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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.


More to explore:

Popular Applied Machine Learning Courses and Certifications


  • Status: Free Trial
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    A

    Advancing Women in Tech

    Real-World Product Management

    Skills you'll gain: Product Roadmaps, Product Management, Customer Retention, Cross-Functional Team Leadership, Technical Product Management, Professional Networking, Financial Analysis, Product Strategy, Product Requirements, Engineering Management, Product Development, Product Lifecycle Management, New Product Development, Innovation, Team Leadership, Artificial Intelligence and Machine Learning (AI/ML), User Experience Design, Design, Performance Management, Interviewing Skills

    Build toward a degree

    4.5
    Rating, 4.5 out of 5 stars
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    930 reviews

    Beginner · Specialization · 3 - 6 Months

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    U

    University of Cambridge

    Introduction to Cognitive Psychology and Neuropsychology

    Skills you'll gain: Human Learning, Psychology, Magnetic Resonance Imaging, Medical Imaging, Neurology, Research Methodologies, Research, Human Development, Learning Theory, Scientific Methods, Child Development

    4.7
    Rating, 4.7 out of 5 stars
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    58 reviews

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
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    R

    Rice University

    Global Financial Markets and Instruments

    Skills you'll gain: Financial Market, Investments, Securities (Finance), Financial Systems, Investment Management, Securities Trading, Capital Markets, Equities, Finance, Financial Services, Market Liquidity, Asset Management, Portfolio Management, Derivatives, Fixed Asset, Cash Flows

    4.5
    Rating, 4.5 out of 5 stars
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    2.2K reviews

    Mixed · Course · 1 - 4 Weeks

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    IBM

    Fundamentals of Building AI Agents

    Skills you'll gain: LangChain, Tool Calling, LLM Application, AI Workflows, Agentic systems, Generative AI Agents, Artificial Intelligence and Machine Learning (AI/ML), Application Development, Software Development

    4.8
    Rating, 4.8 out of 5 stars
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    81 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    M

    Microsoft

    Preparing for DP-900: Microsoft Azure Data Fundamentals Exam

    Skills you'll gain: Microsoft Azure, Cloud Services, Relational Databases, Databases, Analytics, Data Storage, Data Lakes, NoSQL, Data Warehousing, SQL, Test Planning

    4.7
    Rating, 4.7 out of 5 stars
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    133 reviews

    Beginner · Course · 1 - 4 Weeks

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    U

    University of Maryland, College Park

    AI Applications in Accounting and Finance

    Skills you'll gain: Unstructured Data, Financial Data, Financial Statement Analysis, Image Analysis, Finance, Financial Analysis, Accounting, Emerging Technologies, Artificial Intelligence, Text Mining, Annual Reports, Machine Learning, Trend Analysis, Data-Driven Decision-Making, Natural Language Processing

    Beginner · Course · 1 - 4 Weeks

  • Status: New
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    S

    Scrimba

    Vibe Coding Essentials - Build Apps with AI

    Skills you'll gain: Model Context Protocol, Claude Code, Vibe coding, Microsoft Copilot, AI Workflows, Anthropic Claude, Tool Calling, GitHub, Web Development, Real Time Data, Debugging, AI Security, Artificial Intelligence and Machine Learning (AI/ML), Servers, Prompt Engineering, Application Development, Video Game Development, Agentic Workflows, Generative AI, Software Engineering

    4.5
    Rating, 4.5 out of 5 stars
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    276 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
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    J

    Johns Hopkins University

    Mastering Neural Networks and Model Regularization

    Skills you'll gain: PyTorch (Machine Learning Library), Convolutional Neural Networks, Deep Learning, Supervised Learning, Artificial Neural Networks, Model Evaluation, Decision Tree Learning, Network Planning And Design, Machine Learning, Computer Vision

    Intermediate · Course · 1 - 3 Months

  • I

    Instituto Tecnológico de Aeronáutica

    Orientação a Objetos com Java

    Skills you'll gain: JUnit, Object Oriented Programming (OOP), Java, Java Programming, Object Oriented Design, Unified Modeling Language, Unit Testing, Software Engineering, Agile Software Development, Software Design, Software Development, Maintainability, Programming Principles, Eclipse (Software)

    4.8
    Rating, 4.8 out of 5 stars
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    1.1K reviews

    Intermediate · Course · 1 - 3 Months

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    U

    University of Michigan

    Problem Solving Using Computational Thinking

    Skills you'll gain: Computational Thinking, Programming Principles, Problem Solving, Computer Science, Disaster Recovery, Algorithms, Computer Programming, Public Health

    4.6
    Rating, 4.6 out of 5 stars
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    1.3K reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
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    C

    California Institute of the Arts

    Ideas from the History of Graphic Design

    Skills you'll gain: Graphic Design, Graphic and Visual Design, Art History, Design, Logo Design, Design Strategies, Visual Design, Typography, Branding, Design Elements And Principles, Advertising, Aesthetics, Brand Marketing, Creativity, Culture

    4.7
    Rating, 4.7 out of 5 stars
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    2.5K reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: New
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    U

    University of Glasgow

    6G for a Connected Future

    Skills you'll gain: Federated Learning, Wireless Networks, Emerging Technologies, Digital Communications, Communication Systems, Blockchain, Internet Of Things, Network Security, Telecommunications, Network Performance Management, Network Planning And Design, Zero Trust Network Access, Computer Vision, Artificial Intelligence and Machine Learning (AI/ML), Electrical Engineering, Network Analysis, Information Technology, Electronics Engineering, Machine Learning, Trustworthiness

    4.7
    Rating, 4.7 out of 5 stars
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    7 reviews

    Intermediate · Specialization · 3 - 6 Months

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

  • Real-World Product Management: Advancing Women in Tech
  • Introduction to Cognitive Psychology and Neuropsychology: University of Cambridge
  • Global Financial Markets and Instruments: Rice University
  • Fundamentals of Building AI Agents: IBM
  • Preparing for DP-900: Microsoft Azure Data Fundamentals Exam: Microsoft
  • AI Applications in Accounting and Finance: University of Maryland, College Park
  • Vibe Coding Essentials - Build Apps with AI: Scrimba
  • Mastering Neural Networks and Model Regularization: Johns Hopkins University
  • Orientação a Objetos com Java: Instituto Tecnológico de Aeronáutica
  • Problem Solving Using Computational Thinking: University of Michigan

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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