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
Status: Free TrialSkills you'll gain: Prompt Engineering, Large Language Modeling, Responsible AI, AI Security, Generative AI, Artificial Intelligence, Software Development Tools, Software Testing, Test Automation, Software Development, DevSecOps, CI/CD, AI Workflows, Natural Language Processing, Software Engineering, Software Architecture, Debugging
Status: Free TrialScrimba
Skills you'll gain: Vibe coding, AI Workflows, Software Installation, Agentic Workflows, Code Review, System Configuration, Computer Programming Tools, Debugging, Prompt Engineering, Web Development Tools, Software Development, User Interface (UI), Web Development
Status: PreviewNanjing University
Skills you'll gain: Music, Classical Music, World Music, Social Studies, Cultural Sensitivity, Ancient History, Media and Communications, Art History, Language Learning, Cultural Diversity, Liberal Arts, Social Sciences, Electronic Media, Intercultural Competence, Performing Arts, Anthropology, Sociology, Nutrition and Diet
Status: PreviewÉcole Polytechnique
Skills you'll gain: Probability, Probability Distribution, Probability & Statistics, Simulations, Interactive Data Visualization, Statistics, Mathematical Theory & Analysis, Mathematical Modeling, Applied Mathematics
Status: PreviewStarweaver
Skills you'll gain: Loyalty Programs, Customer Relationship Management (CRM) Software, Customer Retention, Customer Success Management, Sales Management, Marketing Automation, Marketing Strategies, Business Development, Performance Management, Performance Measurement, Data-Driven Decision-Making, Predictive Modeling
Status: FreeSkills you'll gain: Financial Statements, Financial Acumen, Financial Statement Analysis, Income Statement, Balance Sheet, Financial Analysis, Small Business Accounting, Business Acumen, Financial Accounting, Entrepreneurial Finance, Business Metrics, Business Planning
Status: Free TrialJohns Hopkins University
Skills you'll gain: Integral Calculus, Calculus, Geometry, Applied Mathematics, Mechanics, Engineering Calculations, Mathematical Modeling, Physics
Status: PreviewThe George Washington University
Skills you'll gain: Clinical Assessment, Clinical Practices, Patient Evaluation, Nurse Education, Virtual Environment, Medical Equipment and Technology, Nursing, Health Education, Patient Communication, Safety Standards, Continuous Quality Improvement (CQI)
Status: Free TrialUniversity of California, Irvine
Skills you'll gain: Model Evaluation, Unsupervised Learning, Analysis, Regression Analysis, Statistical Analysis, Data Mining, Predictive Analytics, Anomaly Detection, Fraud detection, Machine Learning, Correlation Analysis, Probability & Statistics, Scatter Plots, Market Analysis, Classification Algorithms, Collaborative Software
Status: Free TrialUniversity of Colorado Boulder
Skills you'll gain: Linear Algebra, Applied Mathematics, Data Science, Data Analysis, Statistical Methods, Algebra, Numerical Analysis
Skills you'll gain: Exploratory Data Analysis, Data Preprocessing, Data Analysis, Artificial Intelligence, Predictive Modeling, Data Science, Data Manipulation, Jupyter, Feature Engineering, Machine Learning, Data Visualization, Python Programming
Status: Free TrialSkills you'll gain: Vector Databases, AI Personalization, Embeddings, Hugging Face, Artificial Intelligence, Applied Machine Learning, Databases, MongoDB, Natural Language Processing
In summary, here are 10 of our most popular applied machine learning courses
- Generative AI: Elevate your Software Development Career: IBM
- Vibe Coding with Cursor AI: Scrimba
- Chinese Culture and Contemporary China : Nanjing University
- Aléatoire : une introduction aux probabilités - Partie 1: École Polytechnique
- Customer Relationship Management: Starweaver
- Fundamentals of Business Finance, with Goldman Sachs 10,000 Women: Goldman Sachs
- Calculus through Data & Modelling: Integration Applications: Johns Hopkins University
- Essentials in Clinical Simulations Across the Health Professions: The George Washington University
- Cluster Analysis, Association Mining, and Model Evaluation: University of California, Irvine
- Essential Linear Algebra for Data Science: University of Colorado Boulder
