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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


  • C

    Coursera

    Finite Element Analysis Convergence and Mesh Independence

    Skills you'll gain: Finite Element Methods, Simulation and Simulation Software, Engineering Analysis, Simulations, Engineering, Verification And Validation

    4.6 stars, 261 reviews, Beginner, Guided Project, Less Than 2 Hours

    ★ 4.6 (261) · Beginner · Guided Project · Less Than 2 Hours

    Category: Free
    Free
  • U

    University of Colorado Boulder

    Resampling, Selection and Splines

    Skills you'll gain: Data Science, Model Evaluation, Statistical Machine Learning, Dimensionality Reduction, Statistical Modeling, Statistical Analysis, Sampling (Statistics), Statistical Methods, Regression Analysis, Statistical Inference, Machine Learning Methods, Statistics, Model Optimization, Applied Mathematics

    4.6 stars, 9 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.6 (9) · Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
    Category: Build toward a degree
    Build toward a degree
  • É

    École Polytechnique

    Initiation à la théorie des distributions

    Skills you'll gain: Differential Equations, Advanced Mathematics, Integral Calculus, Calculus, Mathematical Theory & Analysis, Applied Mathematics, Derivatives

    4.8 stars, 25 reviews, Mixed, Course, 1 - 3 Months

    ★ 4.8 (25) · Mixed · Course · 1 - 3 Months

    Category: Preview
    Preview
  • S

    Scrimba

    Learn JavaScript

    Skills you'll gain: JSON, Event-Driven Programming, Javascript, Mobile Development, Data Structures, Application Development, Video Game Development, Web Applications, Programming Principles, Data Storage Technologies, Scripting Languages, Data Persistence, Computer Programming, Data Storage, Computational Logic, Front-End Web Development, Web Development

    4.7 stars, 155 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.7 (155) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • I

    Imperial College London

    Foundations of Public Health Practice: Health Protection

    Skills you'll gain: Microbiology, Public Health and Disease Prevention, Public Health, Sanitation, Infection Control, Infectious Diseases, Epidemiology, Emergency Response, Water Resources, Health And Safety Standards, Hand Hygiene, Healthcare Ethics, Water Quality, Radiation Protection, Environmental Science, Environmental Issue, Immunology

    4.8 stars, 124 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.8 (124) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • E

    EDUCBA

    Equity Derivatives: Analyze, Apply & Evaluate Markets

    Skills you'll gain: Derivatives, Futures Exchange, Financial Market, Equities, Financial Trading, Market Data, Capital Markets, Investments, Securities Trading, Market Dynamics, Risk Management, Risk Mitigation, Profit and Loss (P&L) Management, Risk Management Framework, Risk Analysis, Analytical Skills

    5 stars, 13 reviews, Mixed, Course, 1 - 4 Weeks

    ★ 5 (13) · Mixed · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • H

    H2O.ai

    H2O Gen AI Ecosystem Overview - Level 2

    Skills you'll gain: Model Deployment, Model Optimization, Model Training, Generative AI, Artificial Intelligence and Machine Learning (AI/ML), MLOps (Machine Learning Operations), AI Workflows, System Monitoring, Machine Learning Methods, Real Time Data, Continuous Monitoring, Applied Machine Learning, Data Preprocessing, Artificial Intelligence, Machine Learning

    Intermediate · Course · 1 - 4 Weeks

  • E

    EDUCBA

    IPOs & FPOs: Apply Valuation Strategies

    Skills you'll gain: Investment Banking, Business Valuation, Equities, Underwriting, Capital Markets, Financial Market, Securities (Finance), Lending and Underwriting, Investments, Financial Analysis, Financial Modeling, Finance, Fundraising, Analysis, Analytical Skills, Mechanics

    4.8 stars, 16 reviews, Mixed, Course, 1 - 4 Weeks

    ★ 4.8 (16) · Mixed · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • F

    Fundação Instituto de Administração

    Innovation & Entrepreneurship Mindset

    Skills you'll gain: Innovation, Strategic Decision-Making, Competitive Analysis, Ideation, Entrepreneurship, Organizational Strategy, Business Strategy, Plan Execution, Sales Presentations, Strategic Thinking, Project Risk Management, Sustainable Business, Corporate Strategy, Competitive Intelligence, Risk Management, Value Propositions, New Product Development, Presentations, Business Strategies, Strategic Partnership

    4.8 stars, 111 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.8 (111) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • U

    University of Leeds

    How to Get Into AI

    Skills you'll gain: Responsible AI, Artificial Intelligence, Data Ethics, AI literacy, Artificial Intelligence and Machine Learning (AI/ML), digital literacy, Machine Learning

    4.1 stars, 13 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.1 (13) · Beginner · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • E

    EDUCBA

    PyQt Training Intermediate Level

    Skills you'll gain: Program Development

    4.9 stars, 25 reviews, Mixed, Course, 1 - 4 Weeks

    ★ 4.9 (25) · Mixed · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • C

    Coursera

    Building AI Agents: Automation and NLP Foundations

    Skills you'll gain: CrewAI, Agentic Workflows, Generative AI Agents, Responsible AI, Artificial Intelligence and Machine Learning (AI/ML), AI Workflows, AI Orchestration, Artificial Intelligence, Agentic systems, Automation, LLM Application, AI literacy, Model Evaluation, Innovation

    4.5 stars, 32 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.5 (32) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
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In summary, here are 10 of our most popular applied machine learning courses

  • Finite Element Analysis Convergence and Mesh Independence: Coursera
  • Resampling, Selection and Splines: University of Colorado Boulder
  • Initiation à la théorie des distributions: École Polytechnique
  • Learn JavaScript: Scrimba
  • Foundations of Public Health Practice: Health Protection: Imperial College London
  • Equity Derivatives: Analyze, Apply & Evaluate Markets: EDUCBA
  • H2O Gen AI Ecosystem Overview - Level 2: H2O.ai
  • IPOs & FPOs: Apply Valuation Strategies: EDUCBA
  • Innovation & Entrepreneurship Mindset: Fundação Instituto de Administração
  • How to Get Into AI: University of Leeds

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)

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