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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 Michigan

    AI for Energy and Biomedical Applications

    Skills you'll gain: Precision Medicine, Biomedical Engineering, Energy and Utilities, Medical Imaging, Artificial Intelligence, Electric Power Systems, Bioinformatics, Deep Learning, Sustainable Technologies, Generative AI, Applied Machine Learning, Predictive Modeling, Molecular Biology, Anomaly Detection, Pharmacology

    4.3
    Rating, 4.3 out of 5 stars
    ·
    31 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    U

    University of Leeds

    Essential Skills for Your Career Development

    Skills you'll gain: Professional Networking, Communication, Lifelong Learning, Goal Setting, Constructive Feedback, Professional Development, Willingness To Learn, LinkedIn, Adaptability, Planning, Personal Development, Resilience, Social Media Content, Interviewing Skills

    4.6
    Rating, 4.6 out of 5 stars
    ·
    42 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    E

    EDUCBA

    Master AWS Lambda & API Workflows for Serverless Automation

    Skills you'll gain: API Gateway, Amazon CloudWatch, API Design, Amazon Web Services, Microservices, Event-Driven Programming

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Colorado System

    Prepare for the EMT Certification Test

    Skills you'll gain: Patient Communication, Patient Evaluation, Emergency Medical Services, Patient Education And Counseling, Basic Patient Care, Care Management, Clinical Assessment, Triage, Emergency Response

    4.6
    Rating, 4.6 out of 5 stars
    ·
    128 reviews

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Use Basecamp for Project Management

    Skills you'll gain: Collaborative Software, Organizational Skills, Document Management, Project Management Software, Project Coordination, Telecommuting, Project Management, Productivity Software, Internal Communications, File Management, User Accounts, Information Privacy, Account Management

    4.6
    Rating, 4.6 out of 5 stars
    ·
    16 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • Status: Free
    Free
    C

    Coursera

    GenAI For Business Analysis: Fine-Tuning LLMs

    Skills you'll gain: Model Evaluation, OpenAI API, Data Preprocessing, OpenAI, Large Language Modeling, Real Time Data, Data Manipulation, Generative AI, Python Programming, Unstructured Data, Performance Metric, Machine Learning, JSON

    4.4
    Rating, 4.4 out of 5 stars
    ·
    11 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • Status: Preview
    Preview
    U

    University of Geneva

    Ecosystem Services: a Method for Sustainable Development

    Skills you'll gain: Sustainable Development, Environment, Environmental Resource Management, Stakeholder Engagement, Water Sustainability, Natural Resource Management, Environmental Science, Environmental Policy, Geographic Information Systems, Case Studies, Economics, Governance

    4.7
    Rating, 4.7 out of 5 stars
    ·
    739 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    D

    Duke University

    Christian Virtues for Spiritual Growth

    4.7
    Rating, 4.7 out of 5 stars
    ·
    20 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Excel/VBA for Creative Problem Solving, Part 1

    Skills you'll gain: Excel Macros, Debugging, Numerical Analysis, Visual Basic (Programming Language), Programming Principles, Data Analysis Expressions (DAX), Automation, Problem Solving, Spreadsheet Software, Computer Programming, Mathematical Modeling, Algorithms, Data Validation

    4.8
    Rating, 4.8 out of 5 stars
    ·
    4.3K reviews

    Beginner · Course · 1 - 3 Months

  • 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), Object Oriented Design, Debugging, Computer Programming, Event-Driven Programming, Video Game Development, Unity Engine, Data Structures, C# (Programming Language), Data Storage, 3D Assets, Development Environment, Game Design, Software Documentation, Software Design Patterns, User Interface (UI), Programming Principles

    4.5
    Rating, 4.5 out of 5 stars
    ·
    212 reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Unsupervised Text Classification for Marketing Analytics

    Skills you'll gain: Unsupervised Learning, Unstructured Data, Applied Machine Learning, Marketing Analytics, Text Mining, Deep Learning, Model Evaluation, Machine Learning, JSON, Data Processing, Natural Language Processing, Data Preprocessing, Exploratory Data Analysis, Data Visualization, Python Programming

    Build toward a degree

    Intermediate · Course · 1 - 3 Months

  • Status: Preview
    Preview
    C

    Coursera

    GenAI for Business Intelligence Analysts

    Skills you'll gain: Business Intelligence, Generative AI, Business Analytics, Responsible AI, Business Process Automation, Data-Driven Decision-Making, Data Ethics, Data Storytelling, Exploratory Data Analysis, Data Governance, Project Implementation

    4.6
    Rating, 4.6 out of 5 stars
    ·
    10 reviews

    Intermediate · Course · 1 - 4 Weeks

Searches related to math for machine learning

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

  • AI for Energy and Biomedical Applications: University of Michigan
  • Essential Skills for Your Career Development: University of Leeds
  • Master AWS Lambda & API Workflows for Serverless Automation: EDUCBA
  • Prepare for the EMT Certification Test: University of Colorado System
  • Use Basecamp for Project Management: Coursera
  • GenAI For Business Analysis: Fine-Tuning LLMs: Coursera
  • Ecosystem Services: a Method for Sustainable Development: University of Geneva
  • Christian Virtues for Spiritual Growth: Duke University
  • Excel/VBA for Creative Problem Solving, Part 1: University of Colorado Boulder
  • C++ Programming for Unreal Game Development: University of Colorado System

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