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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


  • U

    University of Colorado Boulder

    Product Development for Technical Managers

    Skills you'll gain: New Product Development, Product Development, Product Strategy, Product Design, Design Thinking, Product Planning, Innovation, Persona Development, Product Management, Team Management, Conceptual Design, Prototyping, Team Performance Management, Market Research, Sustainable Business, Design and Product, Project Portfolio Management, Agile Product Development, Marketing, Product Marketing

    ★ 4.9 (38) · Beginner · Specialization · 3 - 6 Months

  • É

    École Polytechnique

    Wind resources for renewable energies

    Skills you'll gain: Energy and Utilities, Hydraulics, Physical Science, Estimation, Mechanical Engineering, Mathematical Modeling, Engineering Analysis, Mechanics

    ★ 3.6 (130) · Intermediate · Course · 1 - 3 Months

  • U

    University of Michigan

    Data Science for Health Research

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

    ★ 4.9 (14) · Beginner · Specialization · 1 - 3 Months

  • C

    Coursera

    GenAI for Sales Analytics

    Skills you'll gain: Sales Strategy, Customer Analysis, AI Personalization, Sales, Personalized Campaigns, Generative AI, Customer Insights, Forecasting, Personalized Service, Data-Driven Decision-Making, Revenue Forecasting, Analytics, AI Integrations

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    GenAI for Performance Management

    Skills you'll gain: Team Performance Management, Performance Management, Smart Goals, Employee Performance Management, Performance Review, Management Training And Development, Performance Appraisal, People Development, Goal Setting, Performance Analysis, Performance Measurement, AI Personalization, HR Tech, Workforce Development, Employee Engagement, Constructive Feedback, Driving engagement, Key Performance Indicators (KPIs), Coaching, Analytics

    ★ 4 (10) · Intermediate · Course · 1 - 4 Weeks

  • U

    University of Colorado Boulder

    Python Packages for Data Science

    Skills you'll gain: Matplotlib, Seaborn, Plot (Graphics), Pandas (Python Package), NumPy, Data Visualization Software, Data Visualization, Data Manipulation, Statistical Visualization, Data Wrangling, Data Science, Data Processing, Package and Software Management, Python Programming, Data Structures

    ★ 4.6 (79) · Intermediate · Course · 1 - 4 Weeks

  • M

    Macquarie University

    Strategising: Management for Global Competitive Advantage

    Skills you'll gain: Business Strategy, Design Thinking, Supply Chain, Strategic Thinking, Business Strategies, Supply Chain Planning, Business Ethics, Supply Chain Management, Corporate Sustainability, Sustainable Business, Customer Analysis, Emerging Technologies, Organizational Strategy, Strategic Marketing, Growth Strategies, Strategic Sourcing, Corporate Strategy, Environmental Social And Corporate Governance (ESG), Digital Transformation, Innovation

    ★ 4.8 (1.5K) · Beginner · Specialization · 3 - 6 Months

  • C

    Coursera

    Market Research Foundations for Strategy and Growth

    Skills you'll gain: Market Research, Business Research, Marketing Strategies, Market Analysis, Marketing Planning, Business Planning, Strategic Marketing, Research Reports, Business Analysis, Research Methodologies, Business Strategies, Business Strategy, Strategic Planning, Smart Goals, Growth Strategies, Project Design, Return On Investment, Interviewing Skills, Key Performance Indicators (KPIs), Report Writing

    Beginner · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Google Workspace with Gemini

    Skills you'll gain: Google Gemini, Storytelling, Gemini, Video Production, Email Automation, Photo/Video Production and Technology, Google Docs, Google Workspace, Video Editing, Visual Storytelling, Responsible AI, Proofreading, Prompt Engineering, Productivity Software, Gmail, Generative AI, Writing, Collaboration, Project Management, Business Communication

    ★ 4.5 (371) · Beginner · Specialization · 1 - 3 Months

  • C

    Coursera

    Optimizing Models for Production

    Skills you'll gain: Model Optimization, Token Optimization, Model Deployment, Generative AI, Performance Tuning, Model Evaluation, Performance Testing, Cross Platform Development, PyTorch (Machine Learning Library), Memory Management, Development Environment, Hardware Architecture, Scalability

    Intermediate · Course · 1 - 4 Weeks

  • T

    The State University of New York

    Foundations for Assisting in Home Care

    Skills you'll gain: Developmental Disabilities, Home Health Care, Home Health Care and Assisted Living, Nutrition and Diet, Geriatrics, Cultural Diversity, Mental Health Diseases and Disorders, Caregiving, Working With Children, Meal Planning And Preparation, Cultural Sensitivity, Disabilities, Patient Communication, Gerontology, Diversity Awareness, Basic Patient Care, Mental and Behavioral Health, Pediatrics, Long Term Care, Family Support

    ★ 4.8 (676) · Mixed · Course · 3 - 6 Months

  • C

    Coursera

    GenAI for Fraud Detection and Compliance

    Skills you'll gain: Fraud detection, Generative AI, Regulatory Compliance, Generative Model Architectures, Responsible AI, Compliance Management, Governance, Business Risk Management, Risk Management Framework, Risk Management, Data Ethics, Financial Regulation, Anomaly Detection, AI Security

    ★ 4.3 (43) · Intermediate · Course · 1 - 4 Weeks

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

  • Product Development for Technical Managers: University of Colorado Boulder
  • Wind resources for renewable energies: École Polytechnique
  • Data Science for Health Research: University of Michigan
  • GenAI for Sales Analytics: Coursera
  • GenAI for Performance Management : Coursera
  • Python Packages for Data Science: University of Colorado Boulder
  • Strategising: Management for Global Competitive Advantage: Macquarie University
  • Market Research Foundations for Strategy and Growth: Coursera
  • Google Workspace with Gemini: Google Cloud
  • Optimizing Models for Production: Coursera

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