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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

    Self-Driving Car Specialization Course

    Skills you'll gain: Control Systems, Computer Vision, Image Analysis, Robotics, Machine Controls, Automation, Embedded Software, Simulations, Simulation and Simulation Software, Systems Architecture, Virtual Environment, Predictive Modeling, Estimation

    Intermediate · Course · 1 - 3 Months

  • P

    Packt

    Substance Painter to Unreal Engine 5 Masterclass

    Skills you'll gain: Post-Production, Cinematography, Unreal Engine, Animations, 3D Assets, Computer Graphic Techniques, Computer Graphics, 3D Modeling, Virtual Environment, Video Game Development, Multimedia, Baking

    4.6
    Rating, 4.6 out of 5 stars
    ·
    7 reviews

    Beginner · Course · 3 - 6 Months

  • Status: New
    New
    U

    University of Colorado Boulder

    Computational Bayesian Statistics for Data Science

    Skills you'll gain: Bayesian Statistics, Data Science, Statistical Machine Learning, Statistical Methods, Statistical Software, Statistical Analysis, Mathematics and Mathematical Modeling, Computational Logic, Statistical Inference, Probability & Statistics, Machine Learning Methods, Computational Thinking

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    S

    Scrimba

    API Basics 3: Build a Game (Async JS, Callbacks & Promises)

    Skills you'll gain: Event-Driven Programming, Javascript, Application Programming Interface (API), Game Design, Restful API, Software Development

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Maryland, College Park

    Platform Product Management

    Skills you'll gain: No-Code Development, Experience Design, Application Development, User Experience, User Interface (UI), Data Modeling, User Interface (UI) Design, Sprint Retrospectives, Driving engagement, Service Recovery, Digital Transformation, Application Design, Drive Engagement, Computing Platforms, Data Store, User Feedback, Customer Engagement, Product Management, Middleware, System Implementation

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Space is Everywhere

    Skills you'll gain: Journalism, Music, Culture, Media and Communications, Liberal Arts, Storytelling, Creativity, Music History, Visual Storytelling, Ancient History, Social Studies, World History, Cinematography, Scientific Visualization, Science and Research, Videography, Writing

    4.6
    Rating, 4.6 out of 5 stars
    ·
    15 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Preview
    Preview
    U

    Universitat Politècnica de València

    Introduction to SQL and relational databases

    Skills you'll gain: SQL, Database Management Systems, Data Integrity, Database Management, Relational Databases, Database Systems, Database Administration, Databases, Database Theory, Query Languages, Database Design, Secure Coding, Back-End Web Development, Web Applications, Application Security, Data Manipulation

    Beginner · Course · 1 - 3 Months

  • P

    Packt

    Data Meets Design – Business PowerPoint Skills

    Skills you'll gain: Data Visualization, Storytelling, Diagram Design, Action Oriented, Concision, Branding

    Intermediate · Course · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    P

    Packt

    Agile Product Owner Level 1 – Certification & Mock Exams

    Skills you'll gain: AI Product Strategy, Project Estimation, Agile Product Development, Jira (Software), Agile Methodology, Estimation, Backlogs, Agile Project Management, Sprint Planning, Project Management Software, User Story, ChatGPT, AI Enablement, Prioritization, Continuous Improvement Process

    Intermediate · Course · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    S

    Skillshare

    Cinematography & Videography Guide: Shot & Expert Tips

    Skills you'll gain: Cinematography, Videography, Photo/Video Production and Technology, Video Production, Creativity, Visual Storytelling, Storytelling, Image Quality, Content Creation

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    BiteSize Python for Absolute Beginners: Flow Controls

    Skills you'll gain: Python Programming, Programming Principles, Code Reusability, Program Development, Computational Logic, Functional Design, Computational Thinking

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    S

    Scrimba

    Build a Support Agent with Vercel AI SDK

    Skills you'll gain: OpenAI API, AI Integrations, Agentic Workflows, LLM Application, Vector Databases, Generative AI Agents, Tool Calling, Embeddings, Retrieval-Augmented Generation, Prompt Patterns, Artificial Intelligence and Machine Learning (AI/ML), Generative AI, Prompt Engineering, Agentic systems, Large Language Modeling, TypeScript, Responsible AI, Software Development, Real Time Data, Software Design Patterns

    Intermediate · Course · 1 - 4 Weeks

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

  • Self-Driving Car Specialization Course: Packt
  • Substance Painter to Unreal Engine 5 Masterclass: Packt
  • Computational Bayesian Statistics for Data Science: University of Colorado Boulder
  • API Basics 3: Build a Game (Async JS, Callbacks & Promises): Scrimba
  • Platform Product Management: University of Maryland, College Park
  • Space is Everywhere: University of Colorado Boulder
  • Introduction to SQL and relational databases: Universitat Politècnica de València
  • Data Meets Design – Business PowerPoint Skills: Packt
  • Agile Product Owner Level 1 – Certification & Mock Exams: Packt
  • Cinematography & Videography Guide: Shot & Expert Tips: Skillshare

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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