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  • Math For Machine Learning

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


  • U

    University of Colorado Boulder

    Introduction to Deep Learning

    Skills you'll gain: Recurrent Neural Networks (RNNs), Generative AI, Fine-tuning, Vision Transformer (ViT), Machine Learning Methods, Model Optimization, Model Training, Large Language Modeling, Embeddings, Network Architecture

    4.9
    Rating, 4.9 out of 5 stars
    ·
    7 reviews

    Intermediate · Course · 1 - 3 Months

  • U

    University of Illinois Urbana-Champaign

    Financial Planning for Young Adults

    Skills you'll gain: Financial Planning, Investments, Budgeting, Risk Management, Goal Setting, Cash Management, Budget Management, Loans, Portfolio Risk, General Finance, Investment Management, Smart Goals, General Lending, Insurance, Financial Services, Financial Management, Credit Risk, Expense Management, Decision Making

    4.6
    Rating, 4.6 out of 5 stars
    ·
    1.4K reviews

    Beginner · Course · 1 - 3 Months

  • N

    National Academy of Sports Medicine

    Anatomy, Physiology, and Kinesiology for Fitness Professions

    Skills you'll gain: Exercise Science, Kinesiology, Human Musculoskeletal System, Respiration, Physiology, Neurology, Mechanics, Injury Prevention, Anatomy, Medical Terminology, Nutrition and Diet

    4.6
    Rating, 4.6 out of 5 stars
    ·
    73 reviews

    Beginner · Course · 1 - 3 Months

  • U

    University of Leeds

    Leadership and Change Management for Sustainability Success

    Skills you'll gain: Change Management, Strategic Leadership, Organizational Change, Leadership and Management, Leadership Studies, Business Leadership, Business Transformation, Organizational Leadership, Leadership Development, Leadership, Influencing, Corporate Sustainability, Communication Planning, Sustainable Business, Adaptability, Communication, Communication Strategies, Employee Engagement

    4.6
    Rating, 4.6 out of 5 stars
    ·
    14 reviews

    Intermediate · Course · 1 - 4 Weeks

  • I

    Intel

    Establishing Effective Educator-Machine Partnerships

    Skills you'll gain: Innovation, Education Software and Technology, Digital pedagogy, Education and Training, Technology Strategies, Technology Roadmaps

    Beginner · Course · 1 - 4 Weeks

  • S

    Stanford University

    Probabilistic Graphical Models 3: Learning

    Skills you'll gain: Bayesian Network, Applied Machine Learning, Machine Learning Algorithms, Bayesian Statistics, Machine Learning Methods, Markov Model, Statistical Machine Learning, Machine Learning, Network Model, Unsupervised Learning, Model Training, Probability Distribution, Model Optimization, Statistical Methods, Probability & Statistics, Algorithms

    4.6
    Rating, 4.6 out of 5 stars
    ·
    304 reviews

    Advanced · Course · 1 - 3 Months

  • Status: Hot New Release
    Hot New Release
    V

    Vanderbilt University

    Microsoft 365 Copilot: Personal Productivity for All

    Skills you'll gain: Microsoft Copilot, Microsoft 365, Target Audience, Microsoft Teams, Productivity Software, AI Enablement, Complex Problem Solving, Strategic Communication, Brainstorming, Generative AI

    4.7
    Rating, 4.7 out of 5 stars
    ·
    304 reviews

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Gamification Learning with Genially

    Skills you'll gain: Interactive Learning, Education Software and Technology, Digital pedagogy

    4.6
    Rating, 4.6 out of 5 stars
    ·
    84 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • D

    DeepLearning.AI

    LangChain for LLM Application Development

    Skills you'll gain: LangChain, LLM Application, Large Language Modeling, Retrieval-Augmented Generation, Generative AI Agents, Prompt Engineering, Prompt Patterns, Generative Model Architectures, AI Workflows

    4.7
    Rating, 4.7 out of 5 stars
    ·
    308 reviews

    Beginner · Project · Less Than 2 Hours

  • I

    IBM

    Introduction to Artificial Intelligence (AI)

    Skills you'll gain: Responsible AI, Generative AI, Generative Model Architectures, LLM Application, AI literacy, Natural Language Processing, Robotics, Risk Mitigation

    4.7
    Rating, 4.7 out of 5 stars
    ·
    23K reviews

    Beginner · Course · 1 - 4 Weeks

  • I

    IBM

    Generative AI for Product Managers

    Skills you'll gain: Prompt Engineering, Prompt Patterns, AI Product Strategy, ChatGPT, Generative AI, Generative Model Architectures, Commercialization, Product Management, AI Enablement, Google Gemini, Product Lifecycle Management, Stakeholder Communications, Technical Product Management, AI literacy, Customer experience improvement, Team Building, Responsible AI, Stakeholder Engagement, Artificial Intelligence, Creativity

    4.7
    Rating, 4.7 out of 5 stars
    ·
    12K reviews

    Intermediate · Specialization · 1 - 3 Months

  • M

    Macquarie University

    Excel Power Tools for Data Analysis

    Skills you'll gain: Power BI, Microsoft Excel, Dashboard Creation, Data Storytelling, Spreadsheet Software, Data Wrangling, Data Sharing

    4.9
    Rating, 4.9 out of 5 stars
    ·
    1.3K reviews

    Intermediate · Course · 1 - 3 Months

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

  • Introduction to Deep Learning: University of Colorado Boulder
  • Financial Planning for Young Adults: University of Illinois Urbana-Champaign
  • Anatomy, Physiology, and Kinesiology for Fitness Professions: National Academy of Sports Medicine
  • Leadership and Change Management for Sustainability Success: University of Leeds
  • Establishing Effective Educator-Machine Partnerships: Intel
  • Probabilistic Graphical Models 3: Learning: Stanford University
  • Microsoft 365 Copilot: Personal Productivity for All: Vanderbilt University
  • Gamification Learning with Genially: Coursera
  • LangChain for LLM Application Development: DeepLearning.AI
  • Introduction to Artificial Intelligence (AI): IBM

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