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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 California, Davis

    Essential Design Principles for Tableau

    Skills you'll gain: Data Visualization, Data Visualization Software, Tableau Software, Data Presentation, Data Storytelling, Exploratory Data Analysis, Design Elements And Principles, Analysis, Color Theory, Data Analysis, Aesthetics

    4.4
    Rating, 4.4 out of 5 stars
    ·
    2K reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    I

    Infosec

    Python for Active Defense

    Skills you'll gain: Cyber Threat Hunting, Threat Detection, Endpoint Detection and Response, Cyber Security Strategy, System Monitoring, Cybersecurity, Continuous Monitoring, Network Security, Network Monitoring, Python Programming, Anomaly Detection, Scripting, Scripting Languages

    4.5
    Rating, 4.5 out of 5 stars
    ·
    83 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Michigan

    Leadership for Healthcare Professionals

    Skills you'll gain: Health Informatics, Executive Presence, Strategic Communication, Healthcare Ethics, Strategic Planning, Health Care Administration, Health Policy, Leadership, Business Planning, Patient Safety, Innovation, Healthcare Project Management, Telehealth, Design Thinking, Advocacy, Communication, Leadership and Management, Change Management, Continuous Quality Improvement (CQI), Safety Standards

    4.6
    Rating, 4.6 out of 5 stars
    ·
    18 reviews

    Beginner · Specialization · 1 - 3 Months

  • Status: New
    New
    Status: Preview
    Preview
    C

    Coursera

    Cybersecurity Fundamentals for High-Tech Manufacturing

    Skills you'll gain: Incident Response, Computer Security Incident Management, Operational Risk, Case Studies, Security Management, Risk Management, Risk Mitigation, Intellectual Property, Crisis Management, Cybersecurity, Manufacturing Operations, Security Controls, Security Strategy, Cyber Security Strategy, Cyber Attacks, Cyber Engineering, Continuous Monitoring, Compliance Reporting, Governance, Design

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    K

    KodeKloud

    Git Basics for DevOps

    Skills you'll gain: Version Control, Git (Version Control System), GitHub, Collaborative Software, Software Configuration Management, DevOps, Software Development Tools, Linux

    4.8
    Rating, 4.8 out of 5 stars
    ·
    30 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    C

    Coursera

    GenAI for PR Specialists

    Skills you'll gain: Generative AI Agents, Public Relations, Content Creation, Marketing and Public Relations, Responsible AI, AI Personalization, Corporate Communications, Productivity Software, Crisis Management, Prompt Engineering, Team Leadership, Social Media Campaigns, Media Planning

    3.9
    Rating, 3.9 out of 5 stars
    ·
    17 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Maryland, College Park

    Intellectual Property for Entrepreneurs

    Skills you'll gain: Intellectual Property, Entrepreneurship, Business Strategy, Innovation, Regulation and Legal Compliance, Legal Strategy, Legal Risk, Commercialization, Branding, Competitive Analysis

    4.8
    Rating, 4.8 out of 5 stars
    ·
    79 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    C

    Coursera

    Analyze Web Metrics for Marketing Mastery

    Skills you'll gain: Google Analytics, Web Analytics, Web Analytics and SEO, Marketing Analytics, Content Performance Analysis, Data-Driven Decision-Making, Analytics, Performance Reporting, Driving engagement, Key Performance Indicators (KPIs), Performance Metric, Customer Insights, AI Personalization, Performance Analysis

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    I

    IBM

    Collaborate Effectively for Professional Success

    Skills you'll gain: Collaboration, Teamwork, Team Building, Virtual Teams, Cross-Functional Collaboration, Team Management, Leadership, Communication, Cultural Diversity, Critical Thinking

    4.6
    Rating, 4.6 out of 5 stars
    ·
    977 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free
    Free
    T

    The Chinese University of Hong Kong

    Basic Modeling for Discrete Optimization

    Skills you'll gain: Mathematical Modeling, Problem Solving, Enterprise Modeling, Graph Theory, Decision Support Systems, Computational Thinking, Data Modeling, Model Evaluation

    4.8
    Rating, 4.8 out of 5 stars
    ·
    456 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    F

    Fred Hutchinson Cancer Center

    AI for Decision Makers

    Skills you'll gain: Responsible AI, AI Enablement, Technology Strategies, Artificial Intelligence, Business Ethics, Strategic Leadership, Artificial Intelligence and Machine Learning (AI/ML), Project Management, Legal Risk, Law, Regulation, and Compliance, Ethical Standards And Conduct, LLM Application, Decision Making, Generative AI, Needs Assessment, Mitigation

    4.7
    Rating, 4.7 out of 5 stars
    ·
    20 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Colorado System

    C# Programming for Unity Game Development

    Skills you'll gain: Object Oriented Programming (OOP), Unity Engine, Object Oriented Design, Software Design Patterns, Video Game Development, C# (Programming Language), Computer Programming, File I/O, Software Architecture, Game Design, Event-Driven Programming, Prototyping, Data Structures, Graph Theory, UI Components, Data Storage, Algorithms, Software Design, Programming Principles, Application Development

    4.6
    Rating, 4.6 out of 5 stars
    ·
    2.8K reviews

    Beginner · Specialization · 3 - 6 Months

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

  • Essential Design Principles for Tableau: University of California, Davis
  • Python for Active Defense: Infosec
  • Leadership for Healthcare Professionals: University of Michigan
  • Cybersecurity Fundamentals for High-Tech Manufacturing: Coursera
  • Git Basics for DevOps: KodeKloud
  • GenAI for PR Specialists: Coursera
  • Intellectual Property for Entrepreneurs: University of Maryland, College Park
  • Analyze Web Metrics for Marketing Mastery: Coursera
  • Collaborate Effectively for Professional Success: IBM
  • Basic Modeling for Discrete Optimization: The Chinese University of Hong Kong

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