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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
    M

    Microsoft

    Microsoft JavaScript Starter Kit

    Skills you'll gain: Responsive Web Design, Git (Version Control System), Web Development, Cascading Style Sheets (CSS), Data Persistence, React.js, Version Control, Performance Tuning, Full-Stack Web Development, GitHub, Event-Driven Programming, HTML and CSS, Application Design, Game Design, Webpack, Software Testing, Unit Testing, Software Development, Development Environment, Javascript

    4.1
    Rating, 4.1 out of 5 stars
    ·
    14 reviews

    Beginner · Professional Certificate · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Object-Oriented Analysis and Design: Foundations & Concepts

    Skills you'll gain: Object Oriented Design, Unified Modeling Language, Object Oriented Programming (OOP), Test Driven Development (TDD), JUnit, Java, Unit Testing, Software Testing, Software Engineering, Development Testing, Java Programming, Test Case, Program Development, Software Design, Systems Analysis, Integration Testing, Conceptual Design

    Build toward a degree

    4
    Rating, 4 out of 5 stars
    ·
    9 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    D

    Duke University

    Rust for Large Language Model Operations (LLMOps)

    Skills you'll gain: LLM Application, Hugging Face, Large Language Modeling, Generative AI, Rust (Programming Language), Model Deployment, MLOps (Machine Learning Operations), AWS SageMaker, Cloud Deployment, PyTorch (Machine Learning Library), CI/CD, Applied Machine Learning, Natural Language Processing, Infrastructure as Code (IaC), DevOps, Machine Learning

    4.2
    Rating, 4.2 out of 5 stars
    ·
    13 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    S

    Starweaver

    Introduction to Engineering Design

    Skills you'll gain: Computer-Aided Design, Engineering Design Process, Product Engineering, Mechanical Design, Engineering, Simulation and Simulation Software, Conceptual Design, Sustainable Design, Creativity, Problem Solving, Prototyping, Innovation, Analytical Skills, Automation, Artificial Intelligence and Machine Learning (AI/ML), Emerging Technologies

    4.9
    Rating, 4.9 out of 5 stars
    ·
    11 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    D

    Dartmouth College

    Engineering of Structures: Shear and Bending

    Skills you'll gain: Structural Analysis, Structural Engineering, Civil Engineering, Engineering, Engineering Calculations, Construction, Mechanics, Engineering Design Process, Experimentation

    4.8
    Rating, 4.8 out of 5 stars
    ·
    39 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    U

    University of California, Santa Cruz

    Conspiracy Planet

    Skills you'll gain: Research, Investigation, Storytelling, Systems Thinking, Content Creation, Peer Review, Political Sciences, Social Sciences, Social Impact, Discussion Facilitation, World History

    4.4
    Rating, 4.4 out of 5 stars
    ·
    40 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free
    Free
    D

    DeepLearning.AI

    Pretraining LLMs

    Skills you'll gain: Large Language Modeling, Model Evaluation, Hugging Face, Data Preprocessing, Transfer Learning, Generative AI

    4.6
    Rating, 4.6 out of 5 stars
    ·
    18 reviews

    Beginner · Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    N

    National Taiwan University

    工程資訊管理 BIM 應用

    Skills you'll gain: Building Information Modeling, Autodesk Revit, Construction Estimating, Engineering Management, Construction Management, Product Lifecycle Management, Engineering Practices, Architectural Engineering, Computer-Aided Design, Simulations

    4.7
    Rating, 4.7 out of 5 stars
    ·
    30 reviews

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U
    S

    Multiple educators

    Sustainable and Circular Product Development

    Skills you'll gain: Packaging and Labeling, Human Centered Design, Sustainable Design, Sustainable Technologies, Sustainable Engineering, Sustainable Business, Sustainability Standards, Design Thinking, Product Design, Business Leadership, Environmental Regulations, Strategic Leadership, Waste Minimization, Sustainable Development, Corporate Sustainability, Product Development, Environmental Engineering, Environmental Laws, Product Lifecycle Management, Pollution Prevention

    Build toward a degree

    4.8
    Rating, 4.8 out of 5 stars
    ·
    24 reviews

    Intermediate · Specialization · 3 - 6 Months

  • C

    Coursera

    Product and Service Development: Empathy Mapping with Miro

    Skills you'll gain: Customer Analysis, New Product Development, Persona Development, Customer Insights, Product Strategy, Product Development, Design Thinking, User Research, Business Planning, Business Strategy, Marketing

    4.8
    Rating, 4.8 out of 5 stars
    ·
    33 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • Status: Free
    Free
    C

    Coursera

    Notion for Beginners: Create a Project Plan

    Skills you'll gain: Milestones (Project Management), Goal Setting, Timelines, Project Management Software, Delegation Skills, Project Planning, Project Coordination, Databases, Project Management, Coordinating, Collaborative Software, Team Building, Prioritization

    4.4
    Rating, 4.4 out of 5 stars
    ·
    16 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    I

    Imperial College London

    Building on the SIR Model

    Skills you'll gain: Mathematical Modeling, Statistical Modeling, Simulations, Risk Modeling, Epidemiology, Infectious Diseases, R Programming, Model Evaluation, Public Health

    4.7
    Rating, 4.7 out of 5 stars
    ·
    24 reviews

    Intermediate · Course · 1 - 4 Weeks

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

  • Microsoft JavaScript Starter Kit: Microsoft
  • Object-Oriented Analysis and Design: Foundations & Concepts: University of Colorado Boulder
  • Rust for Large Language Model Operations (LLMOps): Duke University
  • Introduction to Engineering Design : Starweaver
  • Engineering of Structures: Shear and Bending: Dartmouth College
  • Conspiracy Planet: University of California, Santa Cruz
  • Pretraining LLMs: DeepLearning.AI
  • 工程資訊管理 BIM 應用: National Taiwan University
  • Sustainable and Circular Product Development: University of Colorado Boulder
  • Product and Service Development: Empathy Mapping with Miro: Coursera

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