AI Workforce Consortium

Learning recommendations catalog

Learning recommendations for 50 job roles analyzed in the Consortium report

Whether you're a project manager or a software engineer, there are skills you need now to stay competitive in your field. ​

Select an AI skill or a provider to get started and discover the latest reskilling and upskilling recommendations. ​

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AI Agent Course

Skills Developed: Learn about AI agents from start to finish with Salesforce's free courses on agentic AI.
ICT Jobs: AI/ML Engineer, Full-Stack Developer, Senior Software Engineer, Solutions Architect

AI Agents for Beginners

Skills Developed: Build 8 real-world projects with OpenAI Agents SDK, CrewAI, LangGraph, AutoGen and MCP.
ICT Jobs: AI/ML Engineer, Full-Stack Developer, Senior Software Engineer, Solutions Architect

AI Canon

Skills Developed: Artificial Intelligence.
ICT Jobs: All Jobs

AI Ecosystem Overview

Skills Developed: The AI Ecosystem Overview course explores the rapidly evolving landscape of artificial intelligence, covering its core technologies, key industry players like OpenAI and DeepMind, and real-world applications.
ICT Jobs: All Jobs

AI Essentials Course

Skills Developed: Artificial Intelligence.
ICT Jobs: All Jobs

AI Ethics

Skills Developed: AI Ethics.
ICT Jobs: All Jobs

AI Infrastructure and Operations Fundamentals

Skills Developed: IT infrastructure, Pytorch, Computer Architecture, Data centers, Tensorflow, Network infrastructure, LLMOps , Artificial intelligence technologies.
ICT Jobs: AI Infrastructure Engineer

AI Powered Programming with GitHub CoPilot

Skills Developed: In this course, technical trainer and content developer Tim Warner provides comprehensive coverage of GitHub Copilot's capabilities. After a chance to brush up on basics, build your understanding of Copilot and how you can integrate it with your IDE. Learn how to apply GitHub Copilot in coding and enhance your coding with comment-based generation. Find out how to leverage Copilot in your unit testing. Plus, discover how to use GitHub Copilot to build and deploy an app.
ICT Jobs: AI/ML Engineer, AI/ML Researcher, Cybersecurity Analyst, Ethical Hacker, Full-Stack Developer, Network Engineer, NLP Engineer, Platform Engineer, Principal Software Engineer, Senior Software Engineer, Software Architect, Software Developer, Solutions Engineer, Technical Project Manager, Financial Analyst

AI Product Manager Professional Certificate

Skills Developed: /general-topics/ai-enabled-ict-workforce-consortium/ai-technical-skills/artificial-intelligence, Product management, AI product manager, Prompt engineering.
ICT Jobs: Technical Product Manager

AI Security Fundamentals

Skills Developed: AI security.
ICT Jobs: A Risk & Governance Specialist, Cybersecurity Analyst, Cyber Security Consultant, Cyber Threat Intelligence Consultant, IT Manager, Incident Response Consultant, Security Architect

AI Security Nuggets

Skills Developed: AI security.
ICT Jobs: A Risk & Governance Specialist, Cybersecurity Analyst, Cyber Security Consultant, Cyber Threat Intelligence Consultant, IT Manager, Incident Response Consultant, Security Architect

AI Solutions on Cisco Infrastructure Essentials

Skills Developed: AI concepts, workloads, applications, use-cases, challenges, policies, governance, sustainability, and ethical consideration.
ICT Jobs: AI Business Consultant, AI Infrastructure Engineer, AI Risk & Governance Specialist, AI/M Researcher, Consulting Engineer, DevOps Engineer, Incident Response Consultant, NLP Engineer, Platform Engineer, Site Reliability Engineering, Solutions Engineer, Technical Solutions Specialist / Engineer

AI and Developer Productivity

Skills Developed: Learn how to upskill and become an AI-powered developer to remain competitive and innovative in the industry. This course covers the following concepts and provides hands-on examples and demos along the way: the role of AI in development, how to effectively use prompts, code optimization, automated testing and quality assurance, intelligent debugging and issue resolution strategies, collaborative development for remote teams, documentation techniques, interview preparation, and more.
ICT Jobs: Senior Software Engineer, Software Architect

AI and Machine Learning Tools for After Effects

Skills Developed: Adobe After Effects users can tap into a variety of features and third-party add-ons to streamline tedious tasks, generate imagery, colorize footage, fix lighting problems, and much more. In this course, Eran Stern explores the ways AI and machine learning are transforming motion graphics for the better—to, in his words, "stay creative in an AI world."
ICT Jobs: UX Designer, UX Engineer

AI for Everyone by Andrew Ng

Skills Developed: Artificial Intelligence.
ICT Jobs: All Jobs

AI in Customer Service

Skills Developed: Customer Service, integrating AI solutions.
ICT Jobs: Customer Service Representative

AI in Legal: From Research to Results

Skills developed: Decision-making, Research, Risk awareness, IBM Watson Discovery, IBM Watsonx Assistant
ICT Jobs: Legal Counsel

AI in Project Management

Skills Developed: Project management, Artificial Intelligence.
ICT Jobs: Technical Project Manager

AWS Certified Solutions Architect - Associate

Skills Developed: Cloud architecture, Infrastructure as code, Cloud cost management, Serverless cloud computing architecture, Cloud architecture model types, Cloud migration strategy, Hybrid cloud workload deployment, Amazon Web Services, Cloud migration, AWS cost explorer, Amazon VPC.
ICT Jobs: Solutions Engineer

AWS Cloud Architect Nanodegree

Skills Developed: Cloud computing strategy, planning, designing, implementing secure cloud infrastructure at scale, highly available network, fault-tolerant database, monitoring availability, testing failure scenarios with recovery, evaluating and hardening cloud environment security vulnerabilities, optimizing cloud service infrastructure for cost and performance, AWS CLI, Terraform, DevOps build pipeline.
ICT Jobs: Consulting Engineer, Network Architect

Advance Your Data Privacy Skills

Skills Developed: Data Privacy.
ICT Jobs: Customer Service Representative

Advanced Data Analytics Professional Certificate

Skills Developed: Data Ethics, Feature Engineering, Statistical Hypothesis Testing, Tableau Software, Professional Networking, Interviewing Skills, Data Manipulation Regression Analysis, Object Oriented Programming (OOP), Exploratory Data Analysis, Data Storytelling.
ICT Jobs: Business Intelligence Analyst, Data Analyst, Data Scientist

Advanced Prompt Engineering

Skills Developed: Prompt engineering.
ICT Jobs: All

Agile Essentials

Skills Developed: Agile Project Management, Agile Frameworks, Scrum.
ICT Jobs: AI Business Consultant, Human Resource Generalist, IT Support Technician, Learning & Development Specialist, Platform Engineer, Technical Solutions Engineer

Agile Explorer

Skills Developed: Agile, Agile culture, Kanban, Agile methodologies, Agile operations, Collaboration, Communication, Iterative design, Social contract, Teamwork, Release planning.
ICT Jobs: AI Business Consultant, Human Resource Generalist, IT support Technician, Learning & Development Specialist, Platform Engineer, Technical Solutions Engineer

Applying Generative AI as a Creative Professional

Skills Developed: From images to video to audio, generative AI is transforming creative endeavors of all kinds. Learn how generative AI technologies can accelerate the brainstorm process, streamline tedious tasks, and expand your creative options. Discover the benefits of generative AI. Learn how AI tools can increase creative output. Explore the ethical considerations behind AI.
ICT Jobs: UX Designer, UX Engineer

Artificial Intelligence Fundamentals

Skills Developed: /general-topics/ai-enabled-ict-workforce-consortium/ai-technical-skills/artificial-intelligence, AI ethics, Chatbots, Computer vision, Deep learning, IBM Watson Studio, Machine learning, Natural Language Processing.
ICT Jobs: All Jobs

Automate AI Solutions on Cisco Infrastructure

Skills Developed: Learn to automate, deploy, and manage AI/ML-ready Cisco data center networks, storage, and compute using tools like Ansible and Terraform.
ICT Jobs: AI/ML Engineer, Automation Engineer, Network Engineer

Azure AI Engineering: Speech, Language, and Vision Solutions

Skills Developed: This course introduces fundamental concepts related to artificial intelligence (AI) as well as the services in Microsoft Azure that can be used to build AI solutions. With expert instruction from Microsoft Learn, develop the skills required to use Azure services to create speech-enabled apps, translate speech, build a conversational language understanding model, develop apps with Azure AI Language, build a question-answering solution, and more. By the end of this course, you’ll also be prepared to create a custom text classification solution, train and evaluate models, analyze images and video, and detect, analyze, and recognize images and faces.
ICT Jobs: Business Intelligence Analyst, Cloud Engineer, Cybersecurity Engineer, Data Engineer, Financial Analyst, Security Architect, Senior Software Engineer, Software Developer, Software Engineer, Systems Administrator

Azure OpenAI: Generative AI Models and How to Use Them

Skills Developed: In this course, instructor Sammy Deprez introduces you to Azure OpenAI services and dives into the models that are available, including GPT models, embedding models, codex models, and DALL-E models. Sammy explains what each model type is and how it works, and he offers recommendations on the best way to use it. Plus, he discusses copyright issues and goes over how to combine models and start building your own solutions.
ICT Jobs: IT Manager, Cloud Engineer, Cybersecurity Engineer, Data Engineer, Software Developer, Senior Software Engineer, Software Engineer, Full Stack Developer

Basics of Quantum Information

Skills Developed: This course is intended for students, professionals, and hobbyists in fields such as computer science, physics, engineering, and mathematics who are eager to gain knowledge on the theoretical foundations of quantum information and computation.
ICT Jobs: AI/ML Engineer

Boosting AI-driven Business Transformation with Joule Agents

Skills Developed: After completing this learning journey, you will be able to understand and utilize Joule Agents to drive business transformation, enhance decision-making, and integrate AI capabilities.
ICT Jobs: AI Business Consultant, Customer Success Manager

Build Apps with Windsurf’s AI Coding Agents

Skills Developed: Learn how to collaborate with AI agents to streamline coding workflows, generate and modify code across multiple files, and enhance development efficiency.
ICT Jobs: AI/ML Engineer, AI/ML Researcher, NLP Engineer

Build BGP-Based Data Center Fabrics

Skills Developed: BGP-based fabrics (without VXLAN) comprise one segment of the Clos network fabrics now used within the data center.
ICT Jobs: Consulting Engineer, Network Architect, Solutions Engineer, Technical Solutions Specialist / Engineer

Build enterprise AI agents with Java and Spring

Skills Developed: Build and deploy a Java application and AI agents using Spring AI, Azure OpenAI, and Azure Container Apps with PostgreSQL vector storage.
ICT Jobs: AI Business Consultant, Cloud Engineer, Cybersecurity Engineer, Data Engineer, Software Developer, Senior Software Engineer, Software Engineer

Building AI Literacy

Skills Developed: Artificial Intelligence.
ICT Jobs: All Jobs

Building Career Agility and Resilience in the Age of AI

Skills Developed: /general-topics/ai-enabled-ict-workforce-consortium/ai-technical-skills/artificial-intelligence, Generative AI.
ICT Jobs: All Jobs

Building Generative AI Skills for Developers

Skills Developed: Generative AI has created an influx of new skills and tools for developers to leverage in their everyday work. In this learning path, you'll explore the new AI tools and frameworks that empower developers to build faster and more easily, and with the power of AI.
ICT Jobs: Full Stack Developer, Software Developer, Senior Software Engineer Software Engineer

Building Multimodal Search and RAG

Skills Developed: Learn how multimodality works by implementing contrastive learning, and see how it can be used to build modality-independent embeddings for seamless any-to-any retrieval.
ICT Jobs: AI/ML Engineer, NLP Engineer

Building Trustworthy AI Enterprise Solutions

Skills Developed: /general-topics/ai-enabled-ict-workforce-consortium/ai-technical-skills/artificial-intelligence, Artificial Intelligence Ethics, Autonomous Cars, Language Translator, Robotics, Speech-to-Text, Text-To-Speech, Tone Analyzer.
ICT Jobs: AI infrastructure Engineer, AI Risk & Governance Specialist, Cyber security Engineer, Compliance Officer

Building a Generative AI-Ready Organization

Skills Developed: This course describes key concepts and strategies that you need to know to integrate generative AI into your organization.
ICT Jobs: All Jobs

Business Analytics Nanodegree

Skills Developed: Data analysis, statistical modeling, visualization, predICTive analytics, Excel, SQL, Tableau interactive dashboards, forecast modeling in spreadsheets, data validation in spreadsheets, marketing macro-analytics, marketing analytics, digital marketing metrics, marketing metrics, marketing channels, earned media metrics, AARRR metrics framework, paid marketing metrics, marketing data collection, Tableau field organization and customization, data visualization design, chart selection, Tableau storypoint, Tableau calculated fields, data storytelling, Tableau data pane, Tableau map-based visualizations, Tableau visualizations, pivot tables, chart types, inferential statistics, spreadsheet functions, quantitative data visualization, basic descriptive statistics, basic spreadsheet use, categorical data visualization, professional presentations.
ICT Jobs: AI Business Consultant

Business Intelligence Certificate

Skills Developed: Business Intelligence, Extraction, Transformation And Loading (ETL), Bigquery, Dashboarding and Reporting, Data Analysis, Data Modeling, Business Analysis, SQL, Tableau Software, Business Process.
ICT Jobs: Business Intelligence Analyst

CPA: Programming Essentials in C++

Skills Developed: C++.
ICT Jobs: Principal Software Engineer, Senior Software Engineer

Career Management Essentials

Skills Developed: Career development, Career management, Communication skills, Generative AI tool use, Networking skills, Presentation skills, Professional interviewing skills.
ICT Jobs: All jobs

ChatGPT Prompt Engineering for Developers

Skills Developed: Prompt Engineer, Code Review, Software Debug.
ICT Jobs: Consulting Engineer, Embedded Engineer, Full Stack Developer, Principal Software, Senior Software Engineer, Software Architect, Software Developer, Software Engineer

Cisco Enterprise Network Core Technologies

Skills Developed: Network Engineering, Firewall, Network Management, Network Troubleshooting.
ICT Jobs: Network Engineer

Cisco NSO Administration and DevOps

Skills Developed: Install, configure, and maintain a Cisco Network Services Orchestrator solution.
ICT Jobs: DevOps Engineer, Network Architect

Cisco ThousandEyes Essentials

Skills Developed: ThousandEyes provides network and application visibility to monitor digital ecosystem performance.
ICT Jobs: AI Infrastructure Engineer, Consulting Engineer, Cyber Security Engineer , Network Architect, Site Reliability Engineering, Solutions Engineer, Technical Solutions Specialist / Engineer

Cloud Computing Fundamentals

Skills Developed: Cloud computing, Cloud infrastructure, Containers, Docker, Cloud migration, Cloud security, Computing services, Hybrid cloud, IaaS, PaaS, SaaS, Private cloud, Public cloud, Virtualization, Visual Studio code.
ICT Jobs: AI/ML Engineer, AI Infrastructure Engineer, Cloud Engineer, DevOps Engineer, NLP Engineer, Ethical Hacker, Solutions Engineer, Site Reliability Engineering, Network Architect

Cloud DevOps Engineer Nanodegree Platform

Skills Developed: Designing and deploying infrastructure as code, constructing and monitoring CI/CD pipelines, implementing various deployment strategies, deploying scalable microservices using Kubernetes, Docker, AWS services (CloudFormation, EKS, Lambda), GitHub Actions, cloud observability, microservices architecture/debugging, serverless architecture, REST APIs, Git, cloud security, unit testing, cloud autoscaling, VPC, load balancing.
ICT Jobs: Platform Engineer, DevOps Engineer

Cloud Engineer Learning Path

Skills Developed: Cloud Computing, Cloud infrastructure, Kubertnates, Data Storage, Google cloud, cloud services, cloud storage.
ICT Jobs: Cloud Engineer

Cloud Native Application Architecture Nanodegree

Skills Developed: Modern cloud architecture, applications for better performance, scalability, reliability, and security (compared to on-premise), cloud DevOps engineering, hybrid cloud engineering, cloud-native application architecture, Kubernetes, Docker, CI/CD, open-source tools (ArgoCD, gRPC, Grafana).
ICT Jobs: Platform Engineer

Cloud Professional Machine Learning Engineer Certification

Skills Developed: Cloud Computing, Cloud infrastructure, Kubertnates, Data Storage, Google cloud, cloud services, cloud storage.
ICT Jobs: Cloud Engineer

Conducting Threat Hunting and Defending using Cisco Technologies for CyberOps

Skills Developed: The Conducting Threat Hunting and Defending using Cisco Technologies for CyberOps (CBRTHD) Learning Path introduces and guides you to a proactive security search through networks, endpoints, and datasets to hunt for malicious, suspicious, and risky activities that may have evaded detection by existing tools.
ICT Jobs: Cyber Security Engineer, Incident Response Consultant, Security Architect

Create Business Value from AI

Skills Developed: Artificial Intelligence, Data Strategy, Analytics Strategy, AI Strategy Planning, Business Management, Business Solutions Development, Business Analysis, Business Strategy, Business Process Workflow, Business Process Improvement, Business Acumen.
ICT Jobs: All Jobs

Customer Engagement Fundamentals

Skills Developed: Active listening, Collaboration, Communication skills, ConflICT resolution, Customer engagement, Customer success management, Empathy, Problem solving, Resourcefulness, Root cause analysis, Time management.
ICT Jobs: Business Developer (for ICT), Customer Support Representative, Data Scientist, Financial Analyst, Technical Solutions Specialist / Engineer, Human Resource Generalist, Learning & Development Specialist, Network Architect, IT Support Technician

Cybersecurity Analyst (Junior)

Skills Developed: Vulnerability management, risk analysis, security policies, risk management, firewall, security information and event management (SIEM), information systems security, governance, vulnerability assessments, penetration testing, access controls, malware analysis.
ICT Jobs: Cybersecurity Analyst

Cybersecurity Analyst Professional Certificate

Skills Developed: Information security analyst, Junior cybersecurity analyst, IT security analyst, security analyst.
ICT Jobs: Cybersecurity Analyst

Cybersecurity Certificate

Skills Developed: Governance, Risk, Compliance and Data Privacy; Vulnerability Management; System and Network Security; Cloud Security; Security Operations Management; Incident Response and System Forensics.
ICT Jobs: Cybersecurity Analyst

Cybersecurity Certificate

Skills Developed: Python Programming, SQL, Linux, IDS, Security Information and Event Management (SIEM) tools.
ICT Jobs: Cybersecurity Analyst

Cybersecurity Fundamentals

Skills Developed: Cryptography, Cyber-attacks, Cybersecurity and cyber processes, Cybersecurity risk management, Cyber threat intelligence, Incidence response, Information security, Security strategies, Social engineering, Threat detection, analysis, and assessment, Vulnerability management.
ICT Jobs: AI Risk Governance Specialist, Compliance Officer, IT Manager, Cybersecurity Analyst, Cyber Threat Intelligence Consultant, Incident Response Consultant, Site Reliability Engineering, Systems Administrator

Cybersecurity Fundamentals

Skills Developed: Cryptography, Cyber-attacks, Cybersecurity and cyber processes, Cybersecurity risk management, Cyber threat intelligence, Incidence response, Information security, Security strategies, Social engineering, Threat detection, analysis, and assessment, Vulnerability management.
ICT Jobs: AI Risk Governance Specialist, Compliance Officer, IT Manager, Cybersecurity Analyst, Cyber Threat Intelligence Consultant, Incident Response Consultant, Cyber Security Consultant, Site Reliability Engineering, Systems Administrator

Data Analysis with Python

Skills Developed: Model Selection, Data Analyst, Python Programming, Data Visualization, PredICTive Modelling.
ICT Jobs: Business Intelligence Analyst, Data Analyst, Data Scientist

Data Analyst Certificate

Skills Developed: Data analysis, data visualization, Data driven decision making, Data-driven insights, Responsible AI.
ICT Jobs: Customer Service Representative, Customer Success Manager, Data Engineer, Human Resource Generalist, IT Analyst, IT Support Technician, Business Intelligence Analyst, Data Analyst, Data Scientist

Data Analyst Professional Certificate

Skills Developed: Data science, Spreadsheet, Data Analysis, Python Programming, Microsoft Excel, IBM Cognos Analytics, Dashboard, SQL, Numpy, Pandas, Data Visualization, Pivot Table.
ICT Jobs: Business Intelligence Analyst, Data Analyst, Data Scientist

Data Analytics Certificate

Skills Developed: Data analysis process, Data analytics, Data classification and Sourcing, Data manipulation, Data storytelling, Data usability, Decision making, Descriptive statistics, Microsoft Excel, Statistical measures, User feedback.
ICT Jobs: Customer Service Representative, Customer Success Manager, Data Engineer, Human Resource Generalist, IT Analyst, IT Support Technician Business Intelligence Analyst, Data Analyst, Data Scientist

Data Analytics Essentials

Skills Developed: Data analysis, Analytical skills.
ICT Jobs: Business Intelligence Analyst, Data Analyst, Data Scientist

Data Engineering Pipeline Management with Apache Airflow

Skills Developed: In this course, certified Google cloud architect and data engineer Janani Ravi guides you through using Apache Airflow to complete your data engineering pipeline management workflows. Learn how to work with role-based access control, including creating users with different roles, executing a branching DAG and a SQL DAG, recalling actions that users with different roles can perform, and more. Go over how to manage SLAs and schedule DAGs with datasets. Find out how to work with AirFlow plugins and explore the CSV reader plugin. Plus, discover how to scale Apache Airflow, set up a data transformation pipeline, execute tasks, and more.
ICT Jobs: Data Analyst, Data Scientist, Data Engineer, IT Manager

Data Fundamentals

Skills Developed: Data, Data analysis process, Data analytics, Databases, Data science, Data science methodology, Data tools, Essentials of data analysis, IBM Watson Studio.
ICT Jobs: All Jobs

Data Management with Apache NiFi

Skills Developed: If you are a data management professional, this course can give you the understanding you need to get started with this powerful tool. Janani Ravi guides you through getting started with Apache NiFi. Learn about core concepts and architecture, as well as how to download, start, and log into Apache NiFi on both macOS and Windows. Find out how to build and run data flows and how to integrate NiFi with PostgreSQL. Explore ways to configure and use NiFi processors and processing groups and integrate NiFi with Amazon S3. Plus, discover advanced features of NiFi dataflows like configuring back pressure, using a funnel in the dataflow, setting up monitoring and configuring alerts for a dataflow, and much more.
ICT Jobs: Data Analyst, Data Scientist, Data Engineer

Data Science Certificate

Skills Developed: Big Data Technologies, Tools, and Techniques, Data Mining, Data Modeling, Statistical Analysis Programming Languages, Machine Learning Frameworks.
ICT Jobs: Data Scientist

Data Storytelling

Skills Developed: Data Storytelling, Data Ethics, Data presentation, Statistical Visualization.
ICT Jobs: Customer Success Manager, Data Engineer, Human Resource Generalist, IT Analyst, IT Support Technician

Data Visualization and Dashboards with Excel and Cognos

Skills Developed: Data Analyst, Dashboard, Data visualization.
ICT Jobs: Business Intelligence Analyst, Data Analyst, Data Scientist

Databases and SQL for Data Science with Python

Skills Developed: Python Programming, SQL, Cloud databases.
ICT Jobs: Business Intelligence Analyst, Data Analyst, Data Scientist

Deep Learning Nanodegree

Skills Developed: Designing and training neural networks, Convolutional Neural Networks (CNNs), Recurrent Neural Networks (RNNs), Generative Adversarial Networks (GANs), PyTorch, image classification, sentiment analysis, face generation, advanced training techniques.
ICT Jobs: AI/ML Engineer

Describe Microsoft Security Copilot

Skills Developed: Get acquainted with Microsoft Security Copilot. You are introduced to some basic terminology, how Microsoft Security Copilot processes prompts, the elements of an effective prompt, and how to enable the solution.
ICT Jobs: Cyber Thread Intelligence Consultant, Cybersecurity Analyst, Cybersecurity Engineer, Network Architect

Describe the core features of Microsoft Security Copilot

Skills Developed: Microsoft Security Copilot has a rich set of features. Learn about available plugins, promptbooks, the ways you can export and share information from Copilot, and much more.
ICT Jobs: Cyber Thread Intelligence Consultant, Cybersecurity Analyst, Cybersecurity Engineer

Design a Machine Learning Model Training Solution

Skills Developed: Azure Machine Learning, Data fundamentals, Data management.
ICT Jobs: Data Scientist

Designing AI Assistants

Skills Developed: Explore the essentials of designing AI assistants with this free course. Learn the fundamentals of conversation design, the psychology behind conversations, the conversation design workflow, and practical techniques like Wizard of Oz testing and behavior design to create user-friendly AI interaction.
ICT Jobs: Customer Support Representative, NLP Engineer

Designing Cisco Data Center Infrastructure

Skills Developed: Design and deployment options focused on Cisco® data center solutions and technologies across network, compute, virtualization, storage area networks, automation, and security.
ICT Jobs: AI Infrastructure Engineer, Consulting Engineer, Network Architect, Site Reliability Engineering, Solutions Engineer, Technical Solutions Specialist / Engineer

Designing Cisco Enterprise Networks

Skills Developed: Network Infrastructure, Routing Protocols, Network Architecture.
ICT Jobs: Network Engineer

Designing Cisco Enterprise Wireless Networks

Skills Developed: The Designing Cisco Enterprise Wireless Networks learning path introduces you to concepts you need to know when planning advanced designs of Cisco wireless products.
ICT Jobs: Network Architect

Designing and Implementing Cloud Connectivity

Skills Developed: Network Security, Network Monitoring, SD-WAN, Network Quality of Service (QoS), Sustainability Practices, SASE (Secure Access Service Edge), Cloud-Native Security, Digital Experience Assurance, Sustainability Metrics.
ICT Jobs: Consulting Engineer, Cloud Engineer, Network Architect, Network Engineer, AI Infrastructure Engineer, Platform Engineer, Site Reliability Engineering, Solutions Engineer, Technical Solutions Specialist / Engineer

Designing and Implementing Enterprise Network Assurance

Skills Developed: The Designing and Implementing Enterprise Network Assurance learning path is designed to enrich and expand your knowledge and skills in the realm of enterprise network assurance and management.
ICT Jobs: Consulting Engineer, Network Architect, Network Engineer, Site Reliability Engineering

Designing and Implementing Secure Cloud Access for Users and Endpoints

Skills Developed: Secure Cloud Access for Users and Endpoints.
ICT Jobs: Cloud Engineer, Consulting Engineer, Cyber Security Engineer, Network Architect, Security Engineer, Solutions Engineer, Technical Solutions Specialist / Engineer

DevNet Associate

Skills Developed: Application Deployment, Applications, Application Security, Automation, Cisco Platforms Cisco Development, Cloud, DevOps, DevOps Engineer, Infrastructure and Automation, IoT, JSON, Network Infrastructure, Python, Software Design, Software Development.
ICT Jobs: Automation Engineer, DevOps Engineer. (Note) Instructor-led courses are free for Academic Institutions. These Institutions may charge fees for Instructor-led classes.

Develop Your Prompt Engineering Skills

Skills Developed: Prompting, Prompt Engineering.
ICT Jobs: All Jobs

Developing Applications and Automating Workflows using Cisco Platforms

Skills Developed: To implement automation workflows across network and security infrastructure.
ICT Jobs: AI Business Consultant, AI Infrastructure Engineer, Consulting Engineer, Cyber Security Engineer, DevOps Engineer, Network Architect, Platform Engineer, Security Engineer, Site Reliability Engineering, Solutions Engineer, Technical Solutions Specialist / Engineer, UX Engineer

Digital Literacy

Skills Developed: Artificial Intelligence, Collaboration, Computer literacy, Data analysis, Data presentation, Digital communications, Digital literacy, Employability skills, Internet security, Software-Engineering, Web navigation.
ICT Jobs: All Jobs

Digital Marketing and Ecommerce Certificate

Skills Developed: SEO, e-commerce, email marketing, Marketing.
ICT Jobs: Digital Marketing Specialist

Digital Mindset

Skills Developed: Adaptability and flexibility, Collaboration, Creativity, Data-driven decisions, Decision making, Digital mindset, Employability skills, Entrepreneurial mindset, Growth mindset, Innovation, Lifelong learning, Managing ambiguity and change, Professional networking, Teamwork.
ICT Jobs: All Jobs

Discovering End-to-End Business Processes for the Intelligent Enterprise

Skills Developed: After completing this learning journey, learners will be able to describe the fundamental aspects of the SAP Intelligent Enterprise strategy. You will be able to identify how SAP Business Technology Platform has redefined enterprise business and explain key end-to-end business processes in Accounting, Human Resources, Purchasing, Production, and Sales, and Service based on business examples of a sample company. You will also have gained an overview of the integration points between the different departments and the various SAP solutions.
ICT Jobs: AI Business Consultant

Discovering SAP Business AI

Skills Developed: This course equips participants with a complete understanding of SAP Business AI's strategic role, market position, value, and portfolio, including its future direction and key capabilities.
ICT Jobs: AI Business Consultant

Embedded Systems Advanced Nanodegree

Skills Developed: Static and dynamic system design, advanced topics in embedded systems, embedded-systems, software-engineering, problem-solving, rtos, software-testing, cprogramming, dynamic-design, avr-microcontrollers, arm-cortex, static-design, embedded-software-design, communication-protocols.
ICT Jobs: Embedded Engineer

Embedded Systems Professional Nanodegree

Skills Developed: C programming, microcontroller programming (Atmega32), interfacing input/output devices, designing excellent system statics, communication between microcontrollers, embedded-systems, software-engineering, problem-solving, rtos, software-testing, cprogramming, static-design, embedded-software-design, communication-protocols.
ICT Jobs: Embedded Engineer

Engaging Stakeholders for Success

Skills Developed: Communication, Stakeholder engagement, Change Management.
ICT Jobs: All Jobs

Enhancing Cisco Security Solutions with Data Analytics

Skills Developed: Learn how to utilize Splunk to detect, investigate, and respond to security threats effectively.
ICT Jobs: Cloud Engineer, Cyber Security Engineer, Network Architect, Solutions Engineer, Technical Solutions Specialist / Engineer

Enterprise Security in Practice

Skills Developed: Application Security, Browser Security, CLI, Cyber Resilience, Cybersecurity, Data Security, Industry Expertise, IoT Security, Network Security, Nmap, Security Breach, Web Banking, Wireshark, X-Force Exchange.
ICT Jobs: AI Risk & governance Specialist, Cloud Engineer, Compliance Officer, Cybersecurity Engineer, Cybersecurity Analyst, DevOps Engineer, IT Manager, Network Architect, Ethical Hacker, Principal Software Engineer, Security Architect, Senior Software Engineer, Software Engineer, Software Developer, Technical Product Manager

Ethical AI

Skills Developed: Ethical AI concepts, urgency, importance, risk, applying ethical AI at organizational level, identifying and evaluating bias in AI workflows, limiting bias, building AI models for enhanced fairness, understanding impact of bias and fairness on decision-making, identifying biases and harms from AI solutions, measuring AI bias and fairness, implementing mitigation strategies to improve fairness, creating machine learning models (linear/logistic regression, Naive Bayes classifier, neural network using scikit-learn), basic data parsing and visualization, using pandas data frames, matplotlib, Python 3.7.6+, AI lifecycle phases, inputs/outputs of AI system.
ICT Jobs: AI Risk & governance Specialist

Ethical Considerations for Generative AI

Skills Developed: Data ethics, AI output governance, Risk awareness and mitigation, Critical thinking, Ethical decision-making.
ICT Jobs: All Jobs

Ethical Hacker

Skills Developed: Ethical Hacking, Penetration Testing, Vulnerability Scanning, Social, Engineering, Exploiting Networks, Exploiting Applications, IoT Security, Vulnerability Assessment, Reporting, Pen testing Tools.
ICT Jobs: Ethical Hacker

Ethical Hacker Nanodegree

Skills Developed: Report writing, cybersecurity reconnaissance, Open-source intelligence (OSINT), OWASP WSTG, digital footprint removal, password attacks, OSINT tools, vulnerability management, exploit code execution, Metasploit, link analysis, open source vulnerability database, digital footprint analysis, SQL injection, cybersecurity pivoting, web hacking, Cherrytree, backdoors, passive cybersecurity reconnaissance, social engineering, phishing, Gophish, security risk classification, Nessus, security assessment, on-premise cyber attacks, service enumeration, advanced persistent threat (APT), steganography, OWASP ZAP, active cybersecurity reconnaissance, data exfiltration, Nmap, Dig, router hacking, privilege escalation, Traceroute, Dirb, Netdiscover, red teaming, port scanning, Nslookup, John the Ripper, WPSCAN, cyber attack persistence, keystroke logging, port forwarding, web application vulnerability scanning, vulnerability exploitation, CVSS, Hashcat, vulnerability scanning, ExploitDB, Veil-Evasion, Burp Suite, Google hacking, cybersecurity TTPs, SQLmap, Maltego, malware development, automated penetration testing, semi-automated penetration testing, exploratory data analysis, Nikto, vulnerability research.
ICT Jobs: Ethical Hacker

Excel Basics for Data Analysis

Skills Developed: Data analysis, Pivot table.
ICT Jobs: Business Intelligence Analyst, Data Analyst, Data Scientist

Explore AI Basics

Skills Developed: Artificial Intelligence.
ICT Jobs: All Jobs

Explore AI for All

Skills Developed: Artificial Intelligence.
ICT Jobs: All Jobs

Explore Emerging Tech

Skills Developed: Artificial Intelligence technologies, data fundamentals, blockchain, cloud, cybersecurity, iot.
ICT Jobs: All Jobs

Explore Generative AI

Skills Developed: Artificial Intelligence, Generative AI.
ICT Jobs: All Jobs

Explore responsible AI

Skills Developed: AI Ethics.
ICT Jobs: All Jobs

Exploring SAP Business Data Cloud

Skills Developed: Learn how to connect, model, and analyze data seamlessly in SAP Business Data Cloud.
ICT Jobs: Data Analyst, Data Science

Exploring Sustainability

Skills Developed: Sustainability.
ICT Jobs: Environmental Engineer

Foundations of Project Management

Skills Developed: Project management.
ICT Jobs: AI/ML Researcher, Consulting Engineer, Data Scientist, IT Manager, IT Support Technician, Software Architect, Technical Project Manager

Framework for Sustainability in IT

Skills Developed: Sustainability.
ICT Jobs: Environmental Engineer

Fundamentals of Cisco Firewall Threat Defense and Intrusion Prevention

Skills Developed: The Fundamentals of Cisco Firewall Threat Defense and Intrusion Prevention learning path equips you with the skills to effectively manage the Cisco Secure Firewall.
ICT Jobs: Network Architect, Security Architect, Solutions Engineer, Technical Solutions Specialist / Engineer

Fundamentals of Computer Vision

Skills Developed: Azure AI Vision service enables software engineers to create intelligent solutions that extract information from images; a common task in many artificial intelligence (AI) scenarios.
ICT Jobs: Cloud Engineer, Legal Counsel, Full-Stack Developer, IT Analyst, NLP Engineer, Technical Solutions Engineer

Fundamentals of Conversational Language Understanding

Skills Developed: In this module, we introduce you to conversational language understanding and show how to create applications that understand language with Azure AI Language.
ICT Jobs: Consulting Engineer

Fundamentals of Generative AI

Skills Developed: Learn the fundamentals of how generative AI works, and how to deploy it in real-world applications.
ICT Jobs: All Jobs

Fundamentals of Quantum Algorithms

Skills Developed: This course explores computational advantages of quantum information, including what we can do with quantum computers and their advantages over classical computers.
ICT Jobs: AI/ML Engineer

Fundamentals of Sustainability and Technology

Skills Developed: Artificial Intelligence, Cloud Computing, Conservation, Data Analytics, Hybrid Cloud, Sustainability.
ICT Jobs: Environmental Engineer

Fundamentals of Text Analysis with the Language Service

Skills Developed: Explore Azure AI Language's natural language processing (NLP) features, which include sentiment analysis, key phrase extraction, named entity recognition, and language detection.
ICT Jobs: AI Business Consultant, Digital Marketing Specialist, IT Manager, Site Reliability Engineer, Software Architect, Solutions Engineer, NLP Engineer, Platform Engineer

Gen AI Foundational Models for NLP & Language Understanding

Skills Developed: Natural Language Processing, Gen AI, Machine Learning Methods, Artificial Neural Networks, Deep Learning, Pytorch.
ICT Jobs: AI/ML Engineer, Automation Engineer, Business Intelligence Analyst, Environmental Engineer, Full-Stack Developer, Platform Engineer, Site Reliability Engineer, Solutions Engineer, Technical Product Manager, UX Designer, UX Engineer

Generative AI Explained

Skills Developed: Generative AI.
ICT Jobs: All Jobs

Generative AI Learning Plan for Decision Makers

Skills Developed: Introduce generative AI to business and technical decision makers.
ICT Jobs: All Jobs

Generative AI for Business Consultants Specialization

Skills Developed: Artificial intelligence Technologies, Gen AI, AI Chatbot, Information Privacy.
ICT Jobs: AI Business Consultant

Generative AI for Business Leaders

Skills Developed: Generative AI for Business Leaders, Product management basics, Model performance metrics, GenAI Use Cases, Building AI Teams, AI business context, Product roadmaps, Machine learning system architectures, GenAI Models, Generative AI Fluency, GenAI Strategy.
ICT Jobs: AI Business Consultant

Generative AI for Executives

Skills Developed: This course explains the foundational concepts and terminology of generative AI and how to drive business value with generative AI.
ICT Jobs: All Jobs

Generative Design Foundations

Skills Developed: This course introduces this emerging technology for architecture, engineering, urban planning, and industrial design. Designer Danil Nagy explains the four key pillars of generative design: creating a parametric design space, evaluating performance using computer simulation, automatically generating design solutions through optimization, and evaluating the results to discover the best design options. He then introduces the tools and software you need to start integrating generative design into your workflows today.
ICT Jobs: UX Designer, UX Engineer

Getting Started with R for Data Science

Skills Developed: Data analysis, R Programming.
ICT Jobs: Business Intelligence Analyst, Data Analyst, Data Scientist

Google LLMOps

Skills Developed: Operations, Version Control, Data Pipelines, Big Data.
ICT Jobs: AI/ML Engineer

Govern and Protect Sensitive Information In the Age of AI

Skills Developed: Develop skills in securing and governing data within AI-driven environments, using Microsoft Purview to navigate AI risks and ensure compliance. This path enhances your understanding of adapting security and governance strategies in response to the evolving landscape of AI technology.
ICT Jobs: AI Risk & Governance Specialist, Compliance Officer, IT Manager

IBM AI Engineering Professional Certificate

Skills Developed: Machine Learning, Artificial Intelligence, Algorithm, Python, Data Science, Data Visualization, Big Data.
ICT Jobs: AI/ML Engineer

IBM Back-End Development Professional Certificate

Skills Developed: Django (Web Framework), Mongodb, Docker, Flask, Representational State Transfer (REST), Object Relational Mapping (ORM), Relational Database (RDBMS), SQL, Back-End Applications, Observability.
ICT Jobs: Senior Software Engineer

IBM DevOps and Software Engineering Professional Certificate

Skills Developed: Python Programming, Application development, Web Application, Flask, Artificial Intelligence (AI), CI/CD, Microservices, Cloud Computing, Kubernetes, Devops, Software Testing, Test-Driven Development. ICT Jobs: Senior Software Engineer, Software Engineer

IBM Front-End Developer Professional Certificate

Skills Developed: Continuous Integration, Continuous Delivery, Mongodb, agile, Devops, Software Development, React (Web Framework), Front-end Development, Front-end design, Web Development, JavaScript, Web.
ICT Jobs: Senior Software Engineer

IBM Python for Applied Data Science and AI

Skills Developed: Python, Data Analysis, Data Science, Numpy, Pandas.
ICT Jobs: AI/ML Engineer

IT Essentials

Skills Developed: Help Desk Support, Customer Service.
ICT Jobs: IT support Technician. Note: Instructor-led courses are free for Academic Institutions. These Institutions may charge fees for Instructor-led classes.

IT Help Desk for Beginner

Skills Developed: Customer Service, Help Desk Support, troubleshooting, incident response.
ICT Jobs: IT Support Technician

IT Support Certificate

Skills Developed: Customer Service, Network Protocols, Cloud Computing, Encryption Algorithms and Techniques, Debugging.
ICT Jobs: IT support Technician

IT Support Technician Certificate

Skills Developed: Cloud computing, Desktop and mobile hardware, Disaster recovery, Network configuration, Networking hardware, Network, Troubleshooting, Operating systems, Security incidents, Software, Troubleshooting approaches, Virtualization.
ICT Jobs: IT Support Technician

Implement Automation for Cisco Enterprise Solutions

Skills Developed: Network Performance Management, Automation, Python (Programming Language), Scripting, AI/ML for Networking, Data Analytics, Network Telemetry.
ICT Jobs: Network Engineer

Implement Generative AI Guardrails in Azure AI Foundry

Skills Developed: Perform text and image moderation to identify and remove harmful content. Analyze and enhance Precision, Recall, and F1 score metrics to improve detection accuracy. Detect groundedness in model outputs to ensure reliability.
ICT Jobs: AI Business Consultant

Implementing Automation for Cisco Data Center Solutions

Skills Developed: Discover how to use Python to interact with the Cisco Application Policy Infrastructure, Controller (APIC) and ACI representational state transfer (REST) APIs, Examine how to use Ansible to automate Cisco ACI, Learn how to perform day-zero provisioning with Cisco NX-OS.
ICT Jobs: DevOps Engineer, Site Reliability Engineering, Solutions Engineer, Technical Solutions Specialist / Engineer

Implementing Automation for Cisco Enterprise Solutions

Skills Developed: Implement Cisco Enterprise automated solutions, including programming concepts, orchestration, telemetry, and automation tools.
ICT Jobs: DevOps Engineer, Site Reliability Engineering, Solutions Engineer, Technical Solutions Specialist / Engineer

Implementing Automation for Cisco Security Solutions

Skills Developed: The Implementing Automation for Cisco Security Solutions learning path covers the tools and the benefits of leveraging programmability and automation in Cisco Security Solutions.
ICT Jobs: Cyber Security Engineer, DevOps Engineer, Security Architect, Site Reliability Engineering

Implementing Cisco Enterprise Advanced Routing and Services

Skills Developed: How to install, configure, and operate enterprise networks, To troubleshoot enterprise networks with a focus on advanced routing and services.
ICT Jobs: Consulting Engineer, Network Architect, Network Engineer, Solutions Engineer, Technical Solutions Specialist / Engineer

Implementing Cisco Enterprise Wireless Networks

Skills Developed: The Implementing Cisco Enterprise Wireless Networks learning path helps you implement network settings to provide a secure wireless network infrastructure and troubleshoot any related issues.
ICT Jobs: Network Architect, Network Engineer

Implementing Cisco SD-WAN Solutions

Skills Developed: Establish a transport-independent WAN for lower cost and higher flexibility, Provide secure end-to-end segmentation for protecting critical enterprise compute resources.
ICT Jobs: Network Architect, Network Engineer, Solutions Engineer, Technical Solutions Specialist / Engineer

Implementing DevOps Solutions and Practices Using Cisco Platforms

Skills Developed: DevOps.
ICT Jobs: AI Infrastructure Engineer, Cloud Engineer, DevOps Engineer, Network Architect, Network Engineer, Security Engineer, Site Reliability Engineering, Solutions Engineer, Technical Solutions Specialist / Engineer

Implementing Secure Solutions with Virtual Private Networks

Skills Developed: Learn the basics of remote access VPNs, including Cisco AnyConnect VPNs and Clientless Secure Socket Layer VPN solutions.
ICT Jobs: Cyber Security Engineer

Implementing and Administering Cisco Solutions

Skills Developed: Install, operate, configure, and verify basic IPv4 and IPv6 networks.
ICT Jobs: AI Infrastructure Engineer, Consulting Engineer, Cyber Security Engineer, Network Architect, Security Engineer, Solutions Engineer, Technical Solutions Specialist / Engineer

Implementing and Configuring Cisco Identity Services Engine

Skills Developed: The Implementing and Configuring Cisco Identity Services Engine learning path teaches you to deploy and use the Cisco Identity Services Engine (ISE).
ICT Jobs: Consulting Engineer, Cyber Security Engineer, Network Architect, Security Architect

Implementing and Operating Cisco Enterprise Network Core Technologies

Skills Developed: Configure and implement identified solutions by applying planned implementation processes using Cisco IOS Software commands and applications.
ICT Jobs: Consulting Engineer, Solutions Engineer, Technical Solutions Specialist / Engineer

Implementing and Operating Cisco Secure Core Technologies

Skills Developed: Secure networks, cloud infrastructure, and content, Provide endpoint protection and secure network access, Enable visibility and enforcement, Deploy powerful security tools, such as Cisco Secure Firewall Threat Defense and Cisco Adaptive Security Appliance (ASA) Firewall.
ICT Jobs: Security Engineer, Solutions Engineer, Technical Solutions Specialist / Engineer

Implementing and Troubleshooting Networks Using Cisco ThousandEyes

Skills Developed: Integrate, implement, and deploy Cisco ThousandEyes solutions, Configure Cisco ThousandEyes agents.
ICT Jobs: Consulting Engineer, Solutions Engineer, Technical Solutions Specialist / Engineer

Information Technology (IT) Fundamentals for Everyone

Skills Developed: Cloud support basics, Computer basics, Customer service Mindset, Customer support, Hardware, software, and networking, IT support and remote support, Security basics, Support documentation, Technical skills, Troubleshooting, methods.
ICT Jobs: Business Developer (for ICT), Platform Engineer, Technical Solutions Engineer, Site Reliability Engineering, Network Architect

Integrating Splunk and Cisco Enterprise Network Platforms for Real-Time Monitoring and Alerts

Skills Developed: BGP-based fabrics (without VXLAN) comprise one segment of the Clos network fabrics now used within the data center.
ICT Jobs: AI Infrastructure Engineer, Consulting Engineer, Cyber Security Engineer, Network Architect, Network Engineer, Platform Engineer, Site Reliability Engineering, Solutions Engineer, Technical Solutions Specialist / Engineer

Introducing Cisco Cloud Consumer Security

Skills Developed: Describe public, private, and hybrid cloud models, concepts, and design. Explain the concepts and components for securing cloud environments. Describe Cisco security offerings for Amazon Web Services (AWS).
ICT Jobs: Cloud Engineer, Consulting Engineer, Cyber Security Engineer

Introducing SAP Business Data Cloud

Skills Developed: This learning journey provides you with an introduction to SAP Business Data Cloud.
ICT Jobs: AI Business Consultant, Data Analyst, Data Scientist, Systems Administrator

Introduction to Artificial Intelligence

Skills Developed: Machine Learning, Deep Learning, Natural Language Processing, Computer Vision, Data Science Fundamentals, AI Ethics and Governance.
ICT Jobs: All Jobs

Introduction to Azure AI Translator

Skills Developed: Azure AI Translator is a cloud-based service that uses AI to reliably translate text and documents between languages in near real time.
ICT Jobs: Business Intelligence Analyst, Cloud Engineer, Cybersecurity Engineer, Data Engineer, Financial Analyst, Security Architect, Senior Software Engineer, Software Developer, Software Engineer, Systems Administrator.

Introduction to Conversation Design

Skills Developed: Get a basic understanding of how AI Assistants work and become familiar with the workflow of designing conversations.
ICT Jobs: Customer Support Representative, NLP Engineer.

Introduction to Cybersecurity Nanodegree

Skills Developed: Threat intelligence, Cryptography, Cybersecurity fluency, Security auditing, Vulnerability management, Cybersecurity GRC, Cybersecurity business context, Security information and event management (SIEM), Systems security, Cybersecurity compliance, Cybersecurity risk management, Cybersecurity controls, Cybersecurity incident response playbooks, Security assessment, Identity and access management fundamentals, Patch management, Security architecture fundamentals, Cybersecurity policy writing, Stakeholder management, Value-based security risk assessment, Security risk classification, Cybersecurity standards fluency, Security risk remediation, Cybersecurity training strategies, Offensive security, Intrusion protection systems, Firewall rules, NIST 800-series, Firewalls, Data security fundamentals, Network security best practices, Intrusion detection systems (IDS), DiD framework, Computer networking basics, Network security reports, Cybersecurity governance, NIST Cybersecurity Framework, Cybersecurity regulations and standards, Exploit detection, Data privacy regulations, CIS controls, Email security.
ICT Jobs: Cyber Security Analyst, Cyber Security Engineer

Introduction to Data Analytics

Skills Developed: Data analysis, data visualization, Microsoft Excel.
ICT Jobs: Business Developer (ICT), Compliance Officer, Consulting Engineer, Legal Counsel, Customer Success Manager, Cybersecurity Engineer, Data Engineer, Human Resource Generalist, IT Analyst, IT Support Technician, Learning & Development Specialist, Platform Engineer, Security Architect, Site Reliability Engineer, Solutions Engineer, Technical Product Manager, Technical Project Manager

Introduction to Data Science

Skills Developed: Artificial Intelligence, AI Implementation, Data Scientist, Machine Learning.
ICT Jobs: AI/ML Engineer, Compliance Officer, Cybersecurity Engineer, Cybersecurity Analyst, Data Scientist, IT Support Technician , Security Architect, Technical Solutions Specialist / Engineer, Solutions Engineer

Introduction to Data for Machine Learning

Skills Developed: Data fundamentals, Data management.
ICT Jobs: Data Engineer, Data Scientist

Introduction to Deep Learning

Skills Developed: The Introduction to Deep Learning course introduces you to the key techniques and models driving modern AI.
ICT Jobs: AI/ML Engineer, AI/ML Researcher

Introduction to Generative AI

Skills Developed: Generative AI.
ICT Jobs: All Jobs

Introduction to Generative AI

Skills Developed: Generative AI.
ICT Jobs: All Jobs

Introduction to Generative AI - Art of the Possible

Skills Developed: The Introduction to Generative AI - Art of the Possible course provides an introduction to generative AI, use cases, risks and benefits.
ICT Jobs: All Jobs

Introduction to Generative AI and Content Creation

Skills Developed: Understanding of generative AI, Applications of generative AI, Ethical considerations, content workflow integrations.
ICT Jobs: Digital Marketing Specialist

Introduction to GitHub Copilot

Skills Developed: Learn how GitHub Copilot can help you code by offering autocomplete-style suggestions.
ICT Jobs: All Jobs

Introduction to Machine Learning

Skills Developed: The Introduction to Machine Learning course explores the foundational techniques enabling computers to learn from data and make predictions independently.
ICT Jobs: All Jobs

Introduction to Modern AI

Skills Developed: Artificial Intelligence, AI Implementation, Computer vision, Generative AI, Machine Learning.
ICT Jobs: All Jobs

Introduction to Natural Language Processing with TensorFlow

Skills Developed: In this module, we'll explore different neural network architectures for processing natural language texts.
ICT Jobs: Data Analyst, Data Engineer, Data Scientist, DevOps Engineer, Full-Stack Developer, Learning & Development Specialist, AI/ML Engineer, AI/ML Researcher, NLP Engineer, Platform Engineer, Software Architect, Software Engineer, Senior Software Engineer, Software Developer

Introduction to Prompt Engineering

Skills Developed: Prompt engineering.
ICT Jobs: All

Introduction to Prompt Engineering

Skills Developed: Prompting, Prompt Engineering.
ICT Jobs: All Jobs

Introduction to Prompt Engineering with GitHub Copilot

Skills Developed: Discover the essentials of creating effective prompts with GitHub Copilot.
ICT Jobs: All Jobs

Introduction to Responsible AI Skills

Skills Developed: AI Ethics.
ICT Jobs: All Jobs

Introduction to Responsible AI with Google Cloud

Skills Developed: What responsible AI is, why it's important, how Google implements responsible AI in their products, Google's 7 AI principles.
ICT Jobs: AI Risk & Governance Specialist

Introduction to Retrieval Augmented Generation (RAG)

Skills Developed: Retrieval augmented generation.
ICT Jobs: Automation Engineer

Introduction to Wi-Fi 7

Skills Developed: Learn introductory knowledge and skills needed to design, validate, and transition to Wi-Fi 7 architectures.
ICT Jobs: Consulting Engineer, Solutions Engineer, Technical Solutions Specialist / Engineer

LangChain for LLM Application Development

Skills Developed: In LangChain for LLM Application Development, you will gain essential skills in expanding the use cases and capabilities of language models in application development using the LangChain framework.
ICT Jobs: AI/ML Engineer, AI/ML Researcher, NLP Engineer

Leverage AI Tools and Resources For Your Business

Skills Developed: Artificial Intelligence.
ICT Jobs: All Jobs

Machine Learning Specialization

Skills Developed: Machine learning, Artificial Intelligence.
ICT Jobs: AI/ML Engineer, Business Intelligence Analyst, Data Analyst, Data Scientist, Software Architect

Machine Learning for Data Science Projects

Skills Developed: AI Automation, AI-on-AI, AutoAI, Data Modelling, Data Science, Feature Engineering, Fraud Analytics, Hyperparameter Optimization, Machine Learning, ML Algorithms, Model Deployment, Model Training, Visual Recognition.
ICT Jobs: AI/ML Researcher, NLP Engineer

Machine Learning with Python Foundations

Skills Developed: Machine learning.
ICT Jobs: Intelligence Analyst, Data Analyst, Data Scientist, Data Engineer

Marketing Analytics Foundation

Skills Developed: Marketing Analytics.
ICT Jobs: Business Developer (for ICT)

Marketing Automation with AI and HubSpot: Plan to Execution

Skills Developed: Campaign management, HubSpot CRM, AI Chatbot, prompt engineering, Gen AI, Marketing Analytics.
ICT Jobs: Business Developer (for ICT)

Mathematics for Machine Learning and Data Science

Skills Developed: Mathematics, Machine Learning, Data Science.
ICT Jobs: AI/ML Researcher

Measure and Mitigate Risks for a Generative AI App in Azure AI Foundry

Skills Developed: Learn how to measure and mitigate risks for a generative AI app leveraging responsible AI tools and features within Azure AI Foundry.
ICT Jobs: AI Infrastructure Engineer

Microsoft AI & ML Engineering Professional Certificate

Skills Developed: Artificial Intelligence, Gen AI, Large Language modelling, AI Chatbot, Cloud infrastructure, Infrastructure Architecture, data processing.
ICT Jobs: AI/ML Engineer

Multi AI Agent Systems with crewAI

Skills Developed: Exceed the performance of prompting a single LLM by designing and prompting a team of AI agents through natural language.
ICT Jobs: AI/ML Engineer, Full-Stack Developer, Senior Software Engineer, Solutions Architect

Natural Language Processing Nanodegree

Skills Developed: Text Processing, Spam Classification, HMM Tagger (Hidden Markov Models), Topic Modeling, Sentiment Analysis (RNN), Attention Mechanisms, Deciphering Code with Character Level RNN, Machine Translation, DNN Speech Recognizer, speech-to-text, Keras, Python.
ICT Jobs: AI/ML Researcher, NLP Engineer

Natural Language Processing Specialization

Skills Developed: Sentiment Analysis, Transformers, Attention models, Machine Translation, Vector Space models, Natural Language Generation.
ICT Jobs: NLP Engineer

Natural Language Processing on Google Cloud

Skills Developed: Google Cloud Platform, Cloud solutions, Natural Language Processing, Keras, Deep Learning, Artificial Neural Networks, Cloud AI, Tensorflow, Feature engineering.
ICT Jobs: NLP Engineer

Networking Technician Career Path

Skills Developed: System Administration, Network Administration, Operating Systems (Linux, Windows 10), Local Area Networks (LANs), TCP/IP, Technical Support, Cybersecurity.
ICT Jobs: IT support Technician, System Administrator

Optimize Model Training with Azure Machine Learning

Skills Developed: Learn how to optimize model training in Azure Machine Learning by using scripts, jobs, components and pipelines.
ICT Jobs: AI/ML Researcher

Performing CyberOps Using Cisco Security Technologies

Skills Developed: Gain an advanced understanding of the tasks involved for senior-level roles in a security operations center, learn to respond like a hacker in real-life attack scenarios and submit recommendations to senior management.
ICT Jobs: Cyber Security Engineer, Incident Response Consultant

Plan and Prepare to Develop AI Solutions on Azure

Skills Developed: Microsoft Azure offers multiple services that enable developers to build amazing AI-powered solutions. Proper planning and preparation involves identifying the services you'll use and creating an optimal working environment for your development team.
ICT Jobs: Network Architect

Planning a Generative AI Project

Skills Developed: This course explanins the technical foundations and key terminology for generative AI.
ICT Jobs: All Jobs

Power BI: Integrating AI and Machine Learning

Skills Developed: Power BI, Data analytics, business analysis.
ICT Jobs: Intelligence Analyst, Data Analyst, Data Scientist

Prepare for the AWS Certified Machine Learning - Specialty (MLS-C01)

Skills Developed: This learning path is for anyone looking to earn their AWS Certified Machine Learning - Specialty certification. Earning this certification validates expertise in building, training, tuning, and deploying machine learning models on AWS. To learn more about this certification, visit Amazon's website. Understand the skills and technologies to earn your MLS-C01 certification. Expand knowledge of machine learning. Learn concepts applicable to the certification.
ICT Jobs: Cloud Engineer, IT Manager

Prepare for the Google Cloud Professional Machine Learning Engineer Certification

Skills Developed: Those who have earned their Google Cloud Professional Machine Learning Engineer certification have shown their ability to design, build, and deploy machine learning models on the Google Cloud Platform.
ICT Jobs: Cloud Engineer, IT Manager, Senior Software Engineer

Project Management Certificate

Skills Developed: Agile Management, Change Management, Data analysis, Project management, Project planning and developing, Problem Solving and Project risk management, Strategic thinking.
ICT Jobs: Technical Project Manager

Project Management Fundamentals

Skills Developed: Change management, Communication skills, Leadership skills, Problem solving, Project cost estimation, Project management, Project risk Management, Quality management Scheduling, Scope management, Stakeholder management.
ICT Jobs: Technical Project Manager

Project Manager Professional Certificate

Skills Developed: Developing project timelines, roles and responsibility matrices, stakeholder management tools, and communications plans.
ICT Jobs: Technical Project Manager

Prompting Essentials

Skills Developed: Prompting, Prompt Engineering.
ICT Jobs: All Jobs

Python for Data Science, AI & Development

Skills Developed: Python Programming, Panda, Numpy.
ICT Jobs: Intelligence Analyst, Data Analyst, Data Scientist

Quantum Business Foundations

Skills Developed: Designed by IBM Quantum experts, this course covers the essentials of quantum computing and applications for business. CT jobs: AI Business Consultant

Quantum Computing In Practice

Skills Developed: This course focuses on today's quantum computers and how to use them to their full potential.
ICT Jobs: AI/ML Engineer

Quantum Enigmas

Skills Developed: The course was co-developed with Institut quantic e l’Université de Sherbrooke, and dives into the perplexing and mind-bending concepts that define the quantum world.
ICT Jobs: All Jobs

Quantum Machine Learning

Skills Developed: This course explores how quantum computing can play an exciting role in machine learning.
ICT Jobs: AI/ML Engineer

Refine and Test Machine Learning Models

Skills Developed: When we think of machine learning, we often focus on the training process. A small amount of preparation before this process can not only speed up and improve learning, but also give us some confidence about how well our models will work when faced with data we have never seen before.
ICT Jobs: AI/ML Engineer, Business Intelligence Analyst, Data Analyst, Data Scientist, Site Reliability Engineering

Responsible AI Foundations

Skills Developed: AI Ethics.
ICT Jobs: All Jobs

SAP Analytics

Skills Developed: Crystal Reports, SAP BI Platform Administration, SAP Lumira.
ICT Jobs: Business Intelligence Analyst, Data Analyst, Data Scientist

SQL Server Machine Learning Services with Python

Skills Developed: Learn how to analyze SQL Server data with Python. Database expert Adam Wilbert shows how to use a powerful combination of tools, including high-performance Python libraries and the Machine Learning Services add-on, directly inside SQL Server to streamline analysis. Adam shows how to use Python scripts to perform statistical analysis, generate graphics such as scatterplots and bar charts, and process tabular data. He also explains how to turn a Python script into a stored procedure and set up standalone ML services to execute scripts without impacting SQL Server performance.
ICT Jobs: Data Engineer, Full Stack Developer

Secure and Private AI

Skills Developed: Federated Learning, Differential Privacy, Encrypted Computation, implementing differential privacy in Python, applying differential privacy to arbitrary algorithms, differential privacy for deep neural networks, securing federated learning with multi-party computation, performing encrypted computation, building encrypted databases, generating encrypted predictions with encrypted neural networks on encrypted datasets.
ICT Jobs: AI Risk & Governance Specialist

Securing Cloud Deployments with Cisco Technologies

Skills Developed: The Securing Cloud Deployments with Cisco Technologies (SECCLD) learning path shows you how to implement Cisco® cloud security solutions to secure access to the cloud, workloads in the cloud, and software as a service (SaaS) user accounts, applications, and data.
ICT Jobs: Cloud Engineer, Consulting Engineer, Cyber Security Engineer, Network Architect, Solutions Engineer, Technical Solutions Specialist / Engineer

Securing the Use of Generative AI in Your Organization

Skills Developed: This course with instructor Jerich Beason seeks to equip you with the knowledge and skills to navigate the evolving landscape of AI security, enabling you to confidently leverage generative AI while mitigating risks, safeguarding sensitive information, and fortifying their organization's digital resilience. Learn about the cybersecurity risks of generative AI, how to implement effective governance, risk, and compliance (GRC) processes for LLMs, the fundamentals for detecting and mitigating attacks on generative AI, and the ethical considerations of generative AI. Jerich ends the course with a look at some important AI security strategies and frameworks.
ICT Jobs: Cybersecurity Engineer, IT Manager, Security Architect, Principal Software Engineer

Security Analyst Nanodegree

Skills Developed: Intrusion detection systems (IDS), threat modeling, Splunk, SIEM, vulnerability assessment, cybersecurity incident response playbooks, security assessment, Snort IDS, logging, cybersecurity incident remediation, network traffic capture.
ICT Jobs: Incident Response Consultant

Security Architect Nanodegree

Skills Developed: Designing security systems to thwart malware, hacker intrusions and denial-of-service attacks, architectural and implementation skills for identity and access management, infrastructure security, threat detection, incident response, identifying and evaluating risks in systems, assessing risk acceptability, prioritizing remediation efforts, designing, implementing and enforcing access control, building security alerting and monitoring services.
ICT Jobs: Cybersecurity Analyst, Cybersecurity Engineer, Security Architect

Security Engineer Career Path

Skills Developed: Manage identity and access, Secure networking, Secure compute, storage, and databases, and Manage security operations.
ICT Jobs: Cybersecurity Analyst, Cybersecurity Engineer

Security Engineer Nanodegree

Skills Developed: Threat intelligence, Cryptography, Cybersecurity fluency, Security auditing, Vulnerability management, Cybersecurity GRC, Cybersecurity business context, Security information and event management (SIEM), Systems security, Cybersecurity compliance, Cybersecurity risk management, Cybersecurity controls, Cybersecurity incident response playbooks, Security assessment, Identity and access management fundamentals, Patch management, Security architecture fundamentals, Cybersecurity policy writing, Stakeholder management, Value-based security risk assessment, Security risk classification, Cybersecurity standards fluency, Security risk remediation, Cybersecurity training strategies, Offensive security, Intrusion protection systems, Firewall rules, NIST 800-series, Firewalls, Data security fundamentals, Network security best practices, Intrusion detection systems (IDS), DiD framework, Computer networking basics, Network security reports, Cybersecurity governance, NIST Cybersecurity Framework, Cybersecurity regulations and standards, Exploit detection, Data privacy regulations, CIS controls, Email security.
ICT Jobs: Cybersecurity Engineer

Site Reliability Engineer Nanodegree

Skills Developed: Building automation tools and responses, non-functional requirements (availability, performance, security, maintainability), designing systems to automate responses to software site issues, handling on-call situations, proactive/reactive SRE strategies (monitoring, postmortem, team building), identifying reliability risks, developing customer-centric SLOs, automated self-healing architectures, organizational processes for product reliability (outage/postmortem review, production readiness review), Python/Java, Bash/Powershell, Linux command-line, SQL, networking, DevOps tasks, Kubernetes, kubect.
ICT Jobs: Platform Engineer, Site Reliability Engineer

Software Engineering for Web Developers Certificate

Skills Developed: Application programming interface, Bootstrap, CSS, Data integration, Express.js, Front-end software engineering, HTML, JavaScript, MongoDB, Software development, Web page development.
ICT Jobs: Senior Software Engineer, Software Engineer

Software Testing and Automation Specialization

Skills Developed: Test Automation, Unit Testing, Testing Automation, Static Analysis, White-box Testing Techniques, Black-box Testing Techniques.
ICT Jobs: Principal Software Engineer, Senior Software Engineer

Software and Operating Systems

Skills Developed: Manage and troubleshoot software and operating systems issues, configure settings, conclude the type of issue, follow troubleshooting steps and best practices, perform system updates, select tools for resolving issues across operating systems, perform user management tasks.
ICT Jobs: IT Support Technician

Solving Your Business Problems Using Prompts and LLMs in SAP's Generative AI Hub

Skills Developed: At the end of this learning journey, you will be able to use SAP's generative AI Hub to solve your business problems using LLMs, SAP AI Launchpad, and generative-ai-hub SDK. You will be able to apply techniques for refining and evaluating prompts using different large language models in generative AI hub.
ICT Jobs: AI Business Consultant

Strategic planning with ChatGPT

Skills Developed: This demo shows how o1 pro mode can reason through complex business challenges. We use o1 pro mode to plan a market entry strategy step-by-step—breaking down competition, trends, and opportunities.
ICT Jobs: AI Business Consultant

System Administration and IT Infrastructure Service

Skills Developed: System Administration, Operating Systems, Local Area Networks, Virtualization, Backup Devices, Disaster Recovery, Access Management, Technical Support, Cloud Service, Configuration Management.
ICT Jobs: Systems Administrator

The Complete Agentic AI Engineering Course (2025)

Skills Developed: Build 8 real-world projects with OpenAI Agents SDK, CrewAI, LangGraph, AutoGen and MCP.
ICT Jobs: AI/ML Engineer, Full-Stack Developer, Senior Software Engineer, Solutions Architect

Training Neural Networks in Python

Skills Developed: This course by Eduardo Corpeño teaches the inner workings of neural networks in Python, allowing you to fully understand the algorithms behind them.
ICT Jobs: AI/ML Researcher, Data Engineer, Learning & Development Specialist, NLP Engineer, Site Reliability Engineer

Training for DevOps Engineers

Skills Developed: DevOps.
ICT Jobs: DevOps Engineer, IT Manager, Security Engineer

Troubleshooting Cisco Data Center Infrastructure

Skills Developed: The Troubleshooting Cisco Data Center Infrastructure learning path shows you how to troubleshoot LAN, SAN, Cisco® Data Center Unified Fabric, Cisco Unified Computing System™ (Cisco UCS®), and Cisco Application-Centric Infrastructure (Cisco ACI®).
ICT Jobs: Site Reliability Engineering

UX Design Certificate

Skills Developed: User Experience (UX), Prototype, Wireframe, User Experience Design (UXD), UX Research, mockup, Figma, Usability Testing, UX design jobs.
ICT Jobs: UX Designer, UX Engineer

Understanding AI and LLMs as a Network Engineer

Skills Developed: Use cases for AI and LLMs over the course of a network engineer's day-to-day tasks.
ICT Jobs: Consulting Engineer, Network Architect, Network Engineer, Security Engineer, Site Reliability Engineering, Solutions Engineer, Technical Solutions Specialist / Engineer

Understanding Cisco Cybersecurity Operations Fundamentals

Skills Developed: Gain an understanding and follow established security procedures for response to alerts converted to incidents.
ICT Jobs: Consulting Engineer, Cyber Security Engineer, Incident Response Consultant, Network Architect, Security Engineer, Solutions Engineer, Technical Solutions Specialist / Engineer

Understanding Cisco Data Center Foundations

Skills Developed: Describe the foundations of data center networking and cloud computing, Describe switch, machine, and network virtualization.
ICT Jobs: AI Business Consultant, AI Infrastructure Engineer, AI Risk & Governance Specialist, Consulting Engineer, Network Architect, Platform Engineer, Site Reliability Engineering, Solutions Engineer, Technical Solutions Specialist / Engineer

Understanding Cisco Hybrid Cloud Fundamentals

Skills Developed: Deploy, secure, manage, and monitor workloads and cloud native applications in the hybrid cloud.
ICT Jobs: AI Infrastructure Engineer, Cloud Engineer, Consulting Engineer, Network Architect, Platform Engineer, Site Reliability Engineering, Solutions Engineer, Technical Solutions Specialist / Engineer

User Experience Design Fundamentals

Skills Developed: Case studies, Design Tools, Prototyping, Usability Testing, Web Accessibility, Wireframing, User Centered Design (UCD), User Experience (UX) Design, User Flows, Site Maps, Information Architecture, User Interface (UI) Design, User Personas, User Stories.
ICT Jobs: UX Designer, UX Engineer

User Experience Designer Certificate

Skills Developed: Brand style guidelines, Information architecture, Prototype, Storytelling, UI design, Usability testing, User experience design, User persona, User stories, UX review, Wireframing.
ICT Jobs: Technical Product Manager, UX Designer, UX Engineer

User Experience Designer Nanodegree

Skills Developed: UX design, user needs, data-driven designs, prototyping, wireframing, Figma, Zeplin, Miro, Whimsical, Unbounce, Mobbin, design research, semi-structured interviews, usability testing, high-fidelity design, interaction principles, design styles, engagement data, UX portfolio case study, empathy, creativity, collaboration, data analysis, visual design, accessibility, microinteractions, human-AI interaction.
ICT Jobs: UX Designer, UX Engineer

Using Advanced AI Techniques with SAP’s Generative AI Hub

Skills Developed: By focusing on advanced AI techniques, including data masking, content filtering, document grounding, and vector embeddings, learners will deepen their understanding and expand the capabilities of their applications.
ICT Jobs: AI Business Consultant, Data Scientist, Software Developer

Web Development Fundamentals

Skills Developed: Accessibility and Usability, Back End Development, CSS, Deployment, Front End Development, JavaScript, Programming Languages, DevOps, HTML, IDE, Testing, Web Development, Website Design, Visual Studio Code.
ICT Jobs: UX Designer, UX Engineer, Platform Engineer, Software Engineer

Working in a Digital World: Professional Skills

Skills Developed: Agile methodologies, business acumen, creative thinking, critical thinking, communication, problem solving, solutioning.
ICT Jobs: All Jobs