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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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    A

    AI CERTs

    AI for Legal Practice

    Skills you'll gain: AI Enablement, AI Workflows, Law, Regulation, and Compliance

    3.7
    Rating, 3.7 out of 5 stars
    ·
    7 reviews

    Intermediate · Course · 3 - 6 Months

  • Status: Free Trial
    Free Trial
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    University of Colorado System

    Regression Modeling for Marketers

    Skills you'll gain: Statistical Software, Marketing Analytics, Model Evaluation, Regression Analysis, Statistical Modeling, Data Visualization, Statistical Analysis, Advanced Analytics, Strategic Marketing, Market Analysis, Marketing Effectiveness, Predictive Analytics, Marketing Strategies, Predictive Modeling, Logistic Regression, Customer Insights, Target Market, Statistical Hypothesis Testing, A/B Testing, Variance Analysis

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Graphic Design Elements for Non-Designers

    Skills you'll gain: Logo Design, Color Theory, Design Elements And Principles, Graphic Design, Design, Typography, Storytelling, Layout Design, User Experience Design, Digital Design, Image Quality, Graphic and Visual Design, Adobe InDesign, Graphic and Visual Design Software, Design Research, Information Architecture, Adobe Photoshop, Web Design and Development, File Management

    4.7
    Rating, 4.7 out of 5 stars
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    1.7K reviews

    Beginner · Specialization · 3 - 6 Months

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    EDUCBA

    AI for Business Ethics & Financial Strategy Mastery

    Skills you'll gain: Data Ethics, Financial Modeling, Responsible AI, AI Security, Financial Forecasting, Financial Statements, Depreciation, Business Ethics, Balance Sheet, Capital Budgeting, Artificial Intelligence, Strategic Decision-Making, Data Management, Information Privacy, Financial Analysis, Excel Formulas, Ethical Standards And Conduct, Finance, Business Strategy, Business

    Beginner · Specialization · 3 - 6 Months

  • Status: Preview
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    T

    Technion - Israel Institute of Technology

    Medical Cannabis for Pain Control

    Skills you'll gain: Pain Management, Psychiatry, Physiology, Pharmaceuticals, Substance Abuse, Pharmacology, Neurology, Healthcare Ethics, Drug Interaction, Clinical Trials, Ancient History, Oncology, Mental Health Diseases and Disorders, Biology, World History, Chemistry

    4.3
    Rating, 4.3 out of 5 stars
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    149 reviews

    Beginner · Course · 1 - 3 Months

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    Macquarie University

    Excel Power Tools for Data Analysis

    Skills you'll gain: Power BI, Microsoft Excel, Data Presentation, Data Sharing, Data Integration

    4.9
    Rating, 4.9 out of 5 stars
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    1.3K reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free
    Free
    A

    Amazon Web Services

    Generative AI for Executives

    Skills you'll gain: Amazon Bedrock, Generative AI Agents, AI Product Strategy, AI Enablement, Business Solutions, Business Transformation, Technical Communication

    4.2
    Rating, 4.2 out of 5 stars
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    35 reviews

    Beginner · Course · 1 - 4 Weeks

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    Adobe

    Generative AI for Designers

    Skills you'll gain: Adobe Firefly, Adobe Photoshop, Generative AI, Graphic and Visual Design, Prompt Engineering, Photo Editing, Artificial Intelligence, Ideation, Image Quality

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Python for Data Analysis: Pandas & NumPy

    Skills you'll gain: Pandas (Python Package), NumPy, Data Analysis, Data Science, Python Programming, Data Structures, Exploratory Data Analysis, Data Manipulation, Computer Programming

    4.5
    Rating, 4.5 out of 5 stars
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    376 reviews

    Beginner · Guided Project · Less Than 2 Hours

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    Adobe

    Prompting for Generative AI

    Skills you'll gain: Adobe Firefly, Prompt Engineering, Adobe Illustrator, Visualization (Computer Graphics), Style Guides, Adobe Photoshop, Graphic and Visual Design, Generative AI, Storytelling, Creativity

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    U

    University of Colorado Boulder

    Software Architecture for Big Data

    Skills you'll gain: Performance Testing, Software Architecture, Software Engineering, Microservices, Scalability, Service Level, Data Architecture, Software Design, System Testing, Transaction Processing, Distributed Computing, Database Management, Performance Tuning, Development Testing, Database Systems, System Monitoring, Web Applications, Application Development, Data Processing, Big Data

    Build toward a degree

    3.5
    Rating, 3.5 out of 5 stars
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    103 reviews

    Advanced · Specialization · 1 - 3 Months

  • Status: Free
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    U

    Utrecht University

    Human Rights for Open Societies

    Skills you'll gain: Social Justice, Court Systems, Political Sciences, Immigration Law, Law, Regulation, and Compliance, Diversity Awareness, European History, Cultural Diversity, Social Sciences, Civil Law, Case Law, Media and Communications

    4.8
    Rating, 4.8 out of 5 stars
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    622 reviews

    Beginner · Course · 1 - 3 Months

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

  • AI for Legal Practice: AI CERTs
  • Regression Modeling for Marketers: University of Colorado System
  • Graphic Design Elements for Non-Designers: University of Colorado Boulder
  • AI for Business Ethics & Financial Strategy Mastery: EDUCBA
  • Medical Cannabis for Pain Control : Technion - Israel Institute of Technology
  • Excel Power Tools for Data Analysis: Macquarie University
  • Generative AI for Executives: Amazon Web Services
  • Generative AI for Designers: Adobe
  • Python for Data Analysis: Pandas & NumPy: Coursera
  • Prompting for Generative AI: Adobe

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