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Math for Data Science Courses

Math for Data Science courses can help you learn statistical analysis, linear algebra, probability theory, and calculus. You can build skills in data visualization, hypothesis testing, and regression analysis, which are crucial for interpreting data effectively. Many courses introduce tools like Python, R, and SQL, along with libraries such as NumPy and Pandas, to help you apply these mathematical concepts to real datasets and enhance your analytical capabilities.


Popular Math for Data Science Courses and Certifications


  • Status: Free Trial
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    DeepLearning.AI

    Mathematics for Machine Learning and Data Science

    4.6
    Rating, 4.6 out of 5 stars
    ·
    3.2K reviews

    Intermediate · Specialization · 1 - 3 Months

  • Status: Free Trial
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    Imperial College London

    Mathematics for Machine Learning

    4.6
    Rating, 4.6 out of 5 stars
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    15K reviews

    Beginner · Specialization · 3 - 6 Months

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    DeepLearning.AI

    Calculus for Machine Learning and Data Science

    4.8
    Rating, 4.8 out of 5 stars
    ·
    955 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    DeepLearning.AI

    Probability & Statistics for Machine Learning & Data Science

    4.6
    Rating, 4.6 out of 5 stars
    ·
    686 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Duke University

    Data Science Math Skills

    4.5
    Rating, 4.5 out of 5 stars
    ·
    13K reviews

    Beginner · Course · 1 - 4 Weeks

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    I

    Multiple educators

    Data Science Foundations

    4.6
    Rating, 4.6 out of 5 stars
    ·
    117K reviews

    Beginner · Specialization · 3 - 6 Months

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    Status: AI skills
    AI skills
    I

    IBM

    IBM Data Science

    Build toward a degree

    4.6
    Rating, 4.6 out of 5 stars
    ·
    150K reviews

    Beginner · Professional Certificate · 3 - 6 Months

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    Johns Hopkins University

    Advanced Statistics for Data Science

    4.4
    Rating, 4.4 out of 5 stars
    ·
    797 reviews

    Advanced · Specialization · 3 - 6 Months

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    IBM

    Data Analysis with Python

    4.7
    Rating, 4.7 out of 5 stars
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    20K reviews

    Intermediate · Course · 1 - 3 Months

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    University of Colorado Boulder

    Expressway to Data Science: Essential Math

    4.5
    Rating, 4.5 out of 5 stars
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    479 reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial
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    DeepLearning.AI

    Linear Algebra for Machine Learning and Data Science

    4.6
    Rating, 4.6 out of 5 stars
    ·
    2.3K reviews

    Intermediate · Course · 1 - 4 Weeks

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    John Wiley & Sons

    Data Science and Machine Learning for Business Professionals

    Intermediate · Course · 3 - 6 Months

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In summary, here are 10 of our most popular math for data science courses

  • Mathematics for Machine Learning and Data Science: DeepLearning.AI
  • Mathematics for Machine Learning: Imperial College London
  • Calculus for Machine Learning and Data Science: DeepLearning.AI
  • Probability & Statistics for Machine Learning & Data Science: DeepLearning.AI
  • Data Science Math Skills: Duke University
  • Data Science Foundations: University of London
  • IBM Data Science: IBM
  • Advanced Statistics for Data Science: Johns Hopkins University
  • Data Analysis with Python: IBM
  • Expressway to Data Science: Essential Math: University of Colorado Boulder

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