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Math For Machine Learning Courses

Courses in Math for Machine Learning can help you learn linear algebra, calculus, probability, and statistics. You can build skills in data analysis, model evaluation, and algorithm optimization. Many courses introduce tools like Python libraries such as NumPy and SciPy, that support implementing mathematical concepts in AI and artificial intelligence projects. You'll also explore techniques like gradient descent and matrix factorization, which are crucial for developing effective machine learning models.

Popular Math For Machine Learning Courses and Certifications


  • Status: Free Trial
    Free Trial
    U

    University of Glasgow

    Fundamental MATLAB Programming for AI

    Skills you'll gain: Matlab, Model Optimization, Scientific Visualization, Artificial Intelligence and Machine Learning (AI/ML), Mathematical Software, Data Wrangling, Data Preprocessing, Mathematical Modeling, Engineering Analysis, Computational Logic

    4.9
    Rating, 4.9 out of 5 stars
    ·
    78 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
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    S

    SkillsBooster Academy

    Claude AI Tools for Beginners

    Skills you'll gain: Claude Code, Anthropic Claude, Vibe coding, Figma (Design Software), AI Workflows, AI Orchestration, Prompt Engineering, Software Development Tools, AI Integrations, Marketing Automation, Organizational Skills, Business Writing, Design, Generative AI, AI Security, User Interface and User Experience (UI/UX) Design, Code Review, Artificial Intelligence, Web Design, Strategic Thinking

    4.3
    Rating, 4.3 out of 5 stars
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    53 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
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    G

    Google

    Introduction to Data Analysis Using Python

    Skills you'll gain: Object Oriented Programming (OOP), Data Structures, Data Cleansing, Python Programming, Data Analysis, NumPy, Pandas (Python Package), Data Manipulation, Data Processing, Programming Principles, Computer Programming, Analytics, Analytical Skills, Scripting

    4.6
    Rating, 4.6 out of 5 stars
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    177 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    T

    The University of Sydney

    Critical Thinking Skills for University Success

    Skills you'll gain: Critical Thinking, Logical Reasoning, Deductive Reasoning, Critical Thinking and Problem Solving, Analytical Skills, Writing, Research, Problem Solving, Higher Education

    4.8
    Rating, 4.8 out of 5 stars
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    1.2K reviews

    Beginner · Course · 1 - 3 Months

  • Status: Preview
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    C

    Coursera

    GenAI for Technology Consultants

    Skills you'll gain: ChatGPT, Responsible AI, Technical Consulting, Data Ethics, Consulting, Business Consulting, Generative AI, Business Reporting, Client Services, Business Process Automation, Ethical Standards And Conduct, Data Analysis Software, Data Analysis, Report Writing, Innovation

    3.9
    Rating, 3.9 out of 5 stars
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    8 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    O

    O.P. Jindal Global University

    Text Mining for Marketing

    Skills you'll gain: Text Mining, Customer Analysis, Data Ethics, Data Mining, Customer Insights, Marketing Analytics, Unstructured Data, Data-Driven Marketing, Marketing, Data Processing, Responsible AI, MarTech, Applied Machine Learning, Customer experience improvement, Brand Management, Data Capture, Natural Language Processing, Predictive Analytics, Machine Learning, Data Preprocessing

    Beginner · Course · 1 - 3 Months

  • Status: Preview
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    M

    Meta

    WhatsApp Business Platform for Developers

    Skills you'll gain: Quality Monitoring, Cloud API, Application Programming Interface (API), Cloud Hosting, Webhook Security, Account Management, Business Communication, Data Migration

    4.5
    Rating, 4.5 out of 5 stars
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    107 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
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    M

    Michigan State University

    Avatar Psychology for Designers

    Skills you'll gain: Game Design, Design, Virtual Reality, User Experience Design, Design Strategies, Diversity Awareness, Design Research, Augmented and Virtual Reality (AR/VR), Psychology, Virtual Environment, Cultural Sensitivity, Cultural Diversity

    3.8
    Rating, 3.8 out of 5 stars
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    27 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    M

    Microsoft

    Generative AI for Data Scientists

    Skills you'll gain: Generative AI, Microsoft Copilot, Generative Model Architectures, Generative Adversarial Networks (GANs), Natural Language Processing, AI literacy, Data Storytelling, Technical Communication, Responsible AI, Data Visualization, Data Presentation, Data Ethics, Prompt Engineering, Data Visualization Software, Data Validation, Model Evaluation, Microsoft 365, Data Science, Data Security, Critical Thinking

    4.7
    Rating, 4.7 out of 5 stars
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    73 reviews

    Beginner · Specialization · 1 - 3 Months

  • Status: Free Trial
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    C

    California Institute of the Arts

    World Design for Video Games

    Skills you'll gain: Game Design, Conceptual Design, Video Game Development, Virtual Environment, Art History, Ideation, Storytelling, Design Strategies, Visual Storytelling, Creative Design, Aesthetics, Design Elements And Principles, Design Research, Creativity

    4.5
    Rating, 4.5 out of 5 stars
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    828 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    J

    Johns Hopkins University

    Bioconductor for Genomic Data Science

    Skills you'll gain: Bioinformatics, R (Software), Data Analysis Software, Big Data, R Programming, Statistical Programming, Statistical Software, Statistical Analysis, Data Preprocessing, Data Processing, Data Manipulation, Data Structures, Software Installation, Data Import/Export, Data Access

    3.8
    Rating, 3.8 out of 5 stars
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    388 reviews

    Mixed · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    J

    John Wiley & Sons

    Foundations of Prompt Engineering for Generative AI

    Skills you'll gain: Prompt Engineering, Generative AI, Prompt Patterns, Responsible AI, Generative Model Architectures, Large Language Modeling, Artificial Intelligence and Machine Learning (AI/ML), Context Engineering, Data Ethics, Concision, Token Optimization, LLM Application, AI powered creativity, Natural Language Processing, Interaction Design

    Intermediate · Course · 1 - 3 Months

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

  • Fundamental MATLAB Programming for AI: University of Glasgow
  • Claude AI Tools for Beginners: SkillsBooster Academy
  • Introduction to Data Analysis Using Python: Google
  • Critical Thinking Skills for University Success: The University of Sydney
  • GenAI for Technology Consultants: Coursera
  • Text Mining for Marketing: O.P. Jindal Global University
  • WhatsApp Business Platform for Developers: Meta
  • Avatar Psychology for Designers: Michigan State University
  • Generative AI for Data Scientists: Microsoft
  • World Design for Video Games: California Institute of the Arts

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