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  • Math For Data Science

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
    Free Trial
    D

    DeepLearning.AI

    Custom and Distributed Training with TensorFlow

    Skills you'll gain: Tensorflow, Deep Learning, Keras (Neural Network Library), Distributed Computing, Performance Tuning

    4.8
    Rating, 4.8 out of 5 stars
    ·
    436 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    J

    Johns Hopkins University

    Advanced Linear Models for Data Science 1: Least Squares

    Skills you'll gain: Regression Analysis, Statistical Modeling, R Programming, Linear Algebra, Data Science, Mathematical Modeling, Data Modeling, Statistics, Statistical Analysis, Applied Mathematics, General Mathematics, Derivatives

    4.5
    Rating, 4.5 out of 5 stars
    ·
    190 reviews

    Advanced · Course · 1 - 3 Months

  • Status: Free
    Free
    U

    University of Alberta

    Science Literacy

    Skills you'll gain: Scientific Methods, Research Methodologies, Research, Research Design, Deductive Reasoning, Peer Review, Media and Communications, Correlation Analysis, Statistical Analysis, Probability & Statistics, Cultural Diversity, Descriptive Statistics, Communication

    4.4
    Rating, 4.4 out of 5 stars
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    274 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    A

    Arizona State University

    Inglés Empresarial: Gestión y Liderazgo

    Skills you'll gain: Meeting Facilitation, Telephone Skills, Business Writing, Business Communication, Employee Coaching, Organizational Skills, Business Leadership, Delegation Skills, Writing, English Language, Leadership and Management, Leadership, Verbal Communication Skills, Recruitment, Communication, Team Building, Vocabulary

    4.8
    Rating, 4.8 out of 5 stars
    ·
    1.7K reviews

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    I

    IBM

    Unsupervised Machine Learning

    Skills you'll gain: Unsupervised Learning, Dimensionality Reduction, Scikit Learn (Machine Learning Library), Machine Learning Algorithms, Data Preprocessing, Feature Engineering, Machine Learning, Text Mining, Data Science, Big Data, Data Analysis, Algorithms

    4.7
    Rating, 4.7 out of 5 stars
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    356 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    I

    Intuit

    Tracking assets and sales

    Skills you'll gain: Inventory Accounting, Inventory Control, Fixed Asset, Depreciation, Property Accounting, Lease Contracts, Asset Management, Bookkeeping, Accounting, Financial Statements, Balance Sheet, Income Statement

    4.4
    Rating, 4.4 out of 5 stars
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    1.3K reviews

    Beginner · Course · 1 - 4 Weeks

  • M

    Michigan State University

    Getting Started With Music Theory

    Skills you'll gain: Music Theory, Music, Musical Composition, Classical Music

    4.5
    Rating, 4.5 out of 5 stars
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    758 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    J

    Johns Hopkins University

    Essential Epidemiologic Tools for Public Health Practice

    Skills you'll gain: Epidemiology, Public Health, Data Presentation, Geographic Information Systems, Data Visualization Software, GIS Software, Biostatistics, Health Policy, Risk Analysis, Estimation, Demography, Statistical Methods, Data Manipulation

    4.7
    Rating, 4.7 out of 5 stars
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    3.1K reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    U

    University of Florida

    Healing with the Arts

    Skills you'll gain: Journals, Music, Performing Arts, Mindfulness, Empowerment, Storytelling, Personal Development, Liberal Arts, Self-Awareness, Emotional Intelligence, Writing

    4.6
    Rating, 4.6 out of 5 stars
    ·
    1K reviews

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    D

    DeepLearning.AI

    Custom Models, Layers, and Loss Functions with TensorFlow

    Skills you'll gain: Tensorflow, Transfer Learning, Deep Learning, Keras (Neural Network Library), Convolutional Neural Networks, Artificial Neural Networks, Model Evaluation

    4.9
    Rating, 4.9 out of 5 stars
    ·
    1.1K reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Preview
    Preview
    U

    Universidad de los Andes

    Marketing Verde

    Skills you'll gain: Sustainable Business, Marketing, Strategic Marketing, Marketing Management, Marketing Planning, Product Planning, Market Opportunities, Consumer Behaviour, Sustainable Development, Marketing Strategies, Marketing Communications, Brand Management, Market Analysis, Environmental Issue, Target Market

    4.8
    Rating, 4.8 out of 5 stars
    ·
    2.2K reviews

    Mixed · Course · 1 - 3 Months

  • Status: Preview
    Preview
    T

    Technical University of Denmark (DTU)

    Introduction to solar cells

    Skills you'll gain: Semiconductors, Sustainable Technologies, Materials science, Electrical Engineering, Electrical Power, Basic Electrical Systems, Electronic Components, Emerging Technologies, Physics, Mathematical Modeling, Energy and Utilities, Environmental Issue, Manufacturing Processes, Engineering Calculations

    4.8
    Rating, 4.8 out of 5 stars
    ·
    2.5K reviews

    Beginner · Course · 1 - 3 Months

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

  • Custom and Distributed Training with TensorFlow: DeepLearning.AI
  • Advanced Linear Models for Data Science 1: Least Squares: Johns Hopkins University
  • Science Literacy : University of Alberta
  • Inglés Empresarial: Gestión y Liderazgo : Arizona State University
  • Unsupervised Machine Learning: IBM
  • Tracking assets and sales: Intuit
  • Getting Started With Music Theory: Michigan State University
  • Essential Epidemiologic Tools for Public Health Practice: Johns Hopkins University
  • Healing with the Arts: University of Florida
  • Custom Models, Layers, and Loss Functions with TensorFlow: DeepLearning.AI

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