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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


  • E

    Erasmus University Rotterdam

    Qualitative Comparative Analysis (QCA)

    Skills you'll gain: Qualitative Research, Research Design, Report Writing, Research, Research Methodologies, Social Sciences, Data Analysis Software, Case Studies

    4.8
    Rating, 4.8 out of 5 stars
    ·
    161 reviews

    Beginner · Course · 1 - 3 Months

  • U

    University of Michigan

    Developing and Deploying a Complete Django Web Application

    Skills you'll gain: Ajax, jQuery, JSON, Django (Web Framework), Web Applications, Javascript, Debugging, Database Design, Data Modeling, User Accounts, Object Oriented Programming (OOP), Python Programming

    4.8
    Rating, 4.8 out of 5 stars
    ·
    293 reviews

    Intermediate · Course · 1 - 3 Months

  • U

    University of Colorado Boulder

    Light Emitting Diodes and Semiconductor Lasers

    Skills you'll gain: Semiconductors, Electrical Engineering, Electronics, Display Devices, Electronic Components, Materials science, Engineering Calculations, Mathematical Modeling, Physics, Applied Mathematics

    Build toward a degree

    3.7
    Rating, 3.7 out of 5 stars
    ·
    51 reviews

    Advanced · Course · 1 - 3 Months

  • U

    Universidad Nacional Autónoma de México

    Trigonometría y geometría analítica

    Skills you'll gain: Trigonometry, Geometry, Applied Mathematics, Algebra, Graphing, Systems Of Measurement

    4.7
    Rating, 4.7 out of 5 stars
    ·
    60 reviews

    Beginner · Course · 1 - 3 Months

  • U

    University of Michigan

    UX Research at Scale: Surveys, Analytics, Online Testing

    Skills you'll gain: Surveys, User Research, Survey Creation, Sampling (Statistics), A/B Testing, Web Analytics, Qualitative Research, Usability Testing, Research Methodologies, Web Analytics and SEO, Data Collection, Research Design, Sample Size Determination, Analytics, Data Analysis

    4.4
    Rating, 4.4 out of 5 stars
    ·
    212 reviews

    Beginner · Course · 1 - 3 Months

  • L

    LearnKartS

    Mastering Self Management Skills for Career Growth

    Skills you'll gain: Prioritization, Negotiation, Conflict Management, Time Management, Stress Management, Communication, Critical Thinking, Problem Solving, Self-Awareness, Emotional Intelligence, Business Priorities, Complex Problem Solving, Communication Strategies, Courage, Professionalism, Creative Problem-Solving, Personal Development, Business Ethics, Empathy, Goal Setting

    4.7
    Rating, 4.7 out of 5 stars
    ·
    282 reviews

    Beginner · Specialization · 3 - 6 Months

  • U

    University of Colorado Boulder

    Control Systems Analysis: Modeling of Dynamic Systems

    Skills you'll gain: Control Systems, Mathematical Modeling, Schematic Diagrams, Engineering Analysis, Differential Equations, Systems Analysis, Electrical Systems, Mechanics, Systems Thinking, Applied Mathematics, Performance Testing, Basic Electrical Systems

    Build toward a degree

    4.7
    Rating, 4.7 out of 5 stars
    ·
    129 reviews

    Intermediate · Course · 1 - 3 Months

  • R

    Rice University

    Self Awareness and the Effective Leader

    Skills you'll gain: Creative Problem-Solving, Prioritization, Stress Management, Time Management, Self-Awareness, Leadership Development, Leadership, Personal Development, Goal Setting, Relationship Building, Emotional Intelligence, Resilience, Communication, Adaptability

    4.7
    Rating, 4.7 out of 5 stars
    ·
    687 reviews

    Beginner · Course · 1 - 3 Months

  • M

    Meta

    GenAI in Data Analytics

    Skills you'll gain: Generative AI, Business Analytics, Analytics, Data Quality, Data Integration, AI Product Strategy, Business Workflow Analysis, Process Optimization, Responsible AI, Data Analysis, Ethical Standards And Conduct

    4.7
    Rating, 4.7 out of 5 stars
    ·
    80 reviews

    Beginner · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Gen AI Apps: Transform Your Work

    Skills you'll gain: Google Gemini, Prompt Engineering, Retrieval-Augmented Generation, Google Workspace, Generative AI, Productivity Software, Google Cloud Platform, AI Workflows, Enterprise Security

    4.7
    Rating, 4.7 out of 5 stars
    ·
    97 reviews

    Beginner · Course · 1 - 4 Weeks

  • U

    University of Minnesota

    Recommender Systems Capstone

    Skills you'll gain: Spreadsheet Software, Applied Machine Learning, Exploratory Data Analysis, Analysis, System Design and Implementation, Solution Design, Model Evaluation, Machine Learning Algorithms, Algorithms, Business Metrics

    4.1
    Rating, 4.1 out of 5 stars
    ·
    30 reviews

    Mixed · Course · 1 - 4 Weeks

  • I

    ISACA

    Auditing Generative AI: Strategy, Analysis & Risk Mitigation

    Skills you'll gain: Generative AI, Responsible AI, Auditing, Compliance Auditing, AI Security, Risk Analysis, Risk Management, Artificial Intelligence, Risk Mitigation, Business Transformation, Machine Learning Methods

    4.6
    Rating, 4.6 out of 5 stars
    ·
    50 reviews

    Intermediate · Course · 1 - 4 Weeks

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

  • Qualitative Comparative Analysis (QCA): Erasmus University Rotterdam
  • Developing and Deploying a Complete Django Web Application: University of Michigan
  • Light Emitting Diodes and Semiconductor Lasers: University of Colorado Boulder
  • Trigonometría y geometría analítica: Universidad Nacional Autónoma de México
  • UX Research at Scale: Surveys, Analytics, Online Testing: University of Michigan
  • Mastering Self Management Skills for Career Growth: LearnKartS
  • Control Systems Analysis: Modeling of Dynamic Systems: University of Colorado Boulder
  • Self Awareness and the Effective Leader: Rice University
  • GenAI in Data Analytics: Meta
  • Gen AI Apps: Transform Your Work: Google Cloud

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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