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  • Applied Machine Learning

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
    Free
    D

    DeepLearning.AI

    Carbon Aware Computing for GenAI Developers

    Skills you'll gain: Google Cloud Platform, Cloud Development, Cloud Computing, Cloud Management, Applied Machine Learning, Datamaps, Spatial Data Analysis, Machine Learning, Real Time Data

    4.8
    Rating, 4.8 out of 5 stars
    ·
    12 reviews

    Beginner · Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    U

    University of California, Davis

    Computational Social Science Capstone Project

    Skills you'll gain: Social Network Analysis, Data Wrangling, Natural Language Processing, Web Scraping, Databases, Data Processing, Social Sciences, Trend Analysis, Data Collection, Unstructured Data, Simulations, Big Data, Machine Learning, Computational Thinking, Artificial Intelligence and Machine Learning (AI/ML)

    4.7
    Rating, 4.7 out of 5 stars
    ·
    40 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    S

    Starweaver

    IIBA® Entry Certificate in Business Analysis™ (ECBA™) Exam Prep

    Skills you'll gain: Requirements Elicitation, Requirements Analysis, Business Requirements, Requirements Management, Business Analysis, Business Planning, Case Studies, Stakeholder Analysis, Performance Improvement, Analysis, Verification And Validation, Strategic Planning, Stakeholder Engagement, Problem Solving, Prioritization, Governance

    4.8
    Rating, 4.8 out of 5 stars
    ·
    126 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    M

    MathWorks

    Medical Image Processing

    Skills you'll gain: Medical Imaging, Magnetic Resonance Imaging, Image Analysis, X-Ray Computed Tomography, Data Import/Export, Biomedical Engineering, Matlab, Scientific Visualization, Deep Learning

    4.8
    Rating, 4.8 out of 5 stars
    ·
    25 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    L

    Lund University

    Artificial Intelligence: Ethics & Societal Challenges

    Skills you'll gain: Responsible AI, Artificial Intelligence, Social Impact, Social Justice, Algorithms, Ethical Standards And Conduct, Information Privacy, Governance

    4.7
    Rating, 4.7 out of 5 stars
    ·
    344 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    T

    Technical University of Munich (TUM)

    The Basics of Trauma Surgery

    Skills you'll gain: Trauma Care, Orthopedics, Wound Care, Surgical Suturing, Surgery, Neurology, Injury Prevention, Emergency Medicine, Triage, Rehabilitation, Critical Care, Acute Care, Diagnostic Radiology, Anatomy, Clinical Assessment, Medical Imaging

    4.6
    Rating, 4.6 out of 5 stars
    ·
    247 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Anti-Racism

    Skills you'll gain: Community Outreach, Social Justice, Discussion Facilitation, Diversity Awareness, Overcoming Obstacles, Advocacy, Community Development, Interviewing Skills, Empowerment, Cultural Sensitivity, Action Oriented, Cultural Diversity, Interpersonal Communications, Persistence, Sociology, Diversity Equity and Inclusion Initiatives, Self-Awareness, Intercultural Competence, Storytelling, Planning

    4.7
    Rating, 4.7 out of 5 stars
    ·
    314 reviews

    Beginner · Specialization · 1 - 3 Months

  • Status: Preview
    Preview
    I

    IIMA - IIM Ahmedabad

    Strategy and Game Theory for Management

    Skills you'll gain: Strategic Thinking, Game Theory, Behavioral Economics, Business Strategy, Strategic Decision-Making, Complex Problem Solving, Problem Solving, Strategic Leadership, Critical Thinking, Decision Making, Market Dynamics, Organizational Change, Business Analysis, Economics, Digital Media Strategy, Market Opportunities, Negotiation, Risk Management, Mergers & Acquisitions, Innovation

    4.8
    Rating, 4.8 out of 5 stars
    ·
    132 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    F

    Fractal Analytics

    Generative AI for Developers

    Skills you'll gain: Prompt Engineering, Responsible AI, Generative AI, Generative Model Architectures, Code Review, Data Ethics, Artificial Intelligence, Large Language Modeling, Machine Learning Methods, Object Oriented Programming (OOP), Artificial Intelligence and Machine Learning (AI/ML), AI Enablement, Maintainability, Artificial Neural Networks, Programming Principles, Data Cleansing, Debugging, Problem Solving, Critical Thinking, Data Analysis

    4.6
    Rating, 4.6 out of 5 stars
    ·
    196 reviews

    Beginner · Specialization · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    S

    Saïd Business School, University of Oxford

    AI Governance

    Skills you'll gain: Responsible AI, AI Security, Data Ethics, Governance, Compliance Management, Enterprise Risk Management (ERM), Risk Management, Business Ethics, Artificial Intelligence, Ethical Standards And Conduct, Organizational Strategy, Law, Regulation, and Compliance, Technology Strategies, Artificial Intelligence and Machine Learning (AI/ML), Information Privacy, Generative AI, Information Management, Agentic systems, Generative AI Agents, Business Leadership

    4.9
    Rating, 4.9 out of 5 stars
    ·
    77 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Preview
    Preview
    M

    Maven Analytics

    ChatGPT & Generative AI for Data Analytics

    Skills you'll gain: Prompt Engineering, Generative AI, ChatGPT, Power BI, Deep Learning, Excel Formulas, Analytics, Google Sheets, AI Enablement, Microsoft Excel, Artificial Intelligence, Data Analysis, Python Programming, SQL, Data Literacy, Query Languages, Business Intelligence, Data Science, Debugging

    4.8
    Rating, 4.8 out of 5 stars
    ·
    21 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free
    Free
    G

    Goldman Sachs

    Digital Marketing Strategy with Goldman Sachs 10,000 Women

    Skills you'll gain: Social Media Campaigns, Social Media Marketing, Paid media, Digital Media Strategy, Online Advertising, Campaign Management, Search Engine Marketing, Digital Advertising, Digital Marketing, Pay Per Click Advertising, Marketing Strategy and Techniques, Owned Media, Marketing Planning, Earned Media, Marketing Design, Analytics

    4.7
    Rating, 4.7 out of 5 stars
    ·
    915 reviews

    Mixed · Course · 1 - 4 Weeks

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In summary, here are 10 of our most popular applied machine learning courses

  • Carbon Aware Computing for GenAI Developers: DeepLearning.AI
  • Computational Social Science Capstone Project: University of California, Davis
  • IIBA® Entry Certificate in Business Analysisâ„¢ (ECBAâ„¢) Exam Prep: Starweaver
  • Medical Image Processing: MathWorks
  • Artificial Intelligence: Ethics & Societal Challenges: Lund University
  • The Basics of Trauma Surgery: Technical University of Munich (TUM)
  • Anti-Racism: University of Colorado Boulder
  • Strategy and Game Theory for Management: IIMA - IIM Ahmedabad
  • Generative AI for Developers: Fractal Analytics
  • AI Governance: Saïd Business School, University of Oxford

Skills you can learn in Machine Learning

Python Programming (33)
Tensorflow (32)
Deep Learning (30)
Artificial Neural Network (24)
Big Data (18)
Statistical Classification (17)
Reinforcement Learning (13)
Algebra (10)
Bayesian (10)
Linear Algebra (10)
Linear Regression (9)
Numpy (9)

Other topics to explore

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425 courses
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