
Intermediate · Course · 1 - 4 Weeks

University of Colorado Boulder
Skills you'll gain: Unsupervised Learning, Supervised Learning, Deep Learning, Machine Learning Algorithms, Exploratory Data Analysis, Dimensionality Reduction, Applied Machine Learning, Machine Learning, Scikit Learn (Machine Learning Library), Keras (Neural Network Library), Artificial Neural Networks, Predictive Modeling, Tensorflow, Random Forest Algorithm, Data Science, Computer Vision, Image Analysis, Artificial Intelligence, Classification And Regression Tree (CART), Python Programming
Build toward a degree
Intermediate · Specialization · 3 - 6 Months

Scrimba
Skills you'll gain: Anthropic Claude, Integrated Development Environments, Tool Calling, Prompt Patterns, Application Development, Software Development Tools, Software Development, Generative AI, Automation, Artificial Intelligence and Machine Learning (AI/ML), Generative AI Agents, Image Analysis, Agentic systems
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Google Cloud Platform, MLOps (Machine Learning Operations), Tensorflow, Unstructured Data, Applied Machine Learning, Data Pipelines, Big Data, Machine Learning, Jupyter, Artificial Intelligence
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Predictive Modeling, Predictive Analytics, Marketing Analytics, Statistical Machine Learning, Machine Learning, Data Science, Supervised Learning, Applied Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), A/B Testing, Statistical Analysis
Advanced · Course · 1 - 4 Weeks

Rice University
Skills you'll gain: Differentiated Instruction, Diversity Awareness, Web Content Accessibility Guidelines, Instructional Strategies, Learning Strategies, Culture, Education Software and Technology, Special Education, Teaching, Cultural Responsiveness, Intercultural Competence, Collaborative Software, Cultural Diversity, Instructing, Curriculum Planning, Individualized Education Programs (IEP), English Language, Mathematics Education, Learning Management Systems, Computer Literacy
Beginner · Specialization · 1 - 3 Months

Skills you'll gain: Interactive Learning, Blended Learning, Education Software and Technology, Instructional Strategies, Lesson Planning, Student Engagement, Differentiated Instruction, Google Workspace
Beginner · Guided Project · Less Than 2 Hours

University of California, Davis
Skills you'll gain: Intellectual Property, Research, Research Methodologies, Personal Development, Research Design, Research and Design, Curiosity, Science and Research, Problem Solving, Persistence, Persuasive Communication, Time Management, Student Engagement, Goal Setting, Journals, Communication, Ethical Standards And Conduct, Strategic Thinking, Decision Making, Safety and Security
Beginner · Specialization · 3 - 6 Months

Skills you'll gain: AWS SageMaker, MLOps (Machine Learning Operations), Feature Engineering, AI Personalization, Amazon Web Services, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Amazon Elastic Compute Cloud, Data Cleansing, Data Processing, Data Wrangling, Data Integrity, Machine Learning, Machine Learning Algorithms, Data Modeling, Supervised Learning, Data Mining, Random Forest Algorithm, Data Management, Unsupervised Learning
Intermediate · Specialization · 3 - 6 Months

National Taiwan University
Skills you'll gain: Classification And Regression Tree (CART), Random Forest Algorithm, Machine Learning Algorithms, Regression Analysis, Applied Machine Learning, Decision Tree Learning, Supervised Learning, Machine Learning, Feature Engineering, Predictive Modeling, Deep Learning, Dimensionality Reduction, Artificial Neural Networks, Unsupervised Learning, Linear Algebra, Algorithms
Intermediate · Course · 3 - 6 Months

Skills you'll gain: Data Management, Data Collection, Data Governance, Data Analysis, Information Privacy, Data Quality, Data Storage, Data Security, Data-Driven Decision-Making, Data Architecture, Data Visualization Software, Big Data, Machine Learning
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Pandas (Python Package), Matplotlib, NumPy, Data Visualization, Machine Learning Algorithms, Data Manipulation, Linear Algebra, Seaborn, Natural Language Processing, Deep Learning, Machine Learning, Python Programming, Data Science, Supervised Learning, Artificial Neural Networks, Regression Analysis, Data Structures
Intermediate · Course · 1 - 3 Months