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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
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    Shanghai Jiao Tong University

    Mandarin Chinese for Intermediate Learners: Part 1

    Skills you'll gain: Language Competency, Language Learning, Oral Comprehension, Vocabulary

    4.7
    Rating, 4.7 out of 5 stars
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    120 reviews

    Intermediate · Course · 1 - 3 Months

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    Arizona State University

    Resilience for Everyone

    Skills you'll gain: Empathy, Positivity, Growth Mindedness, Optimism, Stress Management, Resilience, Compassion, Goal Setting, Overcoming Obstacles, Personal Development, Emotional Intelligence, Empowerment, Social Skills, Time Management, Persistence, Courage, Adaptability, Self-Awareness, Independent Thinking, Organizational Skills

    4.5
    Rating, 4.5 out of 5 stars
    ·
    145 reviews

    Beginner · Specialization · 3 - 6 Months

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    AI CERTs

    AI for Audio and Music

    Skills you'll gain: Natural Language Processing, Digital Signal Processing, Data Ethics, Tensorflow, Responsible AI, Augmented Reality, Artificial Intelligence, AI Personalization, Music, Multimedia, Music Performance, Deep Learning, Information Privacy, Creativity

    Beginner · Course · 1 - 3 Months

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    Yale University

    Introduction to Negotiation: A Strategic Playbook for Becoming a Principled and Persuasive Negotiator

    Skills you'll gain: Negotiation, Contract Negotiation, Conflict Management, Mediation, Leadership, Communication, Persuasive Communication, Influencing, Relationship Building, Collaboration, Game Theory, Strategic Decision-Making

    4.8
    Rating, 4.8 out of 5 stars
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    5.2K reviews

    Mixed · Course · 1 - 3 Months

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    AI CERTs

    AI for Executives & Strategy

    Skills you'll gain: Responsible AI, Strategic Leadership, AI Enablement, Business Strategy, Data Ethics, Organizational Strategy, Business Transformation, Project Management Software, Artificial Intelligence, Business Process Automation, Emerging Technologies, Business Ethics, Governance, Data-Driven Decision-Making, Workforce Planning

    Beginner · Course · 1 - 3 Months

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    Scrum Alliance

    AI for Product Owners

    Skills you'll gain: AI Product Strategy, Responsible AI, Prompt Engineering, User Story, Data Ethics, AI Enablement, Agile Methodology, Scrum (Software Development), Artificial Intelligence, Product Roadmaps, AI Workflows, Product Requirements, Product Management, Product Strategy, Customer experience improvement, Generative AI, Estimation

    Beginner · Course · 1 - 3 Months

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    Creo Incubator

    Conflict resolution for Leaders

    Skills you'll gain: Conflict Management, Creative Problem-Solving, Negotiation, Constructive Feedback, Emotional Intelligence, Interpersonal Communications, Leadership, Influencing, Communication, Collaboration, Active Listening, Empathy

    Beginner · Course · 1 - 4 Weeks

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    Creo Incubator

    Well-being for Entrepreneurs

    Skills you'll gain: Stress Management, Personal Development, Resilience, Personal Attributes, Self-Awareness, Productivity, Mindfulness, Health And Wellness Coaching, Mental Health, Professional Development, Growth Mindedness, Self-Motivation, Behavioral Health, Time Management, Goal Setting

    Beginner · Course · 1 - 3 Months

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    Coursera

    Damping Strategies for NVH

    Skills you'll gain: Vibrations, Value Engineering, Failure Analysis, Engineering Analysis, Mechanical Design, Engineering Design Process, Mechanical Engineering, Engineering Calculations, Industrial Design, Materials science, Material Handling, Industrial Engineering, Design, Analysis, Innovation, Application Development

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    LearnQuest

    AI for Scientific Research

    Skills you'll gain: Data Preprocessing, Feature Engineering, Model Evaluation, Bioinformatics, Exploratory Data Analysis, Random Forest Algorithm, Pandas (Python Package), Scikit Learn (Machine Learning Library), Applied Machine Learning, Data Manipulation, Dimensionality Reduction, Data Cleansing, Keras (Neural Network Library), Data Transformation, NumPy, Classification Algorithms, Tensorflow, Artificial Neural Networks, Machine Learning, Data Science

    3.2
    Rating, 3.2 out of 5 stars
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    82 reviews

    Beginner · Specialization · 3 - 6 Months

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    University of California, Irvine

    Strategies for Teaching Perfect Tenses and Modals

    Skills you'll gain: English Language, Grammar, Language Learning

    4.2
    Rating, 4.2 out of 5 stars
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    98 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
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    V

    Vanderbilt University

    MATLAB Programming for Engineers and Scientists

    Skills you'll gain: Prompt Engineering, Image Analysis, Data Visualization Software, File I/O, Matlab, Algorithms, User Interface (UI), Applied Machine Learning, ChatGPT, Scatter Plots, Object Oriented Programming (OOP), Digital Signal Processing, Mathematical Software, Computer Programming, Histogram, Predictive Modeling, AI Personalization, Data Processing, Data Analysis, Programming Principles

    4.8
    Rating, 4.8 out of 5 stars
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    18K reviews

    Beginner · Specialization · 3 - 6 Months

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

  • Mandarin Chinese for Intermediate Learners: Part 1: Shanghai Jiao Tong University
  • Resilience for Everyone: Arizona State University
  • AI for Audio and Music: AI CERTs
  • Introduction to Negotiation: A Strategic Playbook for Becoming a Principled and Persuasive Negotiator: Yale University
  • AI for Executives & Strategy: AI CERTs
  • AI for Product Owners: Scrum Alliance
  • Conflict resolution for Leaders: Creo Incubator
  • Well-being for Entrepreneurs: Creo Incubator
  • Damping Strategies for NVH: Coursera
  • AI for Scientific Research: LearnQuest

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