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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: New
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    U

    University of Colorado Boulder

    Equivalences, Abstraction, and Partial Order Reduction

    Skills you'll gain: Verification And Validation, Systems Engineering, Systems Design, Systems Analysis, Software Design, Computer Architecture, Software Quality (SQA/SQC), Logical Reasoning

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    U

    University of Illinois Urbana-Champaign

    Digital Marketing Analytics in Theory

    Skills you'll gain: Web Analytics, Digital Marketing, Digital Media Strategy, Marketing Analytics, Marketing Strategies, Consumer Behaviour, Digital Advertising, Content Creation, Analytics, Integrated Marketing Communications, Marketing Automation, Search Engine Optimization, AI Personalization, Customer experience strategy (CX), Data Analysis, Data Collection, Generative AI, Data Visualization

    Build toward a degree

    4.5
    Rating, 4.5 out of 5 stars
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    4.8K reviews

    Beginner · Course · 1 - 4 Weeks

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    U

    University of Washington

    Introduction to Public Speaking

    Skills you'll gain: Public Speaking, Verbal Communication Skills, Communication, Adaptability, Stress Management, Organizational Skills

    4.7
    Rating, 4.7 out of 5 stars
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    2.2K reviews

    Beginner · Course · 1 - 3 Months

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    R

    Real Madrid Graduate School Universidad Europea

    Conceptos imprescindibles - Requisitos para el análisis

    Skills you'll gain: Data Literacy, Technical Communication, Probability & Statistics, Web Scraping, Data Import/Export, JSON, Statistical Analysis, Pandas (Python Package), Analytical Skills, Descriptive Statistics, Data Manipulation, Probability, Data Collection, Data Capture, Restful API, Performance Measurement, Data Cleansing, Application Programming Interface (API)

    Beginner · Course · 1 - 4 Weeks

  • Status: New
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    C

    Coursera

    Automate Data Pipelines: Schema Evolution

    Skills you'll gain: Apache Airflow, Data Pipelines, Data Validation, Extract, Transform, Load, Data Migration, Data Quality, Data Integrity, Data Transformation, Data Modeling, System Monitoring, Continuous Monitoring, Scalability, Technical Communication

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    U

    University of Colorado Boulder

    Business Analytics for Decision Making

    Skills you'll gain: Business Analytics, Risk Analysis, Decision Making, Predictive Analytics, Simulation and Simulation Software, Business Modeling, Data Analysis, Process Optimization, Market Analysis, Unsupervised Learning, Microsoft Excel, Exploratory Data Analysis, Probability Distribution

    4.6
    Rating, 4.6 out of 5 stars
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    1.9K reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    I

    IESE Business School

    Think like a CFO

    Skills you'll gain: Financial Statement Analysis, Financial Statements, Balance Sheet, Financial Market, Corporate Finance, Income Statement, Financial Management, Accounting, Financial Analysis, Financial Acumen, Financial Accounting, Accrual Accounting, Financial Data, Cash Flows, Management Accounting, Capital Budgeting, Microsoft Excel, Finance, Equities, Business Valuation

    4.8
    Rating, 4.8 out of 5 stars
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    6.4K reviews

    Beginner · Specialization · 3 - 6 Months

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    M

    Michigan State University

    Cameras, Exposure, and Photography

    Skills you'll gain: Photography, Peer Review, Photo/Video Production and Technology, Image Quality, Creativity, Design Elements And Principles

    4.8
    Rating, 4.8 out of 5 stars
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    5.3K reviews

    Mixed · Course · 1 - 4 Weeks

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    C

    Coursera

    Optimize Java Memory for ML Performance

    Skills you'll gain: MLOps (Machine Learning Operations), Model Deployment, Containerization, Performance Tuning, Docker (Software), Java, Application Performance Management, Artificial Intelligence and Machine Learning (AI/ML), Analysis, Data Structures

    Advanced · Course · 1 - 4 Weeks

  • Status: Free Trial
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    D

    Duke University

    MLOps | Machine Learning Operations

    Skills you'll gain: MLOps (Machine Learning Operations), Model Deployment, Cloud Deployment, Pandas (Python Package), AWS SageMaker, NumPy, Microsoft Azure, Hugging Face, Responsible AI, Data Manipulation, Exploratory Data Analysis, Containerization, DevOps, Cloud Computing, Python Programming, Machine Learning, GitHub, Big Data, Data Management, Data Analysis

    4.2
    Rating, 4.2 out of 5 stars
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    576 reviews

    Advanced · Specialization · 3 - 6 Months

  • Status: New
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    C

    Coursera

    Visualize Retention: Heatmaps & Clarity Unlocked

    Skills you'll gain: Data Storytelling, Heat Maps, Data Presentation, Statistical Visualization, Web Content Accessibility Guidelines, Customer Retention, Plot (Graphics), Timelines, Data Visualization Software, Tableau Software, Stakeholder Communications

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
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    G

    Google

    Introduction to Data Analysis Using Python

    Skills you'll gain: Object Oriented Programming (OOP), Data Structures, Data Cleansing, Python Programming, Data Analysis, NumPy, Pandas (Python Package), Data Manipulation, Analytical Skills, Scripting, Algorithms, Debugging

    Beginner · Course · 1 - 4 Weeks

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

  • Equivalences, Abstraction, and Partial Order Reduction: University of Colorado Boulder
  • Digital Marketing Analytics in Theory: University of Illinois Urbana-Champaign
  • Introduction to Public Speaking: University of Washington
  • Conceptos imprescindibles - Requisitos para el análisis : Real Madrid Graduate School Universidad Europea
  • Automate Data Pipelines: Schema Evolution: Coursera
  • Business Analytics for Decision Making: University of Colorado Boulder
  • Think like a CFO: IESE Business School
  • Cameras, Exposure, and Photography: Michigan State University
  • Optimize Java Memory for ML Performance: Coursera
  • MLOps | Machine Learning Operations: Duke University

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