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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


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    The University of Tokyo

    Studying at Japanese Universities

    Skills you'll gain: Higher Education, Cultural Sensitivity, Intercultural Competence, Cultural Diversity, Language Learning, Research

    4.8
    Rating, 4.8 out of 5 stars
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    452 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    U

    University of California, Davis

    Professional Skills for the Workplace

    Skills you'll gain: Problem Solving, Growth Mindedness, Emotional Intelligence, Adaptability, Social Skills, Brainstorming, Constructive Feedback, Active Listening, Critical Thinking, Resilience, Creative Thinking, Empathy, Professional Development, Lifelong Learning, Stress Management, Relationship Building, Organizational Change, Collaboration, Overcoming Obstacles, Growth Strategies

    4.8
    Rating, 4.8 out of 5 stars
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    4.5K reviews

    Beginner · Specialization · 3 - 6 Months

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    Google

    Introduction to AI

    Skills you'll gain: Generative AI, AI Enablement, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning, Natural Language Processing, Innovation, Critical Thinking

    4.8
    Rating, 4.8 out of 5 stars
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    11K reviews

    Beginner · Course · 1 - 4 Weeks

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    Macquarie University

    Educate Skills for Startups

    Skills you'll gain: Social Impact, Business Modeling, Innovation, Relationship Building, Brand Strategy, Negotiation, Professional Networking, Due Diligence, Entrepreneurial Finance, Fundraising, Key Performance Indicators (KPIs), Business Priorities, Financial Statements

    Intermediate · Specialization · 3 - 6 Months

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    K

    Khalifa University

    AI for Executives

    Skills you'll gain: Data Strategy, Customer Relationship Management (CRM) Software, AI Personalization, Sales Enablement, Model Deployment, Feature Engineering, Data Governance, Responsible AI, Model Evaluation, Data Preprocessing, Transfer Learning, Data Quality, Strategic Decision-Making, Customer Data Management, Sales Management, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning, Reinforcement Learning, Natural Language Processing

    Beginner · Specialization · 3 - 6 Months

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    A

    AI Business School

    AI for Finance

    Skills you'll gain: Prompt Engineering, Agentic Workflows, AI Workflows, Generative AI, Sales Enablement, No-Code Development, Financial Forecasting, AI Personalization, Sales, Responsible AI, Risk Management, AI Security, AI Product Strategy, Generative AI Agents, LLM Application, Artificial Intelligence, ChatGPT, Innovation, Productivity, Operational Efficiency

    4.3
    Rating, 4.3 out of 5 stars
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    23 reviews

    Beginner · Specialization · 1 - 3 Months

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    IBM

    Generative AI for Mobile App Developers

    Skills you'll gain: Prompt Engineering, Prompt Patterns, Large Language Modeling, LLM Application, Responsible AI, Vibe coding, Generative AI, AI Personalization, ChatGPT, Mobile Development, Agentic systems, Anthropic Claude, Data Ethics, Apple iOS, AI Product Strategy, Software Development, Machine Learning Methods, DevSecOps, Natural Language Processing, Artificial Intelligence and Machine Learning (AI/ML)

    4.7
    Rating, 4.7 out of 5 stars
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    11K reviews

    Advanced · Specialization · 1 - 3 Months

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    U

    University of Copenhagen

    Business Models for Innovative Care for Older People

    Skills you'll gain: Gerontology, Intellectual Property, Rehabilitation, Design Thinking, Chronic Diseases, Health Technology, Innovation, Human Centered Design, User Research, Health Systems, Health Policy, Healthcare Industry Knowledge, Qualitative Research, Project Management, Physiology

    4.5
    Rating, 4.5 out of 5 stars
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    232 reviews

    Intermediate · Course · 1 - 3 Months

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    U

    University of Colorado Boulder

    Integral Calculus and Numerical Analysis for Data Science

    Skills you'll gain: Integral Calculus, Numerical Analysis, Calculus, Data Science, Mathematical Theory & Analysis, Applied Mathematics, Linear Algebra, Derivatives

    4.6
    Rating, 4.6 out of 5 stars
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    109 reviews

    Intermediate · Course · 1 - 4 Weeks

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    IBM

    Generative AI for UI UX Design

    Skills you'll gain: Prompt Engineering, Prompt Patterns, Generative AI, ChatGPT, Design Research, Persona (User Experience), User Interface and User Experience (UI/UX) Design, Design Software, AI Workflows, User Interface (UI) Design, Brainstorming, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Human Centered Design, User Story, Large Language Modeling, Wireframing, Responsible AI, Ideation, Machine Learning

    4.7
    Rating, 4.7 out of 5 stars
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    11K reviews

    Beginner · Specialization · 1 - 3 Months

  • Status: Free Trial
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    S

    Shanghai Jiao Tong University

    Mandarin Chinese for Intermediate Learners: Part 2

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

    4.1
    Rating, 4.1 out of 5 stars
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    34 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
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    K

    Khalifa University

    Arabic for Beginners: Communicating in Arabic Culture

    Skills you'll gain: Oral Comprehension, Language Learning, Cultural Sensitivity, Vocabulary, Writing, Oral Expression, Grammar

    5
    Rating, 5 out of 5 stars
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    27 reviews

    Intermediate · Course · 1 - 4 Weeks

Searches related to math for machine learning

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

  • Studying at Japanese Universities: The University of Tokyo
  • Professional Skills for the Workplace: University of California, Davis
  • Introduction to AI: Google
  • Educate Skills for Startups: Macquarie University
  • AI for Executives: Khalifa University
  • AI for Finance: AI Business School
  • Generative AI for Mobile App Developers: IBM
  • Business Models for Innovative Care for Older People: University of Copenhagen
  • Integral Calculus and Numerical Analysis for Data Science: University of Colorado Boulder
  • Generative AI for UI UX Design: IBM

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