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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

    When Disaster Meets Conflict

    Skills you'll gain: Policy Development, Conflict Management, Ethical Standards And Conduct, Disaster Recovery, Policy Analysis, Emergency Response, Mitigation, International Relations, Risk Analysis, Risk Management, Public Safety and National Security, Decision Intelligence

    ★ 4.7 (87) · Intermediate · Course · 1 - 3 Months

    Category: Free
    Free
  • C

    Coursera

    Data Balancing with Gen AI: Credit Card Fraud Detection

    Skills you'll gain: Generative Adversarial Networks (GANs), Generative AI, Fraud detection, Generative Model Architectures, Keras (Neural Network Library), Tensorflow, Data Preprocessing, Deep Learning, Dimensionality Reduction, Data Visualization, Model Training, Data Synthesis, Python Programming

    ★ 4.1 (9) · Intermediate · Guided Project · Less Than 2 Hours

  • C

    Coursera

    Building AI Agents for Complex Tasks

    Skills you'll gain: AI Orchestration, AI Workflows, LLM Application, Agentic Workflows, Generative AI Agents, Agentic systems, Tool Calling, LangChain, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Memory Management, Model Evaluation, Context Management, Performance Testing, Development Testing, Debugging

    Intermediate · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • L

    LearnKartS

    Complete Git

    Skills you'll gain: Git (Version Control System), GitHub, Version Control, Integrated Development Environments, IntelliJ IDEA, Software Development Tools, Eclipse (Software), Code Review, CI/CD, Microsoft Visual Studio, Development Environment, Software Versioning, Collaborative Software, Continuous Integration, Software Development, Remote Access Systems, Configuration Management, DevOps, Open Source Technology, Release Management

    ★ 4.2 (36) · Beginner · Specialization · 3 - 6 Months

    Status: Free Trial
    Free Trial
  • O

    O.P. Jindal Global University

    Cognitive Psychology

    Skills you'll gain: Psychology, Research, Research Design, Scientific Methods, Research Methodologies, Human Learning, Sensory Systems Analysis, Culture, Decision Intelligence, Experimentation, Case Studies, Learning Strategies

    Beginner · Course · 3 - 6 Months

    Category: New
    New
    Category: Preview
    Preview
    Category: Build toward a degree
    Build toward a degree
  • E

    EDUCBA

    Portfolio Management and Strategic Optimization

    Skills you'll gain: Project Portfolio Management, Portfolio Management, Resource Allocation, Strategic Prioritization, Resource Utilization, Portfolio Risk, Strategic Decision-Making, Resource Management, Resource Planning, Business Priorities, Performance Measurement, Organizational Strategy, Program Management, Risk Management, Performance Metric, Strategic Planning, Project Management, Prioritization, Performance Analysis, Governance

    Mixed · Course · 1 - 4 Weeks

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

    EDUCBA

    Agile Practices: Apply, Evaluate & Optimize Planning

    Skills you'll gain: Stakeholder Engagement, Decision Making, Test Driven Development (TDD)

    Intermediate · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • U

    University of Colorado Boulder

    Ethical Issues in AI and Professional Ethics

    Skills you'll gain: Data Ethics, Responsible AI, Diversity Awareness, Generative AI, Diversity Training, Ethical Standards And Conduct, Diversity Programs, Diversity Equity and Inclusion Initiatives, AI literacy, Cultural Diversity, Artificial Intelligence, Algorithms, Case Studies

    ★ 4.5 (39) · Beginner · Course · 1 - 3 Months

    Status: Free Trial
    Free Trial
    Category: Build toward a degree
    Build toward a degree
  • E

    EDUCBA

    PySide2 Project - Employee Management Application

    Skills you'll gain: Web Frameworks

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

    Category: Preview
    Preview
  • E

    EDUCBA

    DirectX: Implement & Optimize 3D Rendering

    Skills you'll gain: Computer Graphics, Visualization (Computer Graphics), Computer Graphic Techniques, C and C++, C++ (Programming Language), Image Quality, Applied Mathematics, Algebra

    Mixed · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • C

    Coursera

    GenAI for Program Managers

    Skills you'll gain: Agile Software Development, Program Management, Responsible AI, Planning, Generative AI, AI literacy, Risk Analysis, Prompt Engineering, Analytics

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

    Status: Free Trial
    Free Trial
  • E

    EDUCBA

    Analyze Corporate Banking Products & Strategies

    Skills you'll gain: Banking, Project Finance, Banking Services, Cash Management, Commercial Banking, Commercial Lending, Working Capital, Corporate Finance, Lending and Underwriting, Loans, Financial Services, Relationship Management, Financial Management, Financial Analysis, Corporate Strategy, Cash Flows, Customer Relationship Management, Environmental Social And Corporate Governance (ESG), Business Relationship Management, Hedge Accounting

    ★ 5 (11) · Mixed · Course · 1 - 4 Weeks

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

  • When Disaster Meets Conflict: Erasmus University Rotterdam
  • Data Balancing with Gen AI: Credit Card Fraud Detection: Coursera
  • Building AI Agents for Complex Tasks: Coursera
  • Complete Git: LearnKartS
  • Cognitive Psychology: O.P. Jindal Global University
  • Portfolio Management and Strategic Optimization: EDUCBA
  • Agile Practices: Apply, Evaluate & Optimize Planning: EDUCBA
  • Ethical Issues in AI and Professional Ethics: University of Colorado Boulder
  • PySide2 Project - Employee Management Application: EDUCBA
  • DirectX: Implement & Optimize 3D Rendering: 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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