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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


  • Status: Free Trial
    Free Trial
    U

    University of Michigan

    Data Science for Health Research

    Skills you'll gain: R (Software), Model Evaluation, Statistical Modeling, Statistics, Data Visualization, Data Wrangling, Data Manipulation, Correlation Analysis, Histogram, Data Analysis, Statistical Analysis, Biostatistics, Statistical Hypothesis Testing, Scripting, Package and Software Management, Data Import/Export

    4.9
    Rating, 4.9 out of 5 stars
    ·
    12 reviews

    Beginner · Specialization · 1 - 3 Months

  • Status: Free Trial
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    M

    Microsoft

    Blazor for Front-End Development

    Skills you'll gain: Microsoft Copilot, User Interface and User Experience (UI/UX) Design, UI Components, Microsoft Development Tools, Performance Tuning, Front-End Web Development, Event-Driven Programming, Web Applications, Data Management, Server Side, Debugging

    4.4
    Rating, 4.4 out of 5 stars
    ·
    24 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    F

    Fundação Instituto de Administração

    Communication Principles for Leaders

    Skills you'll gain: Stakeholder Communications, Corporate Communications, Business Communication, Strategic Communication, Internal Communications, Communication, Interpersonal Communications, Public Relations, Leadership, Media Relations, Brand Management, Employee Engagement

    Beginner · Course · 1 - 3 Months

  • Status: New
    New
    P

    Packt

    Body Language Non-Verbal Communication for Leaders

    Skills you'll gain: Business Communication, Persuasive Communication, Influencing, Professionalism, Communication Strategies, Adaptability

    Intermediate · Course · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    N

    Niel Asher Education

    Sports Nutrition Principles for Performance and Recovery

    Skills you'll gain: Sports Medicine, Nutrition and Diet, Nutrition Care Plans, Nutritional Assessment, Athletic Training, Nutrition Education, Meal Planning And Preparation, Needs Assessment, Physical Therapy, Manual Therapy

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Requirement Specifications for Autonomous Systems

    Skills you'll gain: Computational Logic, System Requirements, Functional Requirement, Theoretical Computer Science, Systems Analysis, Verification And Validation, Control Systems, Linear Algebra, Differential Equations, Applied Mathematics

    Build toward a degree

    3.4
    Rating, 3.4 out of 5 stars
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    9 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Maryland, College Park

    Framework for Data Collection and Analysis

    Skills you'll gain: Data Collection, Survey Creation, Research Design, Data Quality, Data Analysis, Data Validation, Sampling (Statistics), Data Management, Big Data, Statistical Methods

    4.2
    Rating, 4.2 out of 5 stars
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    773 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
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    S

    SkillUp

    GenAI for Business Process Automation

    Skills you'll gain: Prompt Engineering, Business Workflow Analysis, Business Process Automation, AI Workflows, Agentic Workflows, Generative AI Agents, AI Orchestration, Automation, Model Deployment, Robotic Process Automation, AI Enablement, Performance Measurement, Generative AI, Tool Calling, No-Code Development, Responsible AI, LLM Application, Process Optimization, MLOps (Machine Learning Operations), System Monitoring

    4.7
    Rating, 4.7 out of 5 stars
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    10 reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial
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    M

    MathWorks

    Image Processing for Engineering and Science

    Skills you'll gain: Image Analysis, Image Quality, Matlab, Computer Vision, File I/O, Traffic Flow Optimization, Automation, Digital Signal Processing, Anomaly Detection, Spatial Data Analysis, Geospatial Information and Technology, Medical Imaging, Spatial Analysis, Data Preprocessing, 3D Modeling, Quantitative Research, Algorithms

    4.8
    Rating, 4.8 out of 5 stars
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    245 reviews

    Beginner · Specialization · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    C

    Coursera

    GenAI for Market Research Analysts

    Skills you'll gain: Competitive Analysis, Market Research, Market Analysis, Responsible AI, Generative AI, Customer Insights, Market Trend, Persona Development, Trend Analysis, Analytics, Data Analysis, Data-Driven Decision-Making, Business Ethics

    4.6
    Rating, 4.6 out of 5 stars
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    27 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of California, Santa Cruz

    C++ For C Programmers, Part B

    Skills you'll gain: C++ (Programming Language), Software Design Patterns, Object Oriented Programming (OOP), C (Programming Language), Debugging, Algorithms, Graph Theory, Artificial Intelligence, Data Structures, Game Design

    4.5
    Rating, 4.5 out of 5 stars
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    332 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    I

    IBM

    GenAI for Executives & Business Leaders: An Introduction

    4.6
    Rating, 4.6 out of 5 stars
    ·
    511 reviews

    Beginner · Course · 1 - 4 Weeks

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

  • Data Science for Health Research: University of Michigan
  • Blazor for Front-End Development: Microsoft
  • Communication Principles for Leaders: Fundação Instituto de Administração
  • Body Language Non-Verbal Communication for Leaders: Packt
  • Sports Nutrition Principles for Performance and Recovery: Niel Asher Education
  • Requirement Specifications for Autonomous Systems: University of Colorado Boulder
  • Framework for Data Collection and Analysis: University of Maryland, College Park
  • GenAI for Business Process Automation: SkillUp
  • Image Processing for Engineering and Science: MathWorks
  • GenAI for Market Research Analysts: Coursera

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