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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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    Scrum Alliance

    AI for Product Discovery & Strategy

    Skills you'll gain: AI Product Strategy, Product Planning, Brainstorming, Product Strategy, Generative AI, Strategic Decision-Making, Customer Insights, Market Analysis, Data-Driven Decision-Making, Market Research, Forecasting, Data Analysis

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Fractal Analytics

    Fractal Data Science

    Skills you'll gain: Data Storytelling, Decision Making, Critical Thinking, Database Design, Data Manipulation, Data Presentation, Power BI, Data Visualization, Model Evaluation, Feature Engineering, Model Deployment, Interactive Data Visualization, Data Wrangling, Data Analysis Expressions (DAX), Human Centered Design, Storyboarding, SQL, Machine Learning, Problem Solving, Python Programming

    4.5
    Rating, 4.5 out of 5 stars
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    519 reviews

    Beginner · Professional Certificate · 3 - 6 Months

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    Imperial College London

    Mathematics for Machine Learning: PCA

    Skills you'll gain: Dimensionality Reduction, NumPy, Probability & Statistics, Data Preprocessing, Unsupervised Learning, Statistics, Linear Algebra, Jupyter, Python Programming, Applied Mathematics, Calculus

    4
    Rating, 4 out of 5 stars
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    3.2K reviews

    Intermediate · Course · 1 - 4 Weeks

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    Board Infinity

    C# for .NET Developers

    Skills you'll gain: C# (Programming Language), ASP.NET, .NET Framework, Object Oriented Programming (OOP), Web Applications, Programming Principles, Web Development, Debugging, Event-Driven Programming, Development Environment

    4.1
    Rating, 4.1 out of 5 stars
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    300 reviews

    Intermediate · Course · 1 - 4 Weeks

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    U

    University of Minnesota

    Creative Problem Solving

    Skills you'll gain: Creativity, Creative Thinking, Creative Problem-Solving, Ideation, Cognitive flexibility, Brainstorming, Curiosity, Resourcefulness, Innovation, Open Mindset, Persistence, Problem Solving, Growth Mindedness, Diversity Awareness

    4.4
    Rating, 4.4 out of 5 stars
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    2.4K reviews

    Mixed · Course · 1 - 4 Weeks

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    Logical Operations

    PCAP: Python Input, Output, and String Handling

    Skills you'll gain: File I/O, Cross Platform Development, Operating Systems, Data Import/Export, Development Environment, Scripting, File Management, Scripting Languages, Data Processing, Virtual Machines, Python Programming, Programming Principles, Computer Programming, Software Development

    Mixed · Course · 1 - 4 Weeks

  • Status: Free
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    Coursera

    Power BI for Beginners: Interactive Dashboard Fundamentals

    Skills you'll gain: Key Performance Indicators (KPIs), Power BI, Dashboard, Data Visualization, Interactive Data Visualization, Data Storytelling, Data Presentation, Business Metrics, Performance Analysis, Data Visualization Software, Data Import/Export, Business Intelligence, Regional Sales, Sales Presentation

    4.7
    Rating, 4.7 out of 5 stars
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    55 reviews

    Beginner · Guided Project · Less Than 2 Hours

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    Logical Operations

    Microsoft Excel 2021-2024 Mastery

    Skills you'll gain: Microsoft Excel, Spreadsheet Software, Excel Formulas, Microsoft Office, Pivot Tables And Charts, Excel Macros, Data Presentation, Microsoft 365, Business Intelligence, Data Visualization Software, Productivity Software, Data Visualization, Data Integration, Data Entry, Key Performance Indicators (KPIs), Data Management, Document Management, File Management, Performance Management, User Interface (UI)

    Beginner · Specialization · 3 - 6 Months

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    Coursera

    Build & Adapt LLM Models with Confidence

    Skills you'll gain: Model Deployment, LLM Application, Large Language Modeling, System Monitoring, Scalability, Hugging Face, Cloud Deployment, Performance Tuning, MLOps (Machine Learning Operations), Prompt Engineering, Transfer Learning, AI Security, Applied Machine Learning, Application Security, Artificial Intelligence, API Design, Model Evaluation

    Intermediate · Course · 1 - 4 Weeks

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    University of Colorado Boulder

    Electrification of Building Energy Systems

    Skills you'll gain: Building Services Engineering, HVAC, Thermal Management, Building Design, Energy and Utilities, Electrical Systems, Architectural Engineering, Climate Change Mitigation, Electric Power Systems, Construction, Sustainable Technologies, Control Systems

    Intermediate · Course · 1 - 3 Months

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    Meta

    Introduction to Back-End Development

    Skills you'll gain: Bootstrap (Front-End Framework), HTML and CSS, User Interface (UI), Front-End Web Development, Responsive Web Design, JavaScript Frameworks, Web Design, Web Development, Web Applications, Hypertext Markup Language (HTML), Full-Stack Web Development, Cascading Style Sheets (CSS), Back-End Web Development, React.js

    4.7
    Rating, 4.7 out of 5 stars
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    3.7K reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: New
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    Microsoft

    Microsoft Power BI Developer and Architect

    Skills you'll gain: Data Analysis Expressions (DAX), Power BI, Interactive Data Visualization, Data Modeling, Azure Synapse Analytics, Microsoft Azure, Business Reporting, Database Design, Data Lakes, Business Intelligence, Enterprise Architecture, Enterprise Security, Data Governance, Data Management, Performance Analysis, Solution Architecture, Governance, Analytics, Automation, Regulation and Legal Compliance

    Intermediate · Professional Certificate · 3 - 6 Months

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

  • AI for Product Discovery & Strategy: Scrum Alliance
  • Fractal Data Science: Fractal Analytics
  • Mathematics for Machine Learning: PCA: Imperial College London
  • C# for .NET Developers: Board Infinity
  • Creative Problem Solving: University of Minnesota
  • PCAP: Python Input, Output, and String Handling: Logical Operations
  • Power BI for Beginners: Interactive Dashboard Fundamentals: Coursera
  • Microsoft Excel 2021-2024 Mastery: Logical Operations
  • Build & Adapt LLM Models with Confidence: Coursera
  • Electrification of Building Energy Systems: University of Colorado Boulder

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