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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


  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Quantum Mechanics for Engineers

    Skills you'll gain: Electrical Engineering, Numerical Analysis, Linear Algebra, Physics, Angular, Applied Mathematics, Advanced Mathematics, Mathematical Modeling, Engineering Analysis, Calculus, Differential Equations, Simulations, Physical Science

    Build toward a degree

    4.4
    Rating, 4.4 out of 5 stars
    ·
    105 reviews

    Intermediate · Specialization · 1 - 3 Months

  • Status: Free Trial
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    G

    Google

    Get Started with Python

    Skills you'll gain: Object Oriented Programming (OOP), Data Structures, Python Programming, NumPy, Pandas (Python Package), Data Analysis, Scripting, Data Manipulation, Data Visualization, Algorithms, Debugging

    4.8
    Rating, 4.8 out of 5 stars
    ·
    1.8K reviews

    Advanced · Course · 1 - 3 Months

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    M

    Michigan State University

    Write Your First Novel

    Skills you'll gain: Peer Review, Storytelling, Editing, Proofreading

    4.3
    Rating, 4.3 out of 5 stars
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    373 reviews

    Beginner · Course · 3 - 6 Months

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    C

    Coursera

    RF/Microwave Design - Impedance Matching

    Skills you'll gain: electromagnetics, Wireless Networks, Electronic Components, Performance Tuning, Process Optimization, Design, Analysis, Mathematical Modeling

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    U

    University of Virginia

    Agile Meets Design Thinking

    Skills you'll gain: Agile Product Development, User Story, Design Thinking, Agile Methodology, Agile Software Development, Product Design, Product Development, User Centered Design, User Research, Persona Development, Innovation, Product Management, Discussion Facilitation, Software Development

    4.7
    Rating, 4.7 out of 5 stars
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    3.6K reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    U

    University of London

    Mathematics for Computer Science

    Skills you'll gain: Arithmetic, Applied Mathematics, Computer Science, Computational Thinking, General Mathematics, Mathematical Modeling, Algebra, Cryptography, Systems Of Measurement

    4.2
    Rating, 4.2 out of 5 stars
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    268 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    U

    University of Cape Town

    Fintech Startups in Emerging Markets

    Skills you'll gain: Design Thinking, Entrepreneurship, Business Modeling, Blockchain, Solution Design, Cryptography, Financial Regulations, FinTech, Financial Regulation, Business Planning, Emerging Technologies, Financial Systems, Video Production, Business Strategies, Market Opportunities, Business Strategy, Mobile Banking, Banking, Machine Learning, New Business Development

    4.7
    Rating, 4.7 out of 5 stars
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    260 reviews

    Beginner · Specialization · 3 - 6 Months

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    Packt

    Mastering WebRTC: Real-Time Communication with JavaScript

    Skills you'll gain: Browser Compatibility, Web Applications, Node.JS, Javascript, Network Troubleshooting, Web Services, Front-End Web Development, Debugging, Real Time Data, Web Servers, Application Programming Interface (API), Telecommunications, Servers, Network Protocols

    Intermediate · Course · 1 - 3 Months

  • Status: New
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    SkillsBooster Academy

    AI Sound Generation for Business Communication

    Skills you'll gain: Generative AI, AI Product Strategy, Brand Strategy, Content Creation, Business Communication, Storytelling, Media Production, Brand Awareness, Social Media Content, Digital Design, Business Ethics, Marketing Communications, Creative Thinking, Influencing, Business Transformation, Entrepreneurship, Creative Problem-Solving, Media and Communications, Customer Engagement, Digital Marketing

    Beginner · Course · 1 - 3 Months

  • Status: New
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    IBM

    Agentic AI with LangChain and LangGraph

    Skills you'll gain: LangGraph, Agentic Workflows, AI Orchestration, AI Workflows, Generative AI Agents, Agentic systems, LangChain, LLM Application, Responsible AI, Retrieval-Augmented Generation, Generative AI, Artificial Intelligence and Machine Learning (AI/ML), Software Development, Python Programming, Data Science

    4.7
    Rating, 4.7 out of 5 stars
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    66 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
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    M

    Michigan State University

    Write A Feature Length Screenplay For Film Or Television

    Skills you'll gain: Storyboarding, Writing, Writing and Editing, Storytelling, Peer Review

    4.6
    Rating, 4.6 out of 5 stars
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    301 reviews

    Beginner · Course · 3 - 6 Months

  • Status: New
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    LearnKartS

    Google Analytics Course: Track, Analyze & Grow

    Skills you'll gain: Google Analytics, Web Analytics, Marketing Analytics, Looker (Software), Real Time Data, Analytics, Google Ads, Data Analysis, Customer Insights, Target Audience, Marketing Strategies, Performance Analysis, Customer Retention, E-Commerce

    Beginner · Course · 1 - 4 Weeks

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

  • Quantum Mechanics for Engineers: University of Colorado Boulder
  • Get Started with Python: Google
  • Write Your First Novel: Michigan State University
  • RF/Microwave Design - Impedance Matching: Coursera
  • Agile Meets Design Thinking: University of Virginia
  • Mathematics for Computer Science: University of London
  • Fintech Startups in Emerging Markets: University of Cape Town
  • Mastering WebRTC: Real-Time Communication with JavaScript: Packt
  • AI Sound Generation for Business Communication: SkillsBooster Academy
  • Agentic AI with LangChain and LangGraph: IBM

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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