Applied Machine Learning Courses
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.
Popular Applied Machine Learning Courses and Certifications
Multiple educators
Coursera
Northeastern University
Skills you'll gain: Database Design, Software Quality Assurance, Enterprise Architecture, Open Web Application Security Project (OWASP), Data Governance, Database Theory, User Research, Stakeholder Engagement, Lean Methodologies, Algorithms, Agile Software Development, Software Development Life Cycle, Unified Modeling Language, Cybersecurity, Responsive Web Design, Java, Cascading Style Sheets (CSS), Agile Methodology, Object Oriented Programming (OOP), Data Ethics
Status: Hands-On ProjectsUniversity of Huddersfield
Skills you'll gain: Linear Algebra, Computational Logic, Graph Theory, Statistical Software, Theoretical Computer Science, Integral Calculus, Matplotlib, Data Structures, Calculus, R Programming, Logical Reasoning, Differential Equations, Data Visualization Software, Applied Mathematics, Bayesian Statistics, Advanced Mathematics, Python Programming, Data Analysis, Mathematical Modeling, Numerical Analysis
University of Colorado Boulder
Skills you'll gain: User Story, Supplier Management, Project Schedules, Sustainability Reporting, Project Closure, Engineering Management, Financial Analysis, Milestones (Project Management), Stakeholder Analysis, Financial Statement Analysis, Project Scoping, Cost Estimation, Personal Development, Team Leadership, Resilience, Agile Project Management, Capital Budgeting, Self-Awareness, Project Risk Management, Financial Modeling
University of Colorado Boulder
Skills you'll gain: Power Electronics, Computer Vision, Convolutional Neural Networks, Display Devices, Control Systems, Debugging, Image Analysis, Computer Displays, Tensorflow, Electronic Systems, Computer Programming Tools, Software Development Tools, Electrical Engineering, Deep Learning, Systems Design, Artificial Neural Networks, Electronic Components, Electrical Systems, USB, Semiconductors
Status: Hands-On ProjectsUniversity of Pittsburgh
Skills you'll gain: Retrieval-Augmented Generation, LLM Application, Tool Calling, Data Visualization, Predictive Modeling, Database Design, Large Language Modeling, Database Management, Model Evaluation, Web Services, Data Ethics, Apache Spark, Bayesian Statistics, Data Visualization Software, Unsupervised Learning, Linear Algebra, Data Governance, Regression Analysis, Applied Machine Learning, Data Analysis
Status: Hands-On ProjectsUniversity of London
Skills you'll gain: Process Design, Global Marketing, Consumer Behaviour, Statistical Analysis, Organizational Change, Process Mapping, Statistical Methods, Integrated Marketing Communications, Advertising, Innovation, Mergers & Acquisitions, Training and Development, Virtual Teams, Databases, Cost Accounting, International Finance, Research, Team Management, Economic Development, Cultural Diversity
Status: Hands-On ProjectsUniversity of North Texas
Skills you'll gain: Operations Management, Mediation, Model Evaluation, Leadership Studies, Compensation and Benefits, Organizational Change, Event Management, Grammar, Sales Process, Global Marketing, Data Visualization, Marketing Planning, Design Thinking, Public Policies, Probability & Statistics, Cultural Diversity, Digital Media Strategy, Music History, Social Justice, Nutrition and Diet
Status: Hands-On ProjectsClemson University
Skills you'll gain: Human Computer Interaction, Large Language Modeling, Dimensionality Reduction, Database Design, Database Management Systems, Generative AI, MySQL, Model Evaluation, Database Theory, Software Development Methodologies, Usability, Reinforcement Learning, Data Preprocessing, Data Mining, Data Structures, Responsible AI, Algorithms, Software Engineering, Artificial Intelligence, Human Factors
Universidad de los Andes
Skills you'll gain: Social Network Analysis, Data Presentation, Data Storytelling, Network Analysis, Interactive Data Visualization, Predictive Modeling, Time Series Analysis and Forecasting, Looker (Software), Data Visualization, Financial Forecasting, Forecasting, Marketing Analytics, Advertising, Applied Machine Learning, Operations Research, Model Deployment, Natural Language Processing, Statistical Machine Learning, Statistical Analysis, Mathematical Modeling
University of London
Skills you'll gain: Virtual Reality, Game Design, Full-Stack Web Development, Mobile Development, Human Computer Interaction, Agile Software Development, Animations, Data Ethics, Model Evaluation, Event-Driven Programming, Git (Version Control System), Web Applications, Incident Response, Data Science, Natural Language Processing, Combinatorics, Database Design, Data Visualization, Web Development, Generative AI
In summary, here are 10 of our most popular applied machine learning courses
- Managing AI Projects That Ship and Scale:Â
- Setup Python Geo Stack:Â Coursera
- Master of Science in Information Systems:Â Northeastern University
- BSc Data Science:Â University of Huddersfield
- Engineering Management Graduate Certificate:Â University of Colorado Boulder
- Power Electronics Graduate Certificate:Â University of Colorado Boulder
- Master of Data Science:Â University of Pittsburgh
- Bachelor of Science in Business Administration:Â University of London
- Bachelor of Science in General Business:Â University of North Texas
- Master of Science in Computer Science:Â Clemson University
