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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


  • P

    Packt

    AWS Visualization, Security, and Exam Preparation

    Skills you'll gain: AWS SageMaker, AWS Identity and Access Management (IAM), Data Visualization, Data Presentation, Dashboard, Amazon Web Services, Interactive Data Visualization, Data Visualization Software, Dashboard Creation, Amazon Redshift, Big Data, Cloud Security, Security Controls, Encryption, Applied Machine Learning, Amazon Elastic Compute Cloud, Key Management, Cloud-Based Integration, Data Integration, Predictive Modeling

    Advanced · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • A

    Amazon Web Services

    Amazon Macie - Getting Started

    Skills you'll gain: Data Security, Cloud Security, Amazon S3, Amazon Web Services, AWS Identity and Access Management (IAM), Machine Learning Methods

    Beginner · Course · 1 - 4 Weeks

    Category: Free
    Free
  • P

    Packt

    Master AI Agents – Build Leads from Scratch

    Skills you'll gain: AI Workflows, Prompt Engineering Tools, Agentic Workflows, Deepseek, Automation, Agentic systems, AI Integrations

    Intermediate · Course · 3 - 6 Months

  • B

    Board Infinity

    Designing Multi-Agent Systems: Collaboration and Workflows

    Skills you'll gain: AI Orchestration, AI Workflows, CrewAI, LangGraph, Agentic Workflows, Generative AI Agents, LLM Application, Agentic systems, Context Management, Memory Management, Python Programming

    Intermediate · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
  • P

    Politecnico di Milano

    MOOC about MOOCs: design and develop high-quality MOOCs

    Skills you'll gain: Learning Management Systems, Digital pedagogy, Education Software and Technology, Web Content Accessibility Guidelines, Content Management, AI Integrations

    Beginner · Course · 1 - 4 Weeks

    Category: New
    New
    Category: Preview
    Preview
  • C

    Coursera

    RF/Microwave Design - RF Simulation Tools (ADS)

    Skills you'll gain: Telecommunications, Electronics Engineering, Electronics, Schematic Diagrams, Electrical Engineering, Communication Systems, Electronic Systems, electromagnetics, Electrical and Computer Engineering, Hardware Design, Simulation and Simulation Software, Simulations, Performance Tuning, Verification And Validation

    Intermediate · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • P

    Pragmatic AI Labs

    Agentic AI: Actor Models and Subagent Architecture

    Skills you'll gain: Agentic Workflows, AI Workflows, Agentic systems, AI Orchestration, Claude Code, Generative AI Agents, Rust (Programming Language), Distributed Computing, Anthropic Claude, Go (Programming Language), LLM Application, Software Architecture, Event-Driven Programming, Maintainability, Software Design Patterns, Large Language Modeling, Scalability, TypeScript, Supervised Learning

    Beginner · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
  • P

    Packt

    Python for Game Programming - Pygame from A to Z

    Skills you'll gain: Object Oriented Programming (OOP), Video Game Development, Debugging, Animation and Game Design, Game Design, Program Development, Python Programming, Event-Driven Programming, Computer Graphics, Animations, Computer Graphic Techniques, Development Environment

    Intermediate · Course · 1 - 3 Months

  • C

    Coursera

    Use Genially to Create Award Certificates

    Skills you'll gain: Education Software and Technology, Recognizing Others, Collaboration

    4.7 stars, 6 reviews, Beginner, Guided Project, Less Than 2 Hours

    ★ 4.7 (6) · Beginner · Guided Project · Less Than 2 Hours

    Category: Free
    Free
  • D

    Duke University

    Financing for Impact Entrepreneurs

    Skills you'll gain: Entrepreneurial Finance, Finance, Entrepreneurship, Corporate Finance, Capital Markets, Environmental Social And Corporate Governance (ESG), Social Impact, Investments, Return On Investment, Fiscal Management, Financial Management, Stakeholder Engagement, Strategic Partnership, Asset Management, Portfolio Management, Business Strategy, Investment Management, International Finance, Business Management, Market Dynamics

    Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • A

    Alberta Machine Intelligence Institute

    Demystifying GenAI: Concepts and Applications

    Skills you'll gain: Generative AI, Generative Model Architectures, AI literacy, AI powered creativity, Case Studies, Artificial Intelligence, Responsible AI, Large Language Modeling

    Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • B

    Board Infinity

    Hands-On Spring MVC: Best Practices for Java Developers

    Skills you'll gain: Model View Controller, Spring Framework, Java, Application Frameworks, Web Applications, Context Management, Software Architecture, Application Development, Data Validation, Data Mapping

    Intermediate · Course · 1 - 4 Weeks

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

  • AWS Visualization, Security, and Exam Preparation: Packt
  • Amazon Macie - Getting Started: Amazon Web Services
  • Master AI Agents – Build Leads from Scratch: Packt
  • Designing Multi-Agent Systems: Collaboration and Workflows: Board Infinity
  • MOOC about MOOCs: design and develop high-quality MOOCs: Politecnico di Milano
  • RF/Microwave Design - RF Simulation Tools (ADS): Coursera
  • Agentic AI: Actor Models and Subagent Architecture: Pragmatic AI Labs
  • Python for Game Programming - Pygame from A to Z: Packt
  • Use Genially to Create Award Certificates: Coursera
  • Financing for Impact Entrepreneurs: Duke University

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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