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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: Free Trial
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    IBM

    SQL: A Practical Introduction for Querying Databases

    Skills you'll gain: SQL, Relational Databases, Microsoft SQL Servers, MySQL, Query Languages, Database Systems, Databases, Database Management, Stored Procedure, IBM DB2, Data Manipulation, Data Analysis, Transaction Processing

    4.7
    Rating, 4.7 out of 5 stars
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    670 reviews

    Beginner · Course · 1 - 3 Months

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    National Academy of Sports Medicine

    Nutrition for Optimal Mental Health

    Skills you'll gain: Nutrition and Diet, Nutrition Education, Mental Health, Meal Planning And Preparation, Psychology, Mindfulness

    5
    Rating, 5 out of 5 stars
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    8 reviews

    Beginner · Course · 1 - 4 Weeks

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    Duke University

    ESG Essentials for Sustainable Business

    Skills you'll gain: Environmental Social And Corporate Governance (ESG), Sustainable Business, Sustainable Development, Corporate Sustainability, Stakeholder Engagement, Environmental Issue, Business Ethics, Stakeholder Analysis, Strategic Thinking, Business Communication, Trend Analysis

    4.7
    Rating, 4.7 out of 5 stars
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    117 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    U

    University of California, Santa Cruz

    C for Everyone, Part 1: Programming Fundamentals

    Skills you'll gain: Programming Principles, Pseudocode

    4.5
    Rating, 4.5 out of 5 stars
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    6.7K reviews

    Beginner · Course · 1 - 3 Months

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    IBM

    Python Project for Data Engineering

    Skills you'll gain: Web Scraping, Data Transformation, Extract, Transform, Load, Data Manipulation, SQL, Integrated Development Environments, Data Processing, Databases, Application Programming Interface (API), Code Review, Restful API, Python Programming, Unit Testing, Style Guides

    4.6
    Rating, 4.6 out of 5 stars
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    814 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    University of California, Irvine

    Introduction to Research for Essay Writing

    Skills you'll gain: Organizational Skills, Research, Writing, Research Methodologies, Critical Thinking, Writing and Editing, Proofreading, Editing, Grammar, Style Guides

    4.7
    Rating, 4.7 out of 5 stars
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    1.2K reviews

    Mixed · Course · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
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    Saïd Business School, University of Oxford

    AI Foundations for Business Professionals

    Skills you'll gain: Prompt Engineering, Generative AI, Agentic systems, Responsible AI, Artificial Neural Networks, Data Ethics, Governance, Artificial Intelligence, LLM Application, ChatGPT, Artificial Intelligence and Machine Learning (AI/ML), Compliance Management, AI Product Strategy, Data Governance, Enterprise Risk Management (ERM), Large Language Modeling, Business Ethics, Risk Management, Machine Learning, Project Management

    4.8
    Rating, 4.8 out of 5 stars
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    187 reviews

    Beginner · Specialization · 3 - 6 Months

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    University of Cambridge

    Ethical AI: AI essentials for everyone

    4.8
    Rating, 4.8 out of 5 stars
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    19 reviews

    Beginner · Course · 1 - 3 Months

  • G

    Google Cloud

    Creating a Virtual Machine

    Skills you'll gain: Virtual Machines, Web Servers, Servers, Google Cloud Platform, Cloud Infrastructure, Command-Line Interface, Cloud Computing, Operating Systems

    4.6
    Rating, 4.6 out of 5 stars
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    30 reviews

    Beginner · Project · Less Than 2 Hours

  • Status: Free Trial
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    U

    University of California, Santa Cruz

    Coding for Everyone: C and C++

    Skills you'll gain: C++ (Programming Language), C (Programming Language), Object Oriented Programming (OOP), Programming Principles, Software Design Patterns, Debugging, Computer Programming, Object Oriented Design, Algorithms, Data Structures, Pseudocode, Command-Line Interface, Graph Theory, Artificial Intelligence, File Systems, Game Design

    4.5
    Rating, 4.5 out of 5 stars
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    9.5K reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
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    B

    Board Infinity

    C# for .NET Developers

    Skills you'll gain: C# (Programming Language), ASP.NET, .NET Framework, Object Oriented Programming (OOP), Web Applications, Programming Principles, Web Development, Debugging, Event-Driven Programming, Model View Controller, Development Environment

    4.1
    Rating, 4.1 out of 5 stars
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    295 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Michigan

    AI for Lawyers and Other Advocates

    Skills you'll gain: Responsible AI, Delegation Skills, Legal Technology, Critical Thinking, Time Management, Law Practice Management Software, Artificial Intelligence, Email Automation, Leadership Development, Legal Risk, Lifelong Learning, Professional Development, Adaptability, Risk Analysis, Leadership, Creativity, ChatGPT, Writing and Editing, Generative AI, Communication

    4.5
    Rating, 4.5 out of 5 stars
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    59 reviews

    Beginner · Specialization · 1 - 3 Months

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

  • SQL: A Practical Introduction for Querying Databases: IBM
  • Nutrition for Optimal Mental Health: National Academy of Sports Medicine
  • ESG Essentials for Sustainable Business: Duke University
  • C for Everyone, Part 1: Programming Fundamentals: University of California, Santa Cruz
  • Python Project for Data Engineering: IBM
  • Introduction to Research for Essay Writing: University of California, Irvine
  • AI Foundations for Business Professionals: Saïd Business School, University of Oxford
  • Ethical AI: AI essentials for everyone: University of Cambridge
  • Creating a Virtual Machine: Google Cloud
  • Coding for Everyone: C and C++: University of California, Santa Cruz

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