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
University of Colorado Boulder
Skills you'll gain: Unsupervised Learning, Regression Analysis, Classification Algorithms, Applied Machine Learning, Machine Learning Methods, Dimensionality Reduction, Anomaly Detection, Supervised Learning, Analytical Skills, Machine Learning, Model Evaluation, Machine Learning Algorithms, Data Analysis, Data Mining, Data Preprocessing, Predictive Modeling, Statistical Analysis, Logistic Regression, Model Training, Statistical Machine Learning
Scrimba
Skills you'll gain: HTML and CSS, Hypertext Markup Language (HTML), Mobile Development, Web Applications, Web Design and Development, Program Development, ChatGPT, GitHub, Front-End Web Development, Javascript, Application Deployment, Responsive Web Design, Video Game Development, Git (Version Control System), AI Integrations, Cascading Style Sheets (CSS), Database Development, Computer Programming, Database Application, Machine Learning
Michigan State University
Skills you'll gain: Writing, Writing and Editing, Storytelling, Peer Review
University of Colorado System
Skills you'll gain: Unity Engine, Object Oriented Programming (OOP), Debugging, C# (Programming Language), Video Game Development, Game Design, Computer Programming, Programming Principles, Development Environment, Data Storage, Scripting, Software Documentation
John Wiley & Sons
Skills you'll gain: Human Resources Management and Planning, Human Resources, Human Resource Management, Human Resource Strategy, Compensation Management, People Management, Compensation Strategy, Benefits Administration, Succession Planning, Employee Performance Management, People Development, Staff Management, Talent Management, Human Resource Policies, Family and Medical Leave Act of 1993, Employee Retention, Performance Management, Workforce Development, Resource Management, Talent Acquisition
Skills you'll gain: System Programming, Linux Administration, Embedded Software, Linux, System Software, Linux Commands, Debugging, Linux Servers, Operating Systems, OS Process Management, Microarchitecture, Scalability, Memory Management, C (Programming Language), Hardware Architecture, Performance Tuning, Software Design, Data Integrity, Data Sharing
Peking University
Skills you'll gain: Bioinformatics, Life Sciences, Molecular Biology, Biology, Data Mapping, Data Analysis Software, Predictive Analytics, Machine Learning Algorithms, Data Processing, Analysis
Skills you'll gain: Claude Code, Anthropic Claude, Retrieval-Augmented Generation, LangChain, LLM Application, Prompt Engineering, Tool Calling, AI Orchestration, Embeddings, AI Workflows, Large Language Modeling, AI Integrations, Vector Databases, Agentic Workflows, Application Programming Interface (API), Generative AI Agents, Python Programming, Real Time Data, Context Management, Document Management
Duke University
Skills you'll gain: Color Theory, World Music, Disabilities, Art History, Diversity Awareness, Culture, Music History, Social Justice, Performing Arts, Community Organizing, Liberal Arts, Interactive Learning, Peer Review, Cultural Diversity, Aesthetics, Music, Sociology, Creativity, Critical Thinking, Communication
Politecnico di Milano
Skills you'll gain: AI literacy, Responsible AI, Social Impact, Decision Intelligence
Skills you'll gain: Salesforce Object Query Language (SOQL), Salesforce Development, Force.com, Salesforce, Web Services, Transaction Processing, Query Languages, Test Script Development, Data Store, Object Oriented Design, Business Logic, Data Access, Restful API, Development Testing, Test Automation, Code Coverage, Object Oriented Programming (OOP), Application Development, Unit Testing, Computational Logic
Skills you'll gain: Working Capital, International Finance, Derivatives, Risk Management, Banking Services, Cash Management, Banking, Financial Trading, Payment Processing and Collection, Credit Risk, Export Control, Bank Regulations, Commercial Banking, Operational Risk, Risk Analysis, Risk Mitigation, Billing, Financial Market, Payment Systems, Business
In summary, here are 10 of our most popular applied machine learning courses
- Data Analysis with Python: University of Colorado Boulder
- Learn to code with AI: Scrimba
- Write A Feature Length Screenplay For Film Or Television: Michigan State University
- Introduction to C# Programming and Unity: University of Colorado System
- Building Engagement, Growth, and Resilience in the Workplace: John Wiley & Sons
- Advanced Linux Kernel Programming: Concurrency and Sync: Packt
- Bioinformatics: Introduction and Methods 生物信息学: 导论与方法: Peking University
- Claude API for Developers - Build Intelligent Applications: Packt
- Art of the MOOC: Art, Culture, and Society: Duke University
- Ethics of Artificial Intelligence: Politecnico di Milano
