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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


  • U

    University of Michigan

    AI for Lawyers and Other Advocates

    Skills you'll gain: Responsible AI, AI literacy, Delegation Skills, Legal Technology, Critical Thinking, Time Management, AI Enablement, AI powered creativity, Artificial Intelligence, Legal Risk, Advocacy, AI Integrations, Leadership Development, Lifelong Learning, Professional Development, Constructive Feedback, Leadership, Creativity, Generative AI, Communication

    4.6 stars, 86 reviews, Beginner, Specialization, 1 - 3 Months

    ★ 4.6 (86) · Beginner · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • C

    Coursera

    Master Agentic AI: Core Principles & Real-World PC

    Skills you'll gain: Threat Modeling, Feature Engineering, Anomaly Detection, Data Visualization, Data Presentation, MLOps (Machine Learning Operations), Agentic Workflows, Interactive Data Visualization, AI Orchestration, AI Security, A/B Testing, Generative AI Agents, Threat Management, Model Optimization, Open Web Application Security Project (OWASP), Technical Communication, Agentic systems, Continuous Monitoring, CI/CD, Reinforcement Learning

    Intermediate · Professional Certificate · 3 - 6 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • C

    California Institute of the Arts

    Character Design for Video Games

    Skills you'll gain: Animation and Game Design, Animations, Game Design, Design, Technical Design, Conceptual Design, Design Strategies, Design Elements And Principles, Creative Design

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

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

    Status: Free trial
    Free trial
  • U

    University of Glasgow

    Clinical Decision Support Systems

    Skills you'll gain: Model Evaluation, Data Ethics, Federated Learning, Responsible AI, AI Security, Medical Privacy, Decision Intelligence, Machine Learning, Statistical Machine Learning, Decision Support Systems, Machine Learning Methods, Predictive Modeling, Healthcare Ethics, Information Privacy, Health Equity, Deep Learning, Data Loss Prevention, Human Centered Design

    Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • J

    Johns Hopkins University

    Understanding and Strengthening Health Systems

    Skills you'll gain: Advocacy, Health Systems, Health Policy, Health Care Administration, Community Health, Policy Development, Primary Care, Health Care, Public Health, Health Administration, Healthcare Industry Knowledge, Community Organizing, Health Disparities, Systems Thinking, Policy Analysis, Governance, Training Programs, Pharmaceuticals, Education and Training

    4.6 stars, 357 reviews, Beginner, Course, 1 - 4 Weeks

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

    Status: Free trial
    Free trial
  • M

    Macquarie University

    Statistics and Data Analysis with Excel

    Skills you'll gain: Data Visualization, Statistical Inference, Statistical Hypothesis Testing, Data-Driven Decision-Making, Descriptive Statistics, Statistical Analysis, Statistical Methods, Sampling (Statistics), Excel Formulas, Spreadsheet Software, Box Plots, Time Series Analysis and Forecasting, Data Analysis Software, Statistical Modeling, Advanced Analytics, Financial Forecasting, Probability Distribution, Descriptive Analytics, Variance Analysis, Predictive Modeling

    4.7 stars, 138 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.7 (138) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • E

    EDUCBA

    Category Management & Retail Merchandising

    Skills you'll gain: Planogram, Product Assortment, Merchandising, Retail Management, Retail Store Operations, Product Management, Inventory Control, Retail Sales, Product Planning, Inventory Management, Performance Metric, Sales Management, Business, Performance Analysis, Data-Driven Decision-Making, Sales, Planning, Budgeting, Forecasting, Design

    Mixed · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
  • U

    University of Colorado Boulder

    Introduction to Python Fundamentals

    Skills you'll gain: Programming Principles, Computer Science, Computer Programming, Data Manipulation, Python Programming, Computational Logic, Data Science

    4.8 stars, 230 reviews, Beginner, Course, 1 - 4 Weeks

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

    Status: Free trial
    Free trial
  • U

    University of Pennsylvania

    The Power of Team Culture

    Skills you'll gain: Intercultural Competence, Team Building, Team Leadership, Cultural Diversity, Team Motivation, Team Performance Management, Culture, Cultural Sensitivity, Team Collaboration, Diversity Awareness, Culture Transformation, Industrial and Organizational Psychology, Organizational Change, Leadership

    4.6 stars, 549 reviews, Beginner, Course, 1 - 3 Months

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

    Status: Free trial
    Free trial
  • M

    Meta

    Mobile Development and JavaScript

    Skills you'll gain: Jest (JavaScript Testing Framework), Mobile Development, Web Development Tools, Android Development, React.js, Javascript, Unit Testing, Test Script Development, Node.JS, Package and Software Management, Programming Principles, Object Oriented Programming (OOP), Event-Driven Programming, Functional Design

    4.1 stars, 134 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.1 (134) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • D

    DeepLearning.AI

    Finetuning Large Language Models

    Skills you'll gain: Fine-tuning, Large Language Modeling, Model Training, Prompt Engineering, Retrieval-Augmented Generation, Model Optimization, Transfer Learning, Data Preprocessing

    4.6 stars, 628 reviews, Intermediate, Project, Less Than 2 Hours

    ★ 4.6 (628) · Intermediate · Project · Less Than 2 Hours

    Category: Free
    Free
  • C

    Codio

    Advanced Django: Mastering Django and Django Rest Framework

    Skills you'll gain: Django (Web Framework), Performance Tuning, Postman API Platform, Restful API, Application Programming Interface (API), Data Validation, Authentications, Frontend Integration, React.js, API Testing, Authorization (Computing), Secure Coding, Object-Relational Mapping, API Design, Scalability, JavaScript Frameworks, JSON, Test Tools, Web Development, Python Programming

    4.6 stars, 163 reviews, Advanced, Specialization, 3 - 6 Months

    ★ 4.6 (163) · Advanced · Specialization · 3 - 6 Months

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

  • AI for Lawyers and Other Advocates: University of Michigan
  • Master Agentic AI: Core Principles & Real-World PC: Coursera
  • Character Design for Video Games: California Institute of the Arts
  • Clinical Decision Support Systems: University of Glasgow
  • Understanding and Strengthening Health Systems: Johns Hopkins University
  • Statistics and Data Analysis with Excel: Macquarie University
  • Category Management & Retail Merchandising: EDUCBA
  • Introduction to Python Fundamentals: University of Colorado Boulder
  • The Power of Team Culture: University of Pennsylvania
  • Mobile Development and JavaScript: Meta

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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