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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


  • C

    Coursera

    Annotate and Analyze Objects for Vision

    Skills you'll gain: Image Analysis, Model Training, Data Cleansing, Model Optimization, Quality Assurance, Fine-tuning, Quality Assessment, Packaging and Labeling, Verification And Validation, Unsupervised Learning, Data Integrity, AI Workflows, Data Pipelines

    Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    University of Michigan

    AI for Lawyers: Time and Tasks

    Skills you'll gain: Responsible AI, Delegation Skills, Time Management, AI literacy, Legal Technology, Artificial Intelligence, Generative AI, Ethical Standards And Conduct, Automation, Decision Making, Creativity

    Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    University of California San Diego

    A New Communication Framework for Healthcare

    Skills you'll gain: Patient Communication, Compassion, Patient-centered Care, Patient Advocacy, Empathy, Dignity in Care, Interpersonal Communications, Active Listening, Communication Strategies, Verbal Communication Skills, Communication, Emotional Intelligence, Self-Awareness

    5 stars, 6 reviews, Beginner, Course, 1 - 3 Months

    ★ 5 (6) · Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
  • S

    SkillsBooster Academy

    Claude AI in Excel for Business Professionals

    Skills you'll gain: Anthropic Claude, Data Storytelling, Data Presentation, Financial Modeling, AI Enablement, Interactive Data Visualization, Business Modeling, AI Orchestration, Decision Intelligence, Microsoft Excel, Data Manipulation, Excel Formulas, AI Workflows, Artificial Intelligence, Generative AI, Business, Prompt Engineering, Microsoft Office, Interactive Learning, Data Management

    5 stars, 6 reviews, Beginner, Course, 1 - 3 Months

    ★ 5 (6) · Beginner · Course · 1 - 3 Months

    Category: New
    New
    Category: Preview
    Preview
  • C

    Coursera

    Apply Market-Scan for Top Suppliers

    Skills you'll gain: Strategic Sourcing, Supplier Risk Management, Supplier Management, Procurement, Vendor Management, Supplier Relationship Management, Project Scoping, Supply Management, Keyword Research, Market Analysis, Market Intelligence, Market Research, Market Data, Scope Management, Business Research, Report Writing, Data Collection, Project Documentation

    3.6 stars, 7 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 3.6 (7) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    University of Colorado Boulder

    Fundamentals of Software Architecture for Big Data

    Skills you'll gain: Service Level, Software Engineering, Software Architecture, Distributed Computing, Data Architecture, Microservices, Software Development, Transaction Processing, Software Design, Test Driven Development (TDD), Blockchain, Big Data, Data Structures, System Monitoring, Databases

    3.5 stars, 92 reviews, Advanced, Course, 1 - 4 Weeks

    ★ 3.5 (92) · Advanced · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
    Category: Build toward a degree
    Build toward a degree
  • U

    University of California, Davis

    Digital Thinking: Frameworks For Our Digital Reality

    Skills you'll gain: Digital Transformation, Machine Learning, digital literacy, AI literacy, Responsible AI, Digital Analysis, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), Emerging Technologies, Ethical Standards And Conduct, Social Impact, Blockchain, Algorithms, Innovation

    4.7 stars, 15 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.7 (15) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • C

    Coursera

    Creating Infographics with GenAI for Marketing

    Skills you'll gain: Infographics, Data Visualization, Target Audience, AI powered creativity, Data Storytelling, Design Elements And Principles, Content Creation, Process Mapping, Communication, ChatGPT, Prompt Engineering

    4.5 stars, 24 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.5 (24) · Intermediate · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • B

    Ball State University

    Statistical Methods for Data Science

    Skills you'll gain: Statistical Methods, Probability & Statistics, Probability, Statistical Modeling, Statistical Programming, Statistical Analysis, Probability Distribution, Statistical Inference, Bayesian Statistics, Data Science, Sampling (Statistics), Statistical Hypothesis Testing, R Programming, Dimensionality Reduction, R (Software), Simulations, Statistical Visualization

    Intermediate · Course · 1 - 3 Months

    Category: Preview
    Preview
    Category: Build toward a degree
    Build toward a degree
  • E

    EDUCBA

    Risk Monitoring and Reporting for Projects

    Skills you'll gain: Enterprise Risk Management (ERM), Project Risk Management, Risk Management, Project Performance, Business Risk Management, Project Controls, Risk Management Framework, Risk Control, Continuous Monitoring, Governance Risk Management and Compliance, Management Reporting, Performance Reporting, Risk Analysis, Project Management Institute (PMI) Methodology, Risk Mitigation, Performance Measurement, Performance Metric, Communication Planning, Project Management, Trend Analysis

    Mixed · Course · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • P

    Packt

    MongoDB Tutorial for Beginners (2024)

    Skills you'll gain: Query Languages, MySQL, Database Systems, SQL, Database Software, Databases, Data Store, Performance Tuning, Software Installation, Document Management, Data Management, Microsoft Windows, System Configuration

    Beginner · Course · 1 - 3 Months

  • E

    EDUCBA

    HR Budgeting and Compensation for Startups

    Skills you'll gain: Compensation Strategy, Training Programs, Compensation Management, Employee Training, Workforce Development, Compensation Analysis, Training and Development, Compensation and Benefits, Expense Management, Budget Management, Employee Performance Management, Cost Management, Workforce Planning, People Development, Budgeting, Program Evaluation, Workforce Management, Cost Control, Payroll Administration, Human Resources Information System (HRIS)

    Mixed · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
1…218219220…834

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

  • Annotate and Analyze Objects for Vision: Coursera
  • AI for Lawyers: Time and Tasks: University of Michigan
  • A New Communication Framework for Healthcare: University of California San Diego
  • Claude AI in Excel for Business Professionals: SkillsBooster Academy
  • Apply Market-Scan for Top Suppliers: Coursera
  • Fundamentals of Software Architecture for Big Data: University of Colorado Boulder
  • Digital Thinking: Frameworks For Our Digital Reality: University of California, Davis
  • Creating Infographics with GenAI for Marketing: Coursera
  • Statistical Methods for Data Science: Ball State University
  • Risk Monitoring and Reporting for Projects: EDUCBA

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