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  • Math For Machine Learning

Math For Machine Learning Courses

Courses in Math for Machine Learning can help you learn linear algebra, calculus, probability, and statistics. You can build skills in data analysis, model evaluation, and algorithm optimization. Many courses introduce tools like Python libraries such as NumPy and SciPy, that support implementing mathematical concepts in AI and artificial intelligence projects. You'll also explore techniques like gradient descent and matrix factorization, which are crucial for developing effective machine learning models.

Popular Math For Machine Learning Courses and Certifications


  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Probability Foundations for Data Science and AI

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

    Build toward a degree

    4.5
    Rating, 4.5 out of 5 stars
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    292 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Colorado System

    Relational Database Support for Data Warehouses

    Skills you'll gain: Data Warehousing, SQL, Data Governance, Data Integration, Data Management, Business Intelligence, Oracle Databases, Analytics, PostgreSQL, Data Mining, Big Data, Relational Databases, Database Management Systems, Query Languages, Business Analytics, Data Architecture, Analytical Skills, Data Storage Technologies

    4.6
    Rating, 4.6 out of 5 stars
    ·
    592 reviews

    Mixed · Course · 1 - 3 Months

  • P

    Packt

    Generative AI for leaders

    Skills you'll gain: AI Integrations, Responsible AI, Risk Management, Operational Efficiency

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
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    I

    Institute for the Future

    Life After COVID-19: Get Ready for our Post-Pandemic Future

    Skills you'll gain: Community Organizing, Organizational Leadership, Visionary, Crisis Management, Forecasting, Resilience, Risk Management, Climate Change Adaptation, Risk Analysis, Organizational Change, Culture Transformation, Adaptability, Systems Thinking, Social Impact, Dealing With Ambiguity, Action Oriented, Strategic Thinking, Innovation, Change Management, Trend Analysis

    4.8
    Rating, 4.8 out of 5 stars
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    55 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
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    U

    University of Maryland, College Park

    New Map for Product Managers: Rulesets for Global Business

    Skills you'll gain: Global Marketing, International Relations, International Finance, Diplomacy, Cultural Sensitivity, Business Risk Management, Market Dynamics, Market Intelligence, Competitive Analysis, Corporate Strategy, Economics, Business Strategy, Market Opportunities, Political Sciences, Supply Chain Management, Market Analysis, Economics, Policy, and Social Studies, Economic Development, World History, Supply Chain Planning

    Beginner · Course · 1 - 3 Months

  • C

    Coursera

    AngularJS for Beginners: Getting Started

    Skills you'll gain: Angular, Development Environment, Integrated Development Environments, Program Development, Web Development Tools, JavaScript Frameworks, Code Reusability, Javascript, Front-End Web Development, Model View Controller, Web Development

    4.3
    Rating, 4.3 out of 5 stars
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    21 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • Status: Preview
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    2

    28DIGITAL

    Blockchain for the decision maker

    Skills you'll gain: Blockchain, Technology Strategies, Cloud-Based Integration, Business Transformation, FinTech, Value Propositions, Business Risk Management, Digital Transformation, Enterprise Architecture, Ledgers (Accounting), Distributed Computing, Payment Systems

    3.9
    Rating, 3.9 out of 5 stars
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    77 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
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    C

    Coursera

    Generative AI for Code Completion

    Skills you'll gain: GitHub Copilot, LLM Application, Large Language Modeling, AI powered creativity, AI literacy, Generative AI, Software Development Tools, AI Workflows, Computer Programming Tools

    4.4
    Rating, 4.4 out of 5 stars
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    11 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Colorado System

    C++ Programming for Unreal Game Development

    Skills you'll gain: Unreal Engine, Object Oriented Programming (OOP), File I/O, C++ (Programming Language), C and C++, Object Oriented Design, Debugging, Game Design, Computer Programming, Program Development, Event-Driven Programming, Video Game Development, Unity Engine, Data Structures, C# (Programming Language), Data Storage, 3D Assets, Software Documentation, UI Components, Code Reusability

    4.5
    Rating, 4.5 out of 5 stars
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    212 reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial
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    C

    Codio

    Angular for Front End Engineers

    Skills you'll gain: Angular, Test Driven Development (TDD), Web Components, Unit Testing, Development Testing, Web Design and Development, HTML and CSS, Web Development, Test Script Development, Software Testing, Cascading Style Sheets (CSS), Web Applications, Front-End Web Development, JavaScript Frameworks, Hypertext Markup Language (HTML), Development Environment, UI Components, Application Frameworks, Javascript, Data Persistence

    4.3
    Rating, 4.3 out of 5 stars
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    41 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Preview
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    J

    John Wiley & Sons

    Corporate Finance for Dummies

    Skills you'll gain: Financial Statements, Financial Statement Analysis, Capital Budgeting, International Finance, Portfolio Management, Financial Analysis, Corporate Finance, Income Statement, Financial Modeling, Business Valuation, Balance Sheet, Behavioral Economics, Risk Management, Portfolio Risk, Financial Management, Corporate Strategy, Investment Management, Financial Market, Cash Flows, Forecasting

    Beginner · Course · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    C

    Coursera

    GenAI for Front-End Developers

    Skills you'll gain: Front-End Web Development, Responsible AI, AI literacy, Frontend Integration, Generative AI, User Interface and User Experience (UI/UX) Design, Prompt Engineering, Software Documentation, UI/UX Strategy, Test Automation, HTML and CSS

    4.5
    Rating, 4.5 out of 5 stars
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    40 reviews

    Intermediate · Course · 1 - 4 Weeks

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In summary, here are 10 of our most popular math for machine learning courses

  • Probability Foundations for Data Science and AI: University of Colorado Boulder
  • Relational Database Support for Data Warehouses: University of Colorado System
  • Generative AI for leaders: Packt
  • Life After COVID-19: Get Ready for our Post-Pandemic Future: Institute for the Future
  • New Map for Product Managers: Rulesets for Global Business: University of Maryland, College Park
  • AngularJS for Beginners: Getting Started: Coursera
  • Blockchain for the decision maker: 28DIGITAL
  • Generative AI for Code Completion: Coursera
  • C++ Programming for Unreal Game Development: University of Colorado System
  • Angular for Front End Engineers: Codio

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