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: FreeDeepLearning.AI
Skills you'll gain: Hugging Face, LLM Application, Generative AI, Model Deployment, Cloud Deployment, Natural Language Processing, Large Language Modeling, Applied Machine Learning, User Interface (UI), API Design, Computer Vision
Status: Free TrialUniversity of Maryland, College Park
Skills you'll gain: Presentations, Oral Expression, Professional Development, Interviewing Skills, English Language, Verbal Communication Skills, Adaptability, Communication, Self-Awareness, Personal Development, Language Learning
Status: PreviewLund University
Skills you'll gain: Responsible AI, Artificial Intelligence, Social Impact, Social Justice, Algorithms, Ethical Standards And Conduct, Information Privacy, Governance
Status: Free TrialLearnKartS
Skills you'll gain: Cloud Computing, Technical Support, Resource Management, Cost Management
Skills you'll gain: Sprint Planning, Scrum (Software Development), Azure DevOps, Backlogs, Kanban Principles, Agile Software Development, Project Management, DevOps
Status: Free TrialUniversity of Colorado Boulder
Skills you'll gain: Matplotlib, Seaborn, Plot (Graphics), Pandas (Python Package), NumPy, Data Visualization Software, Data Visualization, Programming Principles, Computer Programming, Histogram, Functional Design, Package and Software Management, Data Import/Export, Scripting, Scripting Languages, Data Manipulation, Python Programming, Data Science, Data Structures, Software Engineering
Status: PreviewThe Hong Kong University of Science and Technology
Skills you'll gain: Physics, Thermal Management, Calculus, Mechanics, Advanced Mathematics, Mathematical Modeling
Status: Free TrialJohns Hopkins University
Skills you'll gain: Regression Analysis, Statistical Modeling, R Programming, Linear Algebra, Data Science, Mathematical Modeling, Data Modeling, Statistics, Statistical Analysis, Applied Mathematics, General Mathematics, Derivatives
Status: PreviewSkills you'll gain: Derivatives, Financial Market, Securities (Finance), Finance, Risk Modeling, Mathematical Modeling, Financial Modeling, Risk Management, Portfolio Management, Probability, Advanced Mathematics, Differential Equations, Applied Mathematics, Calculus
Status: PreviewUniversidade de São Paulo
Skills you'll gain: Object Oriented Programming (OOP), Computer Programming, Theoretical Computer Science, Python Programming, Algorithms, Data Structures, Computer Science, Computational Thinking, Software Testing, Performance Testing
Status: FreeGoldman Sachs
Skills you'll gain: Market Opportunities, Business Planning, Feasibility Studies, Growth Strategies, Business Development, Business Strategies, Strategic Thinking, Entrepreneurship, Business Analytics, Goal Setting, Peer Review, Innovation, Professional Networking
Status: Free TrialSkills you'll gain: Computer Vision, Applied Machine Learning, Digital Signal Processing
In summary, here are 10 of our most popular applied machine learning courses
- Open Source Models with Hugging Face: DeepLearning.AI
- Interview Research and Preparation: University of Maryland, College Park
- Artificial Intelligence: Ethics & Societal Challenges: Lund University
- AWS Cloud Practitioner Exam Prep: LearnKartS
- Getting Started with Azure DevOps Boards: Coursera
- Expressway to Data Science: Python Programming: University of Colorado Boulder
- Understanding Modern Physics I: Relativity and Cosmology: The Hong Kong University of Science and Technology
- Advanced Linear Models for Data Science 1: Least Squares: Johns Hopkins University
- Pricing Options with Mathematical Models: Caltech
- Introdução à Ciência da Computação com Python Parte 2: Universidade de São Paulo
