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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


  • J

    Johns Hopkins University

    Systems Science and Obesity

    Skills you'll gain: Systems Thinking, Epidemiology, Systems Analysis, Social Network Analysis, Simulations, Network Analysis, Public Health, Network Model, Public Health and Disease Prevention, Social Determinants Of Health, Behavioral Health, Economics

    4.6 stars, 205 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.6 (205) · Beginner · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • F

    Fred Hutchinson Cancer Center

    Write Smarter with Overleaf and LaTeX

    Skills you'll gain: Collaborative Software, GitHub, Technical Writing, Technical Support, Version Control, Document Management, Technical Documentation, Typography

    4.3 stars, 144 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.3 (144) · Beginner · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • I

    Infosec

    Python for Active Defense

    Skills you'll gain: Threat Detection, Cyber Security Strategy, System Monitoring, Cybersecurity, Cyber Operations, Continuous Monitoring, Network Security, Network Monitoring, Python Programming, Scripting, Scripting Languages

    4.5 stars, 86 reviews, Intermediate, Course, 1 - 4 Weeks

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

    Status: Free trial
    Free trial
  • V

    Vanderbilt University

    AI Agents with Model Context Protocol

    Skills you'll gain: Model Context Protocol, Token Optimization, AI Workflows, Generative AI Agents, Agentic Workflows, AI Orchestration, Agentic systems, Tool Calling, Context Engineering, Artificial Intelligence and Machine Learning (AI/ML), AI Security, AI Enablement, Prompt Patterns, Prompt Engineering, ChatGPT, AI Personalization, AI Product Strategy, Anthropic Claude, Multimodal Prompts, Generative AI

    4.6 stars, 17 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.6 (17) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • C

    Columbia University

    Visual Perception

    Skills you'll gain: Computer Vision, Image Analysis, Dimensionality Reduction, Artificial Neural Networks, Machine Learning Methods, Deep Learning, Graph Theory, Machine Learning Algorithms

    4.6 stars, 35 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.6 (35) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • E

    Edureka

    Explainable AI for Everyone

    Skills you'll gain: Responsible AI, Technical Communication, Data Ethics, Model Evaluation, Interactive Data Visualization, Data Storytelling, Machine Learning, Data Visualization, Feature Engineering, Applied Machine Learning, Classification And Regression Tree (CART), Machine Learning Methods, Regression Analysis, Decision Tree Learning, Trustworthiness, Artificial Intelligence and Machine Learning (AI/ML), Scikit Learn (Machine Learning Library), Statistical Methods, Stakeholder Analysis, Debugging

    Beginner · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
  • E

    EDUCBA

    Master After Effects: Analyze & Create Dynamic Motion

    Skills you'll gain: Adobe After Effects, Motion Graphics, Animations, Graphic and Visual Design, Adobe Photoshop, Post-Production, Photo/Video Production and Technology, Visual Storytelling, AI powered creativity, Spatial Analysis

    5 stars, 16 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 5 (16) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • T

    The Hong Kong University of Science and Technology

    General Relativity I: Theoretical Foundations

    Skills you'll gain: Physics, Differential Equations, Linear Algebra, Calculus, Mathematical Modeling, Advanced Mathematics, Mechanics, Applied Mathematics, Derivatives

    4.8 stars, 10 reviews, Mixed, Course, 1 - 4 Weeks

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

    Category: Preview
    Preview
  • D

    Duke University

    ART of the MOOC: Public Art and Pedagogy

    Skills you'll gain: Interactive Learning, Peer Review, Pedagogy, Art History, Public History, Digital pedagogy, Social Sciences, Aesthetics, Community Organizing, Community Outreach, Education and Training, Social Justice, Creativity, Political Sciences, Higher Education, Community Development, Social Impact, Media and Communications, Team Collaboration

    4.7 stars, 131 reviews, Beginner, Course, 1 - 3 Months

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

    Status: Free trial
    Free trial
  • E

    EDUCBA

    Project Management Foundations & Practical Skills

    Skills you'll gain: Project Scoping, Change Control, Cost Control, Scope Management, Project Risk Management, Project Performance, Stakeholder Engagement, Project Management, Project Controls, Project Management Life Cycle, Stakeholder Management, Project Schedules, Project Management Institute (PMI) Methodology, Risk Management, Scheduling, Project Planning, Work Breakdown Structure, Risk Mitigation, Requirements Management, Change Management

    Mixed · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
  • E

    EDUCBA

    MAYA Architecture - Bedroom Interiors

    Skills you'll gain: 3D Modeling, Autodesk Maya, 3D Assets, Autodesk, SketchUp (3D Modeling Software), Computer Graphics, Visualization (Computer Graphics), Computer Graphic Techniques, Functional Design, Simulations, Design Elements And Principles, Design

    4.8 stars, 11 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.8 (11) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • I

    Instituto Tecnológico de Aeronáutica

    Princípios de Desenvolvimento Ágil de Software

    Skills you'll gain: User Story, Agile Software Development, Backlogs, Agile Methodology, Scrum (Software Development), User Requirements Documents, Sprint Retrospectives, Agile Product Development, Test Driven Development (TDD), Agile Project Management, Requirements Elicitation, Requirements Analysis, Sprint Planning, Software Development Methodologies, Software Engineering, Program Development, Diagram Design, Software Development, Collaborative Software

    4.6 stars, 221 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.6 (221) · Intermediate · Course · 1 - 4 Weeks

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

  • Systems Science and Obesity: Johns Hopkins University
  • Write Smarter with Overleaf and LaTeX: Fred Hutchinson Cancer Center
  • Python for Active Defense: Infosec
  • AI Agents with Model Context Protocol: Vanderbilt University
  • Visual Perception: Columbia University
  • Explainable AI for Everyone: Edureka
  • Master After Effects: Analyze & Create Dynamic Motion: EDUCBA
  • General Relativity I: Theoretical Foundations: The Hong Kong University of Science and Technology
  • ART of the MOOC: Public Art and Pedagogy: Duke University
  • Project Management Foundations & Practical Skills: 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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