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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


  • U

    University of Colorado Boulder

    Data Science Foundations: Statistical Inference

    Skills you'll gain: Probability, Statistical Hypothesis Testing, Statistical Inference, Probability & Statistics, Statistical Methods, Probability Distribution, Statistics, Statistical Analysis, Sampling (Statistics), Applied Mathematics, Data Ethics, Data Analysis, Correlation Analysis, Data Science, Data Collection

    4.4 stars, 377 reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 4.4 (377) · Intermediate · Specialization · 3 - 6 Months

    Category: Build toward a degree
    Build toward a degree
  • U

    University of California San Diego

    Big Data

    Skills you'll gain: Apache Spark, Model Evaluation, Apache Hadoop, Data Integration, Exploratory Data Analysis, Big Data, Classification Algorithms, Graph Theory, Data Pipelines, Data Processing, Network Model, Model Training, Database Design, Data Modeling, Regression Analysis, Data Mining, Data Infrastructure, Data Presentation, Data Capture, MongoDB

    4.6 stars, 14K reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.6 (14K) · Beginner · Specialization · 3 - 6 Months

  • I

    IBM

    Generative AI for Data Analysts

    Skills you'll gain: Prompt Engineering, Prompt Patterns, Generative AI, Analytics, ChatGPT, AI literacy, Data Analysis Software, Data Analysis, Data Storytelling, Data Presentation, Dashboard Creation, Interactive Data Visualization, Responsible AI, Artificial Intelligence and Machine Learning (AI/ML), Data Synthesis, Data Ethics, Machine Learning, Data Manipulation, Data Preprocessing, Data Cleansing

    4.7 stars, 12K reviews, Intermediate, Specialization, 1 - 3 Months

    ★ 4.7 (12K) · Intermediate · Specialization · 1 - 3 Months

  • D

    DeepLearning.AI

    AI For Everyone

    Skills you'll gain: Responsible AI, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, AI literacy, Machine Learning, Data Science, Deep Learning, Artificial Neural Networks

    4.8 stars, 54K reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.8 (54K) · Beginner · Course · 1 - 4 Weeks

    Status: Top AI program
    Top AI program
  • U

    University of London

    Mathematics for Computer Science

    Skills you'll gain: Arithmetic, Applied Mathematics, Computer Science, General Mathematics, Mathematical Modeling, Algebra, Cryptography

    4.2 stars, 287 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.2 (287) · Beginner · Course · 1 - 4 Weeks

  • U

    University of Colorado Boulder

    Probability Foundations for Data Science and AI

    Skills you'll gain: Probability, Probability & Statistics, Probability Distribution, Statistics, Data Analysis, Correlation Analysis, Statistical Analysis, Applied Mathematics, Data Collection

    4.5 stars, 300 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.5 (300) · Intermediate · Course · 1 - 3 Months

    Category: Build toward a degree
    Build toward a degree
  • I

    IBM

    Introduction to Data Science

    Skills you'll gain: SQL, Data Cleansing, Jupyter, Data Literacy, Data Mining, Data Manipulation, Data Preprocessing, Business Analysis, Model Deployment, Model Evaluation, Database Management, Relational Databases, Stored Procedure, R Programming, Data Science, Big Data, Data Analysis Software, Computer Programming Tools, Cloud Computing, Python Programming

    4.6 stars, 102K reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.6 (102K) · Beginner · Specialization · 3 - 6 Months

    Status: Top AI program
    Top AI program
  • G

    Google

    Foundations of Data Science

    Skills you'll gain: Data Storytelling, Data Ethics, Data Analysis, Data-Driven Decision-Making, Analytics, Workflow Management, Data Science, Advanced Analytics, Analytical Skills, Project Management, Communication, Stakeholder Communications, Machine Learning

    4.7 stars, 4.1K reviews, Advanced, Course, 1 - 3 Months

    ★ 4.7 (4.1K) · Advanced · Course · 1 - 3 Months

  • G

    Google

    AI for Data Analysis

    Skills you'll gain: Data Presentation, Interactive Data Visualization, Analytics, Business Analytics, Performance Measurement, Data Wrangling, AI Personalization, Artificial Intelligence, Generative AI, Simulation and Simulation Software, Google Workspace

    4.7 stars, 969 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.7 (969) · Beginner · Course · 1 - 4 Weeks

  • U

    University of Colorado Boulder

    Science of Exercise

    Skills you'll gain: Exercise Science, Exercise Therapy, Physiology, Nutrition and Diet, Chronic Diseases, Public Health

    4.8 stars, 4.8K reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.8 (4.8K) · Beginner · Course · 1 - 4 Weeks

  • D

    Deep Teaching Solutions

    Learning How to Learn: Powerful mental tools to help you master tough subjects

    Skills you'll gain: Learning Strategies, Lifelong Learning, Time Management, Learning Theory, Creativity, Adaptability

    4.8 stars, 93K reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.8 (93K) · Beginner · Course · 1 - 4 Weeks

    Status: Bestseller
    Bestseller
  • M

    Macquarie University

    Excel Skills for Business: Essentials

    Skills you'll gain: Excel Formulas, Microsoft Excel, Spreadsheet Software, Productivity Software, Data Analysis Software, Business Analytics, Analytical Skills

    4.9 stars, 51K reviews, Beginner, Course, 1 - 3 Months

    ★ 4.9 (51K) · Beginner · Course · 1 - 3 Months

    Status: Trending right now
    Trending right now
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