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  • Mathematics For Machine Learning

Mathematics for Machine Learning Courses

Mathematics for machine learning courses can help you learn linear algebra, calculus, probability, and statistics. You can build skills in optimization techniques, data analysis, and algorithm development. Many courses introduce tools like Python libraries such as NumPy and SciPy, that support implementing mathematical concepts in AI applications. You'll also explore key topics like regression analysis, dimensionality reduction, and neural networks, all of which are crucial for developing effective machine learning models.


Popular Mathematics for Machine Learning Courses and Certifications


  • Status: Preview
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    U

    University of Pennsylvania

    Computational Thinking for Problem Solving

    Skills you'll gain: Computational Thinking, Algorithms, Pseudocode, Problem Solving, Analytical Skills, Computer Science, Python Programming, Computer Systems, Data Structures, Computer Hardware, Computer Programming, Debugging

    4.7
    Rating, 4.7 out of 5 stars
    ·
    1.4K reviews

    Beginner · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Reinforcement Learning: Qwik Start

    Skills you'll gain: Reinforcement Learning, Google Cloud Platform, GitHub, Tensorflow, Machine Learning, Jupyter, Game Design

    3.7
    Rating, 3.7 out of 5 stars
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    10 reviews

    Beginner · Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    I

    IBM

    IBM AI Engineering

    Skills you'll gain: Prompt Engineering, Apache Spark, Large Language Modeling, PyTorch (Machine Learning Library), Computer Vision, Unsupervised Learning, Generative AI, PySpark, Keras (Neural Network Library), Supervised Learning, Deep Learning, Reinforcement Learning, Regression Analysis, LLM Application, Scikit Learn (Machine Learning Library), Applied Machine Learning, Natural Language Processing, Machine Learning, Python Programming, Data Science

    Build toward a degree

    4.6
    Rating, 4.6 out of 5 stars
    ·
    21K reviews

    Intermediate · Professional Certificate · 3 - 6 Months

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    U

    University of Michigan

    Mindware: Critical Thinking for the Information Age

    Skills you'll gain: Data Analysis, Analytical Skills, Experimentation, Critical Thinking, Research Design, Decision Making, Cognitive flexibility, Regression Analysis, Statistical Inference, Probability, Psychology, Adaptability

    4.8
    Rating, 4.8 out of 5 stars
    ·
    1.4K reviews

    Beginner · Course · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    C

    Coursera

    Deep Learning with PyTorch

    Skills you'll gain: Network Architecture

    Intermediate · Course · 1 - 4 Weeks

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    K

    Kennesaw State University

    AI for Everyday Life

    Skills you'll gain: Prompt Engineering, Generative AI, Google Gemini, ChatGPT, Responsible AI, LLM Application, Artificial Intelligence, Communication, Anthropic Claude, Predictive Modeling

    4.7
    Rating, 4.7 out of 5 stars
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    114 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
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    K

    KodeKloud

    Kubernetes for the Absolute Beginners with Hands-on Labs

    Skills you'll gain: Kubernetes, YAML, Microservices, Containerization, Cloud Platforms, Cloud-Native Computing, Docker (Software), DevOps, CI/CD, Application Deployment, Scalability

    4.8
    Rating, 4.8 out of 5 stars
    ·
    52 reviews

    Beginner · Course · 1 - 3 Months

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    A

    Accenture

    Start Your Lifelong Learning

    Skills you'll gain: Conflict Management, Growth Mindedness, Emotional Intelligence, Lifelong Learning, Critical Thinking, Active Listening, Decision Making, Problem Solving, Willingness To Learn, Communication, Stress Management, Resilience, Adaptability

    4.6
    Rating, 4.6 out of 5 stars
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    26 reviews

    Beginner · Course · 1 - 4 Weeks

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    N

    National Taiwan University

    BIM Fundamentals for Engineers

    Skills you'll gain: Building Information Modeling, Engineering Documentation, Data Modeling, 3D Modeling, Computer-Aided Design, Construction, Construction Management, Civil Engineering, Mechanical Engineering

    4.7
    Rating, 4.7 out of 5 stars
    ·
    2K reviews

    Beginner · Course · 1 - 3 Months

  • Status: Preview
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    S

    Starweaver

    Management Skills for New Managers

    Skills you'll gain: Team Motivation, Delegation Skills, Performance Management, Employee Performance Management, Management Training And Development, Emotional Intelligence, People Management, Team Building, Cultural Sensitivity, Leadership Development, Leadership, Communication Strategies, Collaboration, Cross-Functional Collaboration

    4.7
    Rating, 4.7 out of 5 stars
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    103 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    I

    IBM

    Excel Basics for Data Analysis

    Skills you'll gain: Excel Formulas, Microsoft Excel, Data Cleansing, Data Analysis, Data Import/Export, Spreadsheet Software, Data Wrangling, Data Quality, Pivot Tables And Charts, Google Sheets, Data Manipulation, Data Science, Data Integrity, Information Privacy

    4.7
    Rating, 4.7 out of 5 stars
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    10K reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Probability Foundations for Data Science and AI

    Skills you'll gain: Probability, Probability & Statistics, Probability Distribution, Bayesian Statistics, Data Analysis, Descriptive Statistics, Statistical Inference, Statistical Analysis, Artificial Intelligence

    Build toward a degree

    4.5
    Rating, 4.5 out of 5 stars
    ·
    266 reviews

    Intermediate · Course · 1 - 3 Months

Searches related to mathematics for machine learning

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

  • Computational Thinking for Problem Solving: University of Pennsylvania
  • Reinforcement Learning: Qwik Start: Google Cloud
  • IBM AI Engineering: IBM
  • Mindware: Critical Thinking for the Information Age : University of Michigan
  • Deep Learning with PyTorch: Coursera
  • AI for Everyday Life: Kennesaw State University
  • Kubernetes for the Absolute Beginners with Hands-on Labs: KodeKloud
  • Start Your Lifelong Learning: Accenture
  • BIM Fundamentals for Engineers: National Taiwan University
  • Management Skills for New Managers: Starweaver

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