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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


  • É

    École Polytechnique Fédérale de Lausanne

    Transmission electron microscopy for materials science

    Skills you'll gain: Materials science, Analytical Testing, Engineering, Scientific, and Technical Instruments, electromagnetics, Scientific Visualization, Laboratory Equipment, Electronics, Physics, Image Analysis, Mathematical Modeling

    4.6
    Rating, 4.6 out of 5 stars
    ·
    124 reviews

    Intermediate · Course · 1 - 3 Months

  • U

    University of Lausanne

    Doping : Sports, Organizations and Sciences

    Skills you'll gain: Laboratory Testing, Analytical Testing, Biochemistry, Legal Proceedings, Pharmacology, Sports Medicine, Culture, Social Sciences, Sociology, Social Determinants Of Health, Law, Regulation, and Compliance, Ethical Standards And Conduct

    4.6
    Rating, 4.6 out of 5 stars
    ·
    370 reviews

    Mixed · Course · 1 - 4 Weeks

  • U

    University of Colorado Boulder

    Methods for Solving Problems

    Skills you'll gain: Problem Solving, Computational Thinking, Probability, Mathematical Modeling, Behavioral Economics, Algorithms, Analytical Skills, Theoretical Computer Science

    4.4
    Rating, 4.4 out of 5 stars
    ·
    186 reviews

    Beginner · Course · 1 - 4 Weeks

  • U

    University of Michigan

    Digital Twins

    Skills you'll gain: Manufacturing Operations, Production Planning, Digital Transformation, Technology Strategies, Business Modeling, Product Lifecycle Management, Internet Of Things, Simulation and Simulation Software, Emerging Technologies, Real Time Data, Trend Analysis, Risk Analysis, Business

    4.6
    Rating, 4.6 out of 5 stars
    ·
    106 reviews

    Beginner · Course · 1 - 4 Weeks

  • U

    University of Colorado System

    Algorithms, Data Collection, and Starting to Code

    Skills you'll gain: Computational Thinking, Data Collection, Microsoft Visual Studio, Program Development, C (Programming Language), Programming Principles, Algorithms, Data Storage, Computer Programming

    4.6
    Rating, 4.6 out of 5 stars
    ·
    377 reviews

    Beginner · Course · 1 - 4 Weeks

  • U

    University of California, Irvine

    Performance Assessment in the Virtual Classroom

    Skills you'll gain: Education Software and Technology, Learning Management Systems, Performance Testing, Virtual Environment, Data Analysis Software

    4.7
    Rating, 4.7 out of 5 stars
    ·
    505 reviews

    Mixed · Course · 1 - 3 Months

  • I

    Imperial College London

    Quality Improvement in Healthcare

    Skills you'll gain: Continuous Quality Improvement (CQI), Run Chart, Qualitative Research, Public Health, Healthcare Project Management, Patient Safety, Health Policy, Public Health and Disease Prevention, Health Systems, Community Health, Social Determinants Of Health, Clinical Leadership, Patient-centered Care, Health Administration, Data Quality, Health Care, Health Informatics, Quantitative Research, Geographic Information Systems, Data Collection

    4.9
    Rating, 4.9 out of 5 stars
    ·
    148 reviews

    Beginner · Specialization · 1 - 3 Months

  • G

    Goldman Sachs

    Fundamentals of Funding, with Goldman Sachs 10,000 Women

    Skills you'll gain: Grant Writing, Business Development, Business Strategies, Entrepreneurship, Financial Planning, Financial Management, Proposal Development, Financial Analysis, Mergers & Acquisitions, Loans, Fundraising, Business Communication

    4.7
    Rating, 4.7 out of 5 stars
    ·
    258 reviews

    Mixed · Course · 1 - 4 Weeks

  • A

    Arizona State University

    Modern Statistics for Data-Driven Decision-Making

    Skills you'll gain: Statistical Methods, Bayesian Statistics, Statistics, Probability & Statistics, Data Storage Technologies, Analytical Skills, Exploratory Data Analysis, Data Storage, Database Software, Estimation, Data-Driven Decision-Making, Applied Machine Learning, Supervised Learning, Markov Model, Logistic Regression, Statistical Hypothesis Testing, Predictive Modeling, Simulations, Simulation and Simulation Software, Regression Testing

    Intermediate · Specialization · 3 - 6 Months

  • E

    EDUCBA

    Personality Development & Self Growth

    Skills you'll gain: Tenacity, Persistence, Personal Attributes, Persona Development, Personal Development, Human Development, Self-Awareness, Case Studies, Resilience, Empathy & Emotional Intelligence, Overcoming Obstacles, Growth Mindedness, Lifelong Learning, Psychological Evaluations, Applied Behavior Analysis, Cognitive flexibility, Psychology, Social Sciences, Emotional Intelligence, Cultural Diversity

    4.6
    Rating, 4.6 out of 5 stars
    ·
    30 reviews

    Beginner · Specialization · 1 - 3 Months

  • C

    Coursera

    Pneumonia Classification using PyTorch

    Skills you'll gain: PyTorch (Machine Learning Library), Data Preprocessing, Transfer Learning, Convolutional Neural Networks, Medical Imaging, Radiology, Image Analysis, Deep Learning, Python Programming

    4.4
    Rating, 4.4 out of 5 stars
    ·
    11 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • M

    Macquarie University

    Cyber Security: Leadership

    Skills you'll gain: Cyber Governance, Cyber Risk, Law, Regulation, and Compliance, Security Strategy, Security Awareness, Culture Transformation, Human Factors (Security), Cyber Attacks, Mobile Security, Enterprise Security, Cyber Security Strategy, Communication, Cybersecurity, Strategic Leadership, Cyber Operations, Leadership and Management, Leadership, Organizational Leadership, Leadership Development, Team Leadership

    4.7
    Rating, 4.7 out of 5 stars
    ·
    33 reviews

    Beginner · Specialization · 3 - 6 Months

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

  • Transmission electron microscopy for materials science: École Polytechnique Fédérale de Lausanne
  • Doping : Sports, Organizations and Sciences: University of Lausanne
  • Methods for Solving Problems: University of Colorado Boulder
  • Digital Twins: University of Michigan
  • Algorithms, Data Collection, and Starting to Code: University of Colorado System
  • Performance Assessment in the Virtual Classroom: University of California, Irvine
  • Quality Improvement in Healthcare: Imperial College London
  • Fundamentals of Funding, with Goldman Sachs 10,000 Women: Goldman Sachs
  • Modern Statistics for Data-Driven Decision-Making: Arizona State University
  • Personality Development & Self Growth: EDUCBA

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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