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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 Trial
    Free Trial
    U

    University of Colorado Boulder

    Algebra and Differential Calculus for Data Science

    Skills you'll gain: Algebra, Calculus, Applied Mathematics, Graphing, General Mathematics, Data Science, Numerical Analysis, Mathematical Theory & Analysis, Derivatives

    4.6
    Rating, 4.6 out of 5 stars
    ·
    269 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Preview
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    G

    Georgia Institute of Technology

    Advanced Engineering Systems in Motion: Dynamics of Three Dimensional (3D) Motion

    Skills you'll gain: Mechanics, Torque (Physics), Engineering Calculations, Mechanical Engineering, Structural Analysis, Engineering Analysis, Differential Equations, Engineering, Applied Mathematics, Physics, Trigonometry, Advanced Mathematics, Integral Calculus, Calculus, Derivatives

    4.8
    Rating, 4.8 out of 5 stars
    ·
    311 reviews

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
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    I

    Icahn School of Medicine at Mount Sinai

    Network Analysis in Systems Biology

    Skills you'll gain: Bioinformatics, Unsupervised Learning, Biology, Machine Learning Algorithms, Data Processing, Data Integration, Network Model, Life Sciences, Statistical Methods, Open Source Technology, Scientific Visualization, General Science and Research, Cell Biology, Unix Commands, Laboratory Research

    4.5
    Rating, 4.5 out of 5 stars
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    204 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Preview
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    B

    Birla Institute of Technology & Science, Pilani

    Introduction to Bioinformatics

    Skills you'll gain: Bioinformatics, Biotechnology, Data Management, Biostatistics, Clinical Data Management, Precision Medicine, Data Mining, Applied Machine Learning, Unsupervised Learning, Cell Biology, Scientific Visualization, Large Language Modeling, LLM Application, Data Preprocessing, Correlation Analysis, Chemical and Biomedical Engineering, Dimensionality Reduction, Computational Thinking, Markov Model, Algorithms

    Build toward a degree

    4
    Rating, 4 out of 5 stars
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    11 reviews

    Beginner · Course · 1 - 3 Months

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    W

    Wesleyan University

    Introduction to Complex Analysis

    Skills you'll gain: Integral Calculus, Mathematical Theory & Analysis, Algebra, Advanced Mathematics, Geometry, Calculus, Trigonometry, Graphing, Derivatives

    4.8
    Rating, 4.8 out of 5 stars
    ·
    1.1K reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Algorithms for Searching, Sorting, and Indexing

    Skills you'll gain: Data Structures, Algorithms, Theoretical Computer Science, Computational Thinking, Data Science, Analysis, Probability & Statistics, Python Programming, Verification And Validation

    Build toward a degree

    4.7
    Rating, 4.7 out of 5 stars
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    544 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    V

    Vanderbilt University

    AI Agents and Agentic AI Architecture in Python

    Skills you'll gain: AI Orchestration, Agentic Workflows, OpenAI API, Generative AI Agents, LLM Application, Prompt Patterns, AI Workflows, Prompt Engineering, Agentic systems, AI Security, Business Logic, File I/O, Transaction Processing, Software Architecture, Memory Management

    4.7
    Rating, 4.7 out of 5 stars
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    138 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Preview
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    E

    Erasmus University Rotterdam

    Local Economic Development

    Skills you'll gain: Economic Development, Community Development, Entrepreneurship, Economics, Project Design, Sustainable Development, Socioeconomics, International Relations, Competitive Analysis, New Business Development, Case Studies, Social Studies, Innovation, Policy Development, Governance, Natural Resource Management

    4.8
    Rating, 4.8 out of 5 stars
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    411 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Minnesota

    Software Development Processes and Methodologies

    Skills you'll gain: Software Development Methodologies, Agile Methodology, Software Engineering, Software Development Life Cycle, Requirements Analysis, Application Deployment, Agile Software Development, Software Architecture, Verification And Validation, Software Development, Process Driven Development, Waterfall Methodology, System Requirements, Software Testing, Development Testing

    4.7
    Rating, 4.7 out of 5 stars
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    2.1K reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Alberta

    Agile Planning for Software Products

    Skills you'll gain: Sprint Planning, Risk Management Framework, Agile Software Development, Agile Product Development, Agile Methodology, User Requirements Documents, Agile Project Management, Requirements Analysis, Software Development, Risking

    4.8
    Rating, 4.8 out of 5 stars
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    2.1K reviews

    Mixed · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of California, Irvine

    Fundamentals of Management

    Skills you'll gain: Goal Setting, Smart Goals, Professional Networking, Management Training And Development, Business Management, Staff Management, Leadership and Management, Operations Management, People Management, Business Administration, Relationship Building, Strategic Planning, Leadership Development, Business Planning, Customer Service, Organizational Leadership, Organizational Strategy, Leadership

    4.6
    Rating, 4.6 out of 5 stars
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    4K reviews

    Mixed · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    Y

    Yale University

    Anatomy of the Chest, Neck, Abdomen, and Pelvis

    Skills you'll gain: Cardiology, Anatomy, Gynecology, Urology, Respiration, Neurology, Pulmonology, Nephrology, General Surgery, Medical Terminology, Surgery

    4.8
    Rating, 4.8 out of 5 stars
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    1.9K reviews

    Intermediate · Course · 1 - 3 Months

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

  • Algebra and Differential Calculus for Data Science: University of Colorado Boulder
  • Advanced Engineering Systems in Motion: Dynamics of Three Dimensional (3D) Motion: Georgia Institute of Technology
  • Network Analysis in Systems Biology: Icahn School of Medicine at Mount Sinai
  • Introduction to Bioinformatics: Birla Institute of Technology & Science, Pilani
  • Introduction to Complex Analysis: Wesleyan University
  • Algorithms for Searching, Sorting, and Indexing: University of Colorado Boulder
  • AI Agents and Agentic AI Architecture in Python: Vanderbilt University
  • Local Economic Development: Erasmus University Rotterdam
  • Software Development Processes and Methodologies: University of Minnesota
  • Agile Planning for Software Products: University of Alberta

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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