Applied Machine Learning courses can help you learn data preprocessing, model selection, feature engineering, and evaluation metrics. You can build skills in implementing algorithms, optimizing performance, and interpreting results in practical contexts. Many courses introduce tools like Python, TensorFlow, and scikit-learn, that support developing machine learning models and applying AI techniques to solve real-world problems.
University of Michigan
Skills you'll gain: Statistical Methods, Regression Analysis, Plot (Graphics), Data Cleansing, Statistical Hypothesis Testing, Correlation Analysis, Data Preprocessing, Matplotlib, Data Visualization, Statistical Analysis, Scatter Plots, R Programming, Data Analysis, Descriptive Statistics, Pandas (Python Package), Python Programming
Intermediate · Course · 1 - 3 Months

Technical University of Munich (TUM)
Skills you'll gain: Global Positioning Systems, Human Factors, Manufacturing and Production, Digital Transformation, Environmental Monitoring, Control Systems, Structural Engineering, Aerospace Basic Quality System Standards, Manufacturing Processes, Production Process, Automation, Engineering Analysis, Leadership, Image Analysis, Communication Systems, Industrial Engineering, Human Machine Interfaces, Robotics, Cybersecurity, Mathematical Modeling
Intermediate · Specialization · 3 - 6 Months

University of Colorado Boulder
Skills you'll gain: Database Design, Database Management Systems, Relational Databases, Database Theory, Databases, Database Architecture and Administration, Data Modeling, Data Integrity, Diagram Design
Beginner · Course · 1 - 4 Weeks

Universidad de Palermo
Skills you'll gain: Psychology, Human Learning, Creativity, Human Development, Self-Awareness, Culture, Language Disorders, Cognitive flexibility, Personal Development, Mental Health Diseases and Disorders, Intelligence Collection and Analysis, Stress Management, Diversity Awareness
Beginner · Course · 1 - 4 Weeks

Peking University
Skills you'll gain: Algorithms, Pseudocode, Mathematical Modeling, Theoretical Computer Science, Computational Thinking, Combinatorics, Applied Mathematics, Data Structures, Design Strategies
Intermediate · Course · 1 - 3 Months

University of Minnesota
Skills you'll gain: Usability Testing, User Interface (UI), Usability, User Research, UI/UX Research, Human Computer Interaction, User Experience Design, User Centered Design, Test Planning
Mixed · Course · 1 - 3 Months

Fractal Analytics
Skills you'll gain: Cloud Computing, Information Technology, Cybersecurity, Linear Algebra, Critical Thinking, Simulations
Beginner · Course · 1 - 4 Weeks

MathWorks
Skills you'll gain: Model Based Systems Engineering, Systems Engineering, Systems Architecture, Functional Design, System Design and Implementation, Requirements Analysis, Requirements Elicitation, Verification And Validation
Beginner · Course · 1 - 4 Weeks
University of Illinois Urbana-Champaign
Skills you'll gain: Sustainable Business, Sustainable Development, Corporate Sustainability, Business Planning, Environmental Social And Corporate Governance (ESG), Consumer Behaviour, Environmental Issue, Sustainability Reporting, Business Strategies, Product Design, Design Thinking, Market Research, Business Development, Value Propositions, Innovation, Communication Strategies
Build toward a degree
Beginner · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: Generative AI, Large Language Modeling, Responsible AI, Unstructured Data, Artificial Intelligence and Machine Learning (AI/ML), AI Security, Deep Learning, Data Ethics, Machine Learning, Business Solutions, Data Access, Data Quality
Beginner · Course · 1 - 4 Weeks

Board Infinity
Skills you'll gain: Problem Solving, Vocabulary, Logical Reasoning, Critical Thinking, Arithmetic, Deductive Reasoning, Analytical Skills, Complex Problem Solving, Grammar, English Language, Data Analysis, Literacy, Decision Making, Learning Strategies, Applied Mathematics, Business Analytics, Verbal Communication Skills, Trend Analysis, Quantitative Research, Estimation
Beginner · Specialization · 3 - 6 Months

University of Michigan
Skills you'll gain: 3D Modeling, 3D Assets, Design Elements And Principles, Visualization (Computer Graphics), Computer-Aided Design, Design, Architectural Design, Creativity
Beginner · Course · 1 - 4 Weeks