The language used throughout the course, in both instruction and assessments.

Microsoft
Skills you'll gain: Unsupervised Learning, Generative AI, Large Language Modeling, Data Management, Natural Language Processing, MLOps (Machine Learning Operations), Supervised Learning, Microsoft Azure, Deep Learning, Artificial Intelligence and Machine Learning (AI/ML), Infrastructure Architecture, LLM Application, Responsible AI, Generative AI Agents, Applied Machine Learning, Reinforcement Learning, Data Ethics, Prompt Engineering, Data Processing, Application Deployment
Intermediate · Professional Certificate · 3 - 6 Months

Skills you'll gain: Virtual Machines, Microsoft Azure, Infrastructure As A Service (IaaS), Cloud Infrastructure, Cloud Computing, Network Security, Web Servers, Network Administration, Remote Access Systems
Beginner · Guided Project · Less Than 2 Hours

Skills you'll gain: Animations, ChatGPT, Video Production, Generative AI, Education Software and Technology, Content Creation, AI Personalization, Prompt Engineering, Blogs, Scripting, Augmented and Virtual Reality (AR/VR), Media Production, Persona Development
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: CI/CD, Infrastructure as Code (IaC), Continuous Integration, Devops Tools, Docker (Software), Microsoft Azure, DevOps, Application Deployment, GitHub, Continuous Deployment, Containerization, Git (Version Control System), YAML, Performance Tuning, Application Servers, Secure Coding, Cloud Computing
Intermediate · Course · 1 - 3 Months

École Polytechnique
Skills you'll gain: Oral Expression, Persuasive Communication, Writing, Vocabulary, Language Learning, Culture, Political Sciences, Liberal Arts, Cultural Diversity, World History, Science and Research, Social Sciences
Advanced · Course · 1 - 3 Months

The State University of New York
Skills you'll gain: Lifelong Learning, Growth Mindedness, Personal Development, Critical Thinking, Emerging Technologies, Professional Development, Data Ethics, Computer Literacy, Education Software and Technology, Computer Security Awareness Training, Technology Solutions, Creativity, Digital Communications, Web Content Accessibility Guidelines, Collaboration, Communication
Beginner · Course · 1 - 3 Months

University of Illinois Urbana-Champaign
Skills you'll gain: Teaching, Differentiated Instruction, Pedagogy, Literacy, Instructional Strategies, Learning Styles, Cultural Diversity, Learning Theory, Multimedia, Student-Centred Learning, Instructional and Curriculum Design, Curriculum Development, Writing
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Penetration Testing, Vulnerability Assessments, Network Security, Network Analysis, Cyber Security Assessment, Virtual Machines, Virtualization and Virtual Machines, Open Source Technology, Malware Protection, Linux, Microsoft Windows
Intermediate · Course · 1 - 3 Months

Skills you'll gain: PyTorch (Machine Learning Library), Computer Vision, NumPy, Matplotlib, Deep Learning, Pandas (Python Package), Image Analysis, Python Programming, Artificial Neural Networks, Data Manipulation
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Wireframing, Figma (Design Software), Prototyping, User Experience Design, User Centered Design, Usability, Persona (User Experience), Typography, Collaborative Software, User Interface (UI) Design, Mockups, UI Components
Mixed · Course · 1 - 3 Months
University of Michigan
Skills you'll gain: Statistical Methods, Regression Analysis, Data Cleansing, Statistical Hypothesis Testing, Correlation Analysis, Matplotlib, Data Manipulation, Data Visualization, Statistical Analysis, Scatter Plots, Probability & Statistics, R Programming, Data Analysis, Descriptive Statistics, Pandas (Python Package), Python Programming
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Deep Learning, Artificial Neural Networks, Python Programming, Text Mining, Machine Learning Methods
Intermediate · Course · 1 - 3 Months