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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: Preview
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    T

    The University of Tokyo

    Welcome to Game Theory

    Skills you'll gain: Game Theory, Social Sciences, Negotiation, Behavioral Economics, Economics, Strategic Decision-Making, Decision Making, Business Strategy, Strategic Planning, Probability

    4.7
    Rating, 4.7 out of 5 stars
    ·
    2K reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    P

    Packt

    Recommender Systems Complete Course Beginner to Advanced

    Skills you'll gain: Recurrent Neural Networks (RNNs), Tensorflow, Natural Language Processing, Deep Learning, Predictive Modeling, Time Series Analysis and Forecasting, Artificial Neural Networks, Machine Learning, Embeddings, Data Preprocessing

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Classify Radio Signals with PyTorch

    Skills you'll gain: PyTorch (Machine Learning Library), Transfer Learning, Convolutional Neural Networks, Digital Signal Processing, Image Analysis, Classification Algorithms, Model Evaluation, Deep Learning, Computer Vision, Telecommunications

    3.7
    Rating, 3.7 out of 5 stars
    ·
    12 reviews

    Intermediate · Guided Project · Less Than 2 Hours

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    O

    O.P. Jindal Global University

    Development Across the Lifespan

    Skills you'll gain: Cognitive flexibility, Hospice, Mental Health Diseases and Disorders, Mental Health, Prenatal Care, Critical Thinking

    Build toward a degree

    Beginner · Course · 3 - 6 Months

  • Status: Free Trial
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    U

    University of Alberta

    Software Processes and Agile Practices

    Skills you'll gain: Agile Methodology, Kanban Principles, Agile Software Development, Software Development Methodologies, Software Development Life Cycle, Scrum (Software Development), Software Engineering, Process Driven Development

    4.7
    Rating, 4.7 out of 5 stars
    ·
    5.3K reviews

    Mixed · Course · 1 - 4 Weeks

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    C

    Coursera

    RF/Microwave Design - Antenna Design

    Skills you'll gain: electromagnetics, Electrical Engineering, Electronics Engineering, Electronics, Verification And Validation, Communication Systems, Wireless Networks, Digital Communications, Telecommunications, Technical Design, Prototyping, Engineering Design Process, Simulation and Simulation Software, Simulations, Workflow Management, Radiation Protection, Network Troubleshooting, Business Workflow Analysis

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
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    Status: Free Trial
    Free Trial
    L

    LearnQuest

    Advancing Sales Team Impact

    Skills you'll gain: Customer Engagement, Sales Training, Employee Retention, Sales Enablement, Sales Management, Innovation, Sales Strategy, Sales, Sales Development, Sales Territory Management, Stress Management, Team Building, Professional Networking, Technical Sales, Growth Strategies, Market Opportunities, Continuous Improvement Process, Constructive Feedback, Personalized Service, Resilience

    Beginner · Course · 1 - 4 Weeks

  • O

    O.P. Jindal Global University

    Bachelor of Science in Psychology

    Skills you'll gain: Research, Psychology, Social Sciences, Mental Health Diseases and Disorders, Scientific Methods, Social Skills, Social Justice, Human Learning, Human Development, Cognitive flexibility, Hospice, Empathy & Emotional Intelligence, Learning Theory, Culture, Biology, Interpersonal Communications, Mental Health, Emotional Intelligence, Prenatal Care, Critical Thinking

    Earn a degree

    Degree · 1 - 4 Years

  • Status: New
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    U

    University of Colorado System

    AI for Healthcare Systems

    Skills you'll gain: Responsible AI, Agentic systems, Data Ethics, Machine Learning Algorithms, Agentic Workflows, Data Governance, AI Enablement, Health Systems, Machine Learning Methods, Health Informatics, Artificial Intelligence, Analytics, Digital Transformation, Healthcare Industry Knowledge, Generative AI Agents, Machine Learning, Health Technology, Health Information Management, Information Technology, Information Systems

    4.3
    Rating, 4.3 out of 5 stars
    ·
    23 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: New
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    Status: Free Trial
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    E

    Edureka

    Building RAG and MCP Servers with Claude

    Skills you'll gain: Retrieval-Augmented Generation, Model Context Protocol, Agentic Workflows, AI Orchestration, Generative AI Agents, Anthropic Claude, Prompt Engineering, Tool Calling, Generative AI, Automation, Scalability, Application Programming Interface (API), Servers, Python Programming

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Alberta

    Client Needs and Software Requirements

    Skills you'll gain: Requirements Analysis, Requirements Elicitation, Requirements Management, Functional Requirement, Business Requirements, Product Requirements, Backlogs, User Requirements Documents, Scope Management, Change Control, User Story, System Requirements, Client Services, Acceptance Testing, Agile Software Development, Prioritization

    4.8
    Rating, 4.8 out of 5 stars
    ·
    3.2K reviews

    Mixed · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    E

    Edureka

    Generative AI Essentials for Finance and Accounting

    Skills you'll gain: Prompt Engineering, Generative AI, Prompt Engineering Tools, Miro AI, Financial Accounting, Cash Flow Forecasting, Accounting, Risk Analysis, Cash Flows, Data Processing

    Beginner · Course · 1 - 4 Weeks

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

  • Welcome to Game Theory: The University of Tokyo
  • Recommender Systems Complete Course Beginner to Advanced: Packt
  • Classify Radio Signals with PyTorch: Coursera
  • Development Across the Lifespan: O.P. Jindal Global University
  • Software Processes and Agile Practices: University of Alberta
  • RF/Microwave Design - Antenna Design: Coursera
  • Advancing Sales Team Impact: LearnQuest
  • Bachelor of Science in Psychology: O.P. Jindal Global University
  • AI for Healthcare Systems: University of Colorado System
  • Building RAG and MCP Servers with Claude: Edureka

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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