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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

    Designing and Deploying Advanced AI Agents and Applications

    Skills you'll gain: Reinforcement Learning, Artificial Intelligence and Machine Learning (AI/ML), AI Orchestration, LLM Application, Generative AI Agents, Agentic Workflows, Artificial Intelligence, Agentic systems, Large Language Modeling, Machine Learning Methods, Cloud Services, Responsible AI, Cloud Deployment, Machine Learning Algorithms, Model Training, Front-End Web Development, Python Programming, Scalability, Data Science, Data Management

    Intermediate · Course · 1 - 4 Weeks

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

    Coursera

    Storing, Retrieving, and Processing JSON data with Python

    Skills you'll gain: JSON, Application Programming Interface (API), Application Development, Data Access, Restful API, Python Programming, Program Development, User Interface (UI)

    4.2 stars, 13 reviews, Intermediate, Guided Project, Less Than 2 Hours

    ★ 4.2 (13) · Intermediate · Guided Project · Less Than 2 Hours

  • C

    Coursera

    Master Electric Vehicle Tech: Software Skills

    Skills you'll gain: Electrical Systems, Embedded Software, Electric Power Systems, Engineering Software, Power Electronics, Hardware Troubleshooting, Software Systems, Systems Architecture, Electrical Engineering, Systems Integration, Debugging, Control Systems

    4.6 stars, 11 reviews, Beginner, Course, 1 - 4 Weeks

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

    Status: Free trial
    Free trial
  • P

    Packt

    JUnit and Mockito Unit Testing for Java Developers

    Skills you'll gain: JUnit, Unit Testing, IntelliJ IDEA, Apache Maven, Software Testing, Test Case, Java Programming, Integrated Development Environments, Test Automation, Java, Build Tools, Software Architecture

    4.8 stars, 8 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.8 (8) · Intermediate · Course · 1 - 3 Months

  • E

    EDUCBA

    Internet Business Ideas and Online Income Strategies

    Skills you'll gain: Social Media Campaigns, Social Media Marketing, Target Audience, Digital Brand Strategy, Digital Media Strategy, Social Media, Target Market, Social Media Management, Digital Content, Social Media Strategy, Social Media Content, Marketing, Digital Publishing, Blogs, Content Marketing, Digital Marketing, Business Marketing, Sustainable Business, Business, Student Services

    Mixed · Course · 1 - 4 Weeks

    Category: New
    New
    Category: Preview
    Preview
  • A

    AI CERTs

    AI for Game Design Agent

    Skills you'll gain: AI powered creativity, Agentic Workflows, AI Workflows, Visual Storytelling

    Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
  • W

    Whizlabs

    Data Governance with Databricks

    Skills you'll gain: Data Governance, Extract, Transform, Load, Data Access, Metadata Management, Role-Based Access Control (RBAC), Data Cleansing, Databricks, Data Management, Data Pipelines, Data Lakes, Amazon Web Services, Amazon Redshift, Data Security, Data Warehousing, Data Quality, Data Capture, Fraud detection

    3.5 stars, 12 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 3.5 (12) · Intermediate · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • P

    Packt

    Microsoft Power BI - The Complete Masterclass - 2026 EDITION

    Skills you'll gain: Power BI, Data Analysis Expressions (DAX), Pivot Tables And Charts, Data Manipulation, Interactive Data Visualization, Data Visualization Software, Data Visualization, Data Integration, Dashboard, Role-Based Access Control (RBAC), Data Import/Export, Relational Databases, Security Controls

    Intermediate · Course · 3 - 6 Months

  • A

    Alberta Machine Intelligence Institute

    Introduction to Generative AI: Concepts and Techniques

    Skills you'll gain: Prompt Engineering, Retrieval-Augmented Generation, Generative AI, Prompt Patterns, Generative Model Architectures, Large Language Modeling, AI Security, Open Source Technology, Responsible AI, Embeddings, Fine-tuning, Natural Language Processing

    Mixed · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • N

    Northeastern University

    Basic Programming in Python II

    Skills you'll gain: Web Applications, Web Development, Object Oriented Programming (OOP), Application Frameworks, Application Development, Python Programming, Computer Programming, Programming Principles, Data Science, Data Analysis, Maintainability, Code Reusability, Style Guides

    Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • P

    Packt

    Introduction to PMP and Agile Methodologies

    Skills you'll gain: Project Documentation, Agile Methodology, Agile Project Management, Project Management, Agile Software Development, Project Management Life Cycle, Project Planning, Project Management Institute (PMI) Methodology, Sprint Planning, Backlogs, Stakeholder Management, Team Management

    4.4 stars, 8 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.4 (8) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • D

    Duke University

    Data Science Ethics with R

    Skills you'll gain: Data Ethics, Responsible AI, Data Visualization, Data Presentation, Data Storytelling, Ethical Standards And Conduct, Data Science, Data Collection, Personally Identifiable Information, Information Privacy, Machine Learning, Algorithms

    4.9 stars, 14 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.9 (14) · Beginner · 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

  • Designing and Deploying Advanced AI Agents and Applications: Packt
  • Storing, Retrieving, and Processing JSON data with Python: Coursera
  • Master Electric Vehicle Tech: Software Skills: Coursera
  • JUnit and Mockito Unit Testing for Java Developers: Packt
  • Internet Business Ideas and Online Income Strategies: EDUCBA
  • AI for Game Design Agent: AI CERTs
  • Data Governance with Databricks: Whizlabs
  • Microsoft Power BI - The Complete Masterclass - 2026 EDITION: Packt
  • Introduction to Generative AI: Concepts and Techniques: Alberta Machine Intelligence Institute
  • Basic Programming in Python II: Northeastern 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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