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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


  • I

    Imperial College London

    Mathematics for Machine Learning

    Beginner · Specialization

    Status: Bestseller
    Bestseller
  • D

    DeepLearning.AI

    Mathematics for Machine Learning and Data Science

    Skills you'll gain: Descriptive Statistics, Bayesian Statistics, Statistical Hypothesis Testing, Probability & Statistics, Sampling (Statistics), Statistical Methods, Probability Distribution, Linear Algebra, Statistical Inference, Statistics, A/B Testing, Statistical Analysis, Applied Mathematics, Probability, Calculus, Dimensionality Reduction, Exploratory Data Analysis, Machine Learning, Python Programming, Artificial Neural Networks

    4.6 stars, 3.3K reviews, Intermediate, Specialization, 1 - 3 Months

    ★ 4.6 (3.3K) · Intermediate · Specialization · 1 - 3 Months

    Status: Bestseller
    Bestseller
  • R

    Rutgers the State University of New Jersey

    Data Science for Value Investing

    Skills you'll gain: Financial Analysis, Data Analysis, Data Science, Investments, Regression Analysis, Financial Statement Analysis, Financial Market, Investment Management, Analysis, Equities, Financial Modeling, Business Valuation, Financial Planning, Securities (Finance), Data Visualization, Critical Thinking, Personal Development

    Beginner · Course · 1 - 4 Weeks

    Category: New
    New
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  • D

    Duke University

    Data Science Math Skills

    Skills you'll gain: Probability, Graphing, Algebra, Data Science, General Mathematics, Data Analysis, Advanced Mathematics, Derivatives

    4.5 stars, 13K reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.5 (13K) · Beginner · Course · 1 - 4 Weeks

  • D

    DeepLearning.AI

    Calculus for Machine Learning and Data Science

    Skills you'll gain: Applied Mathematics, Calculus, Machine Learning, Python Programming, Artificial Neural Networks, Computer Programming, Derivatives

    4.8 stars, 974 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.8 (974) · Intermediate · Course · 1 - 4 Weeks

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  • J

    Johns Hopkins University

    Advanced Statistics for Data Science

    Skills you'll gain: Statistical Hypothesis Testing, Regression Analysis, Statistical Analysis, Probability & Statistics, Statistical Inference, Statistical Methods, Statistical Modeling, Linear Algebra, Statistics, Probability, R Programming, Biostatistics, Data Analysis, Data Science, Probability Distribution, Derivatives

    4.4 stars, 802 reviews, Advanced, Specialization, 3 - 6 Months

    ★ 4.4 (802) · Advanced · Specialization · 3 - 6 Months

  • I
    U
    I

    Multiple educators

    Data Science Foundations

    Skills you'll gain: Dashboard Creation, Dashboard, Web Scraping, Pseudocode, Jupyter, Algorithms, Data Literacy, Data Mining, Data Analysis, Data Visualization, Correlation Analysis, Pandas (Python Package), NumPy, R Programming, Predictive Modeling, Python Programming, Machine Learning Algorithms, Data Science, Machine Learning, Project Management

    4.6 stars, 118K reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.6 (118K) · Beginner · Specialization · 3 - 6 Months

  • U

    University of Colorado Boulder

    Expressway to Data Science: Essential Math

    Skills you'll gain: Linear Algebra, Integral Calculus, Algebra, Numerical Analysis, Calculus, Data Science, Graphing, Statistical Methods, Derivatives, Probability & Statistics

    4.5 stars, 488 reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 4.5 (488) · Intermediate · Specialization · 3 - 6 Months

  • T

    The Skill Valley

    Data Modeling for Modern Analytics

    Skills you'll gain: Data Modeling, Star Schema, Data Architecture, Data Governance, Data Quality, Analytics, Data Structures, Data Transformation, Business Logic, Data Validation, Architectural Design, Data Access, Machine Learning, Governance, Quality Control, Design

    Mixed · Course · 1 - 4 Weeks

    Category: New
    New
  • I

    IBM

    Python for Data Science & AI: Hands-On Development

    Skills you'll gain: Python Programming, NumPy, Data Analysis

    4.6 stars, 44K reviews, Beginner, Course, 1 - 3 Months

    ★ 4.6 (44K) · Beginner · Course · 1 - 3 Months

    Status: Trending right now
    Trending right now
  • M

    Microsoft

    Microsoft Power BI Data Analyst

    Skills you'll gain: Power BI, Dashboard Creation, Data Visualization, Microsoft Excel, Advanced Analytics, Data Integrity, Data Analysis, Data Storage, Business Intelligence, Model Optimization, Descriptive Statistics, Creative Design, SQL, Data Wrangling, Data Entry, Data Security, Data Import/Export, Data Analysis Software, Data Maintenance, Design

    4.6 stars, 9.7K reviews, Beginner, Professional Certificate, 3 - 6 Months

    ★ 4.6 (9.7K) · Beginner · Professional Certificate · 3 - 6 Months

    Status: Trending right now
    Trending right now
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Best Math For Data Science courses from DeepLearning.AI

Top-rated Math For Data Science courses offered by DeepLearning.AI on Coursera.

  1. 1
    Mathematics for Machine Learning and Data Science
    DeepLearning.AIIntermediate1 - 3 Months4.6(3,264)DeepLearning.AI
  2. 2
    Calculus for Machine Learning and Data Science
    DeepLearning.AIIntermediate1 - 4 Weeks4.8(974)DeepLearning.AI
  3. 3
    Probability & Statistics for Machine Learning & Data Science
    DeepLearning.AIIntermediate1 - 4 Weeks4.6(702)DeepLearning.AI

Best Math For Data Science certificate programs

Earn a certificate in Math For Data Science from top universities and companies.

  1. 1
    Mathematics for Machine Learning
    Imperial College LondonBeginnerSpecialization
  2. 2
    Advanced Statistics for Data Science
    Johns Hopkins UniversityAdvanced3 - 6 Months4.4(802)Specialization
  3. 3
    Data Science Foundations
    IBMBeginner3 - 6 Months4.6(118,141)Specialization

Best Math For Data Science courses for beginners

Top-rated beginner-friendly Math For Data Science courses with no prerequisites.

  1. 1
    Data Science for Value Investing
    Rutgers the State University of New JerseyBeginner1 - 4 Weeks5.0(1)No prerequisites
  2. 2
    Data Science Math Skills
    Duke UniversityBeginner1 - 4 Weeks4.5(13,025)No prerequisites
  3. 3
    Python for Data Science & AI: Hands-On Development
    IBMBeginner1 - 3 Months4.6(43,883)No prerequisites

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