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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


  • P

    Packt

    Statistics & Mathematics for Data Science & Data Analytics

    Skills you'll gain: Probability & Statistics, Statistics, Data Analysis, Statistical Analysis, Regression Analysis, Statistical Methods, Probability, Data Science, Statistical Modeling, Data-Driven Decision-Making, Bayesian Statistics, Classification And Regression Tree (CART), Statistical Machine Learning, Statistical Inference, Probability Distribution, Predictive Analytics, Applied Machine Learning, Correlation Analysis, Predictive Modeling, Data Preprocessing

    4.8 stars, 11 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.8 (11) · Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • C

    Creo Incubator

    Critical Thinking for Decision Making

    Skills you'll gain: Critical Thinking, Critical Thinking and Problem Solving, Analytical Skills, Analysis, Problem Solving, Decision Making, Habit Formation, Curiosity, Complex Problem Solving, Open Mindset, Gap Analysis

    Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • E

    Edureka

    Generative AI for Finance and Accounting

    Skills you'll gain: Prompt Engineering, Generative AI, Responsible AI, Accounts Payable, Accounts Payable and Receivable, Prompt Engineering Tools, Data Ethics, Accounting and Finance Software, Financial Data, Make.com, Data Governance, Workflow Management, Miro AI, Financial Forecasting, Financial Management, Financial Analysis, Artificial Intelligence, No-Code Development, Budgeting, Forecasting

    3.5 stars, 13 reviews, Intermediate, Specialization, 1 - 3 Months

    ★ 3.5 (13) · Intermediate · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • P

    Packt

    Claude AI for Creatives - Learn by Building Projects

    Skills you'll gain: Anthropic Claude, Claude Code, Visual Storytelling, AI powered creativity, Prompt Patterns, Prompt Engineering, Game Design, Work Breakdown Structure, Storytelling, Procedure Development, AI Workflows, Project Scoping, Ideation, Generative AI, Design Research, LLM Application, Brainstorming, Creativity, Project Documentation, Content Creation

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
  • J

    John Wiley & Sons

    Project Management For Dummies

    Skills you'll gain: Project Closure, Earned Value Management, Project Planning, Stakeholder Engagement, Agile Project Management, Project Controls, Work Breakdown Structure, Stakeholder Management, Project Risk Management, Project Management, Project Performance, Project Coordination, Project Management Life Cycle, Business Planning, Cost Estimation, Project Scoping, Budget Management, Risk Management, Resource Management, Scheduling

    Beginner · Specialization · 3 - 6 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • Y

    Yonsei University

    Valuation for Startups Using Multiple Approach

    Skills you'll gain: Financial Statements, Financial Statement Analysis, Business Valuation, Income Statement, Entrepreneurial Finance, Balance Sheet, Cash Flows, Financial Analysis, Case Studies

    4.2 stars, 96 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.2 (96) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • U

    University of California, Davis

    Predictive Models for Toxic Chemical Releases

    Skills you'll gain: Chemical Engineering, Hazard Analysis, Safety Assurance, Process Engineering, Engineering Analysis, Environmental Engineering, Predictive Modeling, Engineering Calculations, Mathematical Modeling, Estimation, Mechanics, Applied Mathematics

    4.6 stars, 64 reviews, Mixed, Course, 1 - 4 Weeks

    ★ 4.6 (64) · Mixed · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • H

    Howard University

    Introduction to Information Systems for Business

    Skills you'll gain: Design Thinking, Business Software, Information Systems, Cloud Computing, Cloud Solutions, Cloud Technologies, Solution Design, Customer Analysis, Enterprise Application Management, Cloud Deployment, Cloud Security, Virtualization, Cloud Platforms, Digital Transformation, Management Information Systems, Business Solutions, Information Technology, Process Design, Cybersecurity, Data Management

    4.7 stars, 87 reviews, Intermediate, Specialization, 1 - 3 Months

    ★ 4.7 (87) · Intermediate · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • E

    EDUCBA

    Apply Python Programming Fundamentals for Beginners

    Skills you'll gain: Computational Thinking, Programming Principles, Functional Design, Python Programming, Software Installation, Program Development, Algorithms, Computational Logic, Scripting, Code Reusability, Computer Programming, Development Environment

    Mixed · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • B

    Board Infinity

    AI & Automation for Supply Chain Resilience

    Skills you'll gain: Transportation, Supply Chain, and Logistics, Inventory and Warehousing, Supplier Risk Management, Supply Chain Systems, Supply Chain Management, Supply Chain, Business Continuity, Supply Chain Planning, Inventory Management System, Responsible AI, Forecasting, AI Enablement, Predictive Analytics, Logistics, Data Ethics, Automation, AI Integrations, Logistics Management, Risk Mitigation, Artificial Intelligence and Machine Learning (AI/ML)

    Beginner · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • E

    Edureka

    Secure Coding for Application Development

    Skills you'll gain: Open Web Application Security Project (OWASP), SonarQube, Threat Modeling, Secure Coding, Application Security, Security Testing, DevSecOps, Code Review, Maintainability, Vulnerability Scanning, Software Quality (SQA/SQC), Risk Mitigation, Software Quality Assurance, MITRE ATT&CK Framework, Vulnerability Assessments, Cyber Security Assessment, Software Technical Review, Continuous Integration, Vulnerability Management, Cyber Attacks

    Intermediate · Specialization · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • D

    Duke University

    ESG Value Creation for Business Impact

    Skills you'll gain: Environmental Social And Corporate Governance (ESG), Sustainable Business, Corporate Sustainability, Business Ethics, Sustainable Development, Governance, Social Impact, Advocacy, Diversity Equity and Inclusion Initiatives, Environmental Resource Management, Social Justice, Ethical Standards And Conduct, Community and Social Work, Climate Change Adaptation

    4.7 stars, 54 reviews, Beginner, Course, 1 - 4 Weeks

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

    Status: Free trial
    Free trial
1…193194195…834

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

  • Statistics & Mathematics for Data Science & Data Analytics: Packt
  • Critical Thinking for Decision Making: Creo Incubator
  • Generative AI for Finance and Accounting: Edureka
  • Claude AI for Creatives - Learn by Building Projects: Packt
  • Project Management For Dummies: John Wiley & Sons
  • Valuation for Startups Using Multiple Approach: Yonsei University
  • Predictive Models for Toxic Chemical Releases: University of California, Davis
  • Introduction to Information Systems for Business: Howard University
  • Apply Python Programming Fundamentals for Beginners: EDUCBA
  • AI & Automation for Supply Chain Resilience: Board Infinity

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