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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

    GenAI for Fraud Analysts: Improving Detection Efficiency

    Skills you'll gain: Anomaly Detection, Fraud detection, Data Literacy, Data Visualization, Generative AI, Risk Management, Risk Mitigation, ChatGPT, Data Synthesis, Compliance Management, AI Integrations, AI Workflows, Data Pipelines, Automation, Predictive Analytics

    4.7 stars, 6 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.7 (6) · Intermediate · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • C

    Coursera

    GenAI for Dynamic Advertising and Media Buying

    Skills you'll gain: Performance marketing, Google Ads, Personalized Campaigns, Advertising Campaigns, Media Buying, Meta Ads Manager, Content Performance Analysis, Online Advertising, Advertising, Generative AI, Data Ethics, Campaign Management, Paid media, Marketing Automation, AI Personalization, Media Planning, Digital Media Strategy, Responsible AI, Automation, Analytics

    Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • S

    SkillsBooster Academy

    AI for Reporting and Presentation Design

    Skills you'll gain: Prompt Engineering, Prompt Patterns, Prompt Engineering Tools, Presentations, Microsoft PowerPoint, Data Presentation, Anthropic Claude, Google Gemini, Data Visualization, AI literacy, Microsoft Copilot, Generative AI, Performance Reporting, Business Reporting, Visual Design, Content Creation, Artificial Intelligence, Google Workspace, Creative Design, Target Audience

    Beginner · Course · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • U

    University of Michigan

    GenAI in Business: Strategies for Successful Execution

    Skills you'll gain: Generative AI, AI Product Strategy, AI Enablement, Customer experience strategy (CX), Communication Planning, Innovation, Performance Analysis, Performance Measurement, Project Risk Management, Project Performance, Solution Design, Performance Metric, Risk Management, Experience Design, Risk Management Framework, Communication Strategies, Stakeholder Communications, Process Design, Internal Communications, Business Strategy

    4.9 stars, 42 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.9 (42) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • S

    SkillUp

    Introduction to GenAI for Business Process Automation

    Skills you'll gain: Prompt Engineering, Business Workflow Analysis, Prompt Engineering Tools, Generative AI Agents, AI Workflows, Business Process Automation, Generative AI, AI Enablement, Process Optimization, No-Code Development, AI Integrations

    4.4 stars, 19 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.4 (19) · Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • L

    LearnKartS

    Vibe Coding for Product Managers

    Skills you'll gain: Claude Code, Vibe coding, Full-Stack Web Development, Anthropic Claude, No-Code Development, Application Development, Web Development Tools, Frontend Integration, Web Applications, Cloud Applications, JavaScript Frameworks, Mobile Development Tools, Development Environment, Application Deployment, Cloud Deployment, ChatGPT, React.js, Debugging, Prompt Engineering, Artificial Intelligence

    Beginner · Course · 1 - 4 Weeks

    Category: New
    New
    Category: Preview
    Preview
  • U

    University of Colorado Boulder

    Whole Class with PhET for STEM Education

    Skills you'll gain: Mathematics Education, Education Software and Technology, Instructional Strategies, Teaching, Digital pedagogy, Curriculum Planning, Simulations, Simulation and Simulation Software, Design Strategies, Interactive Design, Display Devices

    4.9 stars, 24 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.9 (24) · Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • C

    Coursera

    RStudio for Six Sigma - Hypothesis Testing

    Skills you'll gain: Statistical Hypothesis Testing, Logistic Regression, Lean Six Sigma, Correlation Analysis, Six Sigma Methodology, R (Software), R Programming, Statistical Programming, Statistical Analysis, Test Tools, Statistical Methods, Statistical Software, Regression Analysis, Probability & Statistics, Data Literacy, Data Science

    4.6 stars, 14 reviews, Intermediate, Guided Project, Less Than 2 Hours

    ★ 4.6 (14) · Intermediate · Guided Project · Less Than 2 Hours

  • C

    Coursera

    GenAI for Data Analysis : OpenAI Assistant API

    Skills you'll gain: OpenAI API, Prompt Engineering, Generative AI Agents, Data Analysis, Generative AI, Data Presentation, OpenAI, Data Visualization Software, Analysis, Data Manipulation, LLM Application, Artificial Intelligence, Python Programming

    4.9 stars, 7 reviews, Intermediate, Guided Project, Less Than 2 Hours

    ★ 4.9 (7) · Intermediate · Guided Project · Less Than 2 Hours

  • A

    Amazon Web Services

    Cloud Essentials for Business Leaders - Education

    Skills you'll gain: Amazon Web Services, Cloud Computing, Cloud Services, Cloud Platforms, Cloud Solutions, Education Software and Technology, Operational Efficiency, Innovation, Digital Transformation, Business Solutions, Business Transformation

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

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

    Category: Free
    Free
  • H

    HubSpot Academy

    Sales Training: Techniques for a Human-Centric Sales Process

    Skills you'll gain: Closing (Sales), Booking (Sales), Overcoming Objections, Sales Process, Selling Techniques, Sales Prospecting, HubSpot CRM, Sales, Prospecting and Qualification, General Sales Practices, Sales Strategy, Customer Relationship Management (CRM) Software, Customer Relationship Management, Lead Generation, Negotiation, Business Writing, LinkedIn, Value Propositions, Planning

    4.7 stars, 540 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.7 (540) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • C

    Coursera

    GenAI for Financial Controllers: Boosting Budget Accuracy

    Skills you'll gain: Budget Management, Financial Data, Financial Forecasting, Management Reporting, Dashboard, Dashboard Creation, Budgeting, Predictive Modeling, Advanced Analytics, Forecasting, Power BI, Data Synthesis, Decision Intelligence, Generative AI, Tableau Software, Applied Machine Learning, Financial Modeling, Financial Analysis, Automation, Data Visualization

    Intermediate · Course · 1 - 4 Weeks

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

  • GenAI for Fraud Analysts: Improving Detection Efficiency: Coursera
  • GenAI for Dynamic Advertising and Media Buying: Coursera
  • AI for Reporting and Presentation Design: SkillsBooster Academy
  • GenAI in Business: Strategies for Successful Execution: University of Michigan
  • Introduction to GenAI for Business Process Automation: SkillUp
  • Vibe Coding for Product Managers: LearnKartS
  • Whole Class with PhET for STEM Education: University of Colorado Boulder
  • RStudio for Six Sigma - Hypothesis Testing: Coursera
  • GenAI for Data Analysis : OpenAI Assistant API: Coursera
  • Cloud Essentials for Business Leaders - Education: Amazon Web Services

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