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Math For Machine Learning Courses

Courses in Math for Machine Learning often teach linear algebra, calculus, probability, and statistics, providing a solid foundation for understanding algorithms. You can build skills in optimization techniques, data analysis, and model evaluation, which are crucial for effective machine learning applications. Many courses introduce tools like Python libraries such as NumPy and TensorFlow, which help you implement mathematical concepts in AI projects and enhance your ability to work with data-driven models.


Popular Math For Machine Learning Courses and Certifications


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    University of Colorado Boulder

    Foundations of Probability and Statistics

    Skills you'll gain: Probability, Statistical Inference, Estimation, Statistical Methods, Probability & Statistics, Statistics, Probability Distribution, Markov Model, Data Literacy, Statistical Analysis, Bayesian Statistics, Sampling (Statistics), Applied Mathematics, Artificial Intelligence, Generative AI, Data Science, Theoretical Computer Science, Data Analysis, Machine Learning Algorithms, Mathematical Theory & Analysis

    Build toward a degree

    4.4
    Rating, 4.4 out of 5 stars
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    336 reviews

    Intermediate · Specialization · 3 - 6 Months

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    The Museum of Modern Art

    Fashion as Design: Expression and Community

    Skills you'll gain: Culture, Aesthetics, Community Development, Cultural Diversity, Performing Arts, Creativity, Liberal Arts, Non-Verbal Communication, Art History, Trend Analysis, Photography

    Beginner · Course · 1 - 4 Weeks

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    EDUCBA

    Analyze and Apply Foreign Exchange Market Concepts

    Skills you'll gain: Financial Trading, Market Trend

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    Video Content Creation in Canva

    Skills you'll gain: Video Editing, Canva (Software), Video Production, Marketing Materials, Content Creation, Digital Content, Animations, Multimedia, Storytelling, Typography, Branding, Data Import/Export, Drive Engagement

    Beginner · Course · 1 - 4 Weeks

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    LearnQuest

    Advancing Sales Team Impact

    Skills you'll gain: Customer Engagement, Sales Training, Employee Retention, Sales Enablement, Sales Management, Innovation, Sales Strategy, Sales, Sales Development, Sales Territory Management, Stress Management, Team Building, Professional Networking, Technical Sales, Growth Strategies, Market Opportunities, Continuous Improvement Process, Constructive Feedback, Personalized Service, Resilience

    Beginner · Course · 1 - 4 Weeks

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    Logical Operations

    HTML5: Content Authoring with New and Advanced Features

    Skills you'll gain: Web Content Accessibility Guidelines, HTML and CSS, Cascading Style Sheets (CSS), Responsive Web Design, Browser Compatibility, Hypertext Markup Language (HTML), Web Content, Web Design and Development, Animations, Front-End Web Development, Web Applications, Web Development, Web Design, Typography, Javascript, Software Design, Software Development

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
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    Columbia University

    Financial Engineering and Risk Management

    Skills you'll gain: Portfolio Management, Derivatives, Financial Market, Securities (Finance), Investment Management, Portfolio Risk, Asset Management, Credit Risk, Mortgage Loans, Mathematical Modeling, Applied Mathematics, Capital Markets, Financial Modeling, Risk Modeling, Regression Analysis, Market Liquidity, Futures Exchange, Risk Management, Equities, Actuarial Science

    4.6
    Rating, 4.6 out of 5 stars
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    410 reviews

    Intermediate · Specialization · 3 - 6 Months

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    Rice University

    Engineering Project Management: Initiating and Planning

    Skills you'll gain: Communication Planning, Stakeholder Management, Organizational Structure, Project Documentation, Project Management, Project Management Life Cycle, Stakeholder Analysis, Project Scoping, Planning, Project Planning, Requirements Management, Financial Analysis, Business Analysis, Case Studies, Peer Review

    4.7
    Rating, 4.7 out of 5 stars
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    3.5K reviews

    Beginner · Course · 1 - 3 Months

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    EDUCBA

    Master Bootstrap & Build Responsive Agency Websites

    Skills you'll gain: Bootstrap (Front-End Framework), Responsive Web Design, Web Design and Development, HTML and CSS, Web Design, UI Components

    Beginner · Course · 1 - 4 Weeks

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    EDUCBA

    Evaluate and Re-Engineer Business Strategy Effectively

    Skills you'll gain: Process Optimization, Operational Analysis, Business Process Reengineering, Process Improvement, Business Strategy, Operational Efficiency, Program Evaluation, Performance Measurement, Business Operations, Business Process, Organizational Strategy, Business Transformation, Strategic Decision-Making, Needs Assessment, Analysis, Organizational Change

    Beginner · Course · 1 - 4 Weeks

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    Packt

    Allen Bradley Micro850 PLC with IIoT

    Skills you'll gain: Programmable Logic Controllers, Simulation and Simulation Software, Industrial Engineering, Control Systems, Electronic Hardware, Data Structures, Microsoft Azure, Automation, Mobile Development Tools, Performance Tuning, Data Management, System Implementation, System Configuration, Application Programming Interface (API), Data Integration, Communication, Simulations

    Intermediate · Specialization · 3 - 6 Months

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    K

    Knowledge Accelerators

    Microsoft 365 Copilot AI: Collaboration & Team Productivity

    Skills you'll gain: Microsoft Copilot, Microsoft Teams, Microsoft 365, Collaborative Software, Team Building, Meeting Facilitation, Brainstorming, Language Interpretation, Translation, and Studies, Workflow Management, Technical Communication, Prioritization, Web Content Accessibility Guidelines, Microsoft Word, Microsoft PowerPoint, Editing, Generative AI

    Intermediate · Course · 1 - 3 Months

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

  • Foundations of Probability and Statistics: University of Colorado Boulder
  • Fashion as Design: Expression and Community: The Museum of Modern Art
  • Analyze and Apply Foreign Exchange Market Concepts: EDUCBA
  • Video Content Creation in Canva: Coursera
  • Advancing Sales Team Impact: LearnQuest
  • HTML5: Content Authoring with New and Advanced Features: Logical Operations
  • Financial Engineering and Risk Management: Columbia University
  • Engineering Project Management: Initiating and Planning: Rice University
  • Master Bootstrap & Build Responsive Agency Websites: EDUCBA
  • Evaluate and Re-Engineer Business Strategy Effectively: EDUCBA

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