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 Pittsburgh
Skills you'll gain: Statistical Modeling, Bayesian Statistics, Logistic Regression, Regression Analysis, Predictive Modeling, Mathematical Modeling, Model Evaluation, Statistical Methods, Statistical Machine Learning, Markov Model, Data-Driven Decision-Making, Statistical Inference, Predictive Analytics, Statistical Analysis, Sampling (Statistics), Probability Distribution, Machine Learning Algorithms, Computational Thinking
Intermediate · Course · 1 - 4 Weeks

University of Colorado System
Skills you'll gain: Collaboration, Teamwork, Cross-Functional Collaboration, Cross-Functional Team Leadership, Personal Development, Self-Awareness, Leadership Development, Professional Development, Leadership, Organizational Leadership, Business Leadership, Active Listening, Empathy, Strategic Leadership, Business Transformation, Crisis Management
Beginner · Course · 1 - 4 Weeks

University of Colorado Boulder
Skills you'll gain: Object Oriented Programming (OOP), Object Oriented Design, Software Documentation, Technical Documentation, Maintainability, Programming Principles, Software Design, Code Reusability, Python Programming
Intermediate · Course · 1 - 3 Months
Scrum Alliance
Skills you'll gain: AI Product Strategy, AI Enablement, Product Planning, Brainstorming, AI powered creativity, Product Strategy, Agile Product Development, Strategic Thinking, Generative AI, Decision Intelligence, Ideation, Customer Insights, Market Intelligence, Customer Analysis, Market Analysis, Research Reports, AI Integrations, Data-Driven Decision-Making, Forecasting, Scrum (Software Development)
Beginner · Course · 1 - 4 Weeks

Università di Napoli Federico II
Skills you'll gain: Machine Controls, Data Ethics, Systems Thinking, Analytical Skills, Mechanics, Critical Thinking, Problem Solving, Applied Mathematics
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Application Programming Interface (API), AI Integrations, Restful API, ChatGPT, Generative AI, OpenAI API, JSON, Full-Stack Web Development, Application Deployment, Secure Coding, LLM Application, User Interface (UI), Python Programming, User Interface (UI) Design, Application Development, Back-End Web Development, Debugging
Intermediate · Guided Project · Less Than 2 Hours

Skills you'll gain: Requirements Analysis, Stakeholder Engagement, Project Scoping, Scope Management, Stakeholder Management, Requirements Elicitation, Work Breakdown Structure, Stakeholder Communications, Requirements Management, Communication Planning, Stakeholder Analysis, Change Control, Project Management, Acceptance Testing, Verification And Validation, Planning, Analysis, Change Management, Communication
Mixed · Course · 1 - 4 Weeks

University of Leeds
Skills you'll gain: Exploratory Data Analysis, Statistical Methods, Statistical Modeling, Statistical Software, R (Software), Probability & Statistics, Data Collection, Statistics, Data Literacy, Statistical Inference, R Programming, Statistical Programming, Probability, Data Analysis, Statistical Analysis, Probability Distribution, Simulations, Statistical Visualization, Statistical Reporting, Data Visualization Software
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: HTML and CSS, Responsive Web Design, Bootstrap (Front-End Framework), Web Design, Web Design and Development, Cascading Style Sheets (CSS), Web Applications, Hypertext Markup Language (HTML), Front-End Web Development, User Interface (UI), User Interface (UI) Design, Frontend Integration, UI Components, Web Development, Web Development Tools, Application Frameworks
Beginner · Specialization · 1 - 3 Months

Real Madrid Graduate School Universidad Europea
Skills you'll gain: Data Literacy, Statistical Visualization, Technical Communication, Probability & Statistics, Web Scraping, Data Import/Export, Data Integration, Interactive Data Visualization, Data Synthesis, Advanced Analytics, Analytical Skills, LLM Application, Data-Driven Decision-Making, Applied Machine Learning, Descriptive Statistics, Digital Analysis, Data Sharing, Descriptive Analytics, Statistical Inference, Unsupervised Learning
Beginner · Specialization · 3 - 6 Months

Columbia University
Skills you'll gain: Higher Education, Personal Development, Self-Awareness, Goal Setting, Lifelong Learning, Decision Making, Adult Education, Planning, Student Support and Services, Resourcefulness, Research, Ability To Meet Deadlines, Relationship Building, Organizational Skills
Beginner · Course · 1 - 3 Months

Alignor
Skills you'll gain: Influencing, Conflict Management, Diversity Awareness, Teamwork, Collaboration, Diversity Training, Diversity and Inclusion, Diversity Equity and Inclusion Initiatives, Cultural Diversity, Decision Making, Persuasive Communication, Team Management, Workplace inclusivity, Discussion Facilitation, Communication, Leadership, Communication Strategies, Negotiation, Interactive Learning
Intermediate · Course · 1 - 4 Weeks