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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 Illinois Urbana-Champaign

    Sustainable Innovation for Subsistence Marketplaces

    Skills you'll gain: Environmental Issue, Solution Design, Sustainable Development, Design Thinking, Business Planning, Human Centered Design, Sustainable Business, Innovation, Entrepreneurship, Economic Development, Needs Assessment, Business Development, Consumer Behaviour, Market Analysis, Market Research, Market Dynamics, Cultural Sensitivity

    ★ 4.1 (125) · Beginner · Course · 1 - 4 Weeks

  • J

    Johns Hopkins University

    Statistical Methods for Computer Science

    Skills you'll gain: Network Analysis, R Programming, Statistical Analysis, Regression Analysis, Statistical Modeling, Statistical Methods, Combinatorics, Bayesian Network, Applied Machine Learning, Statistical Hypothesis Testing, Statistical Programming, Data Analysis, R (Software), Probability, Probability Distribution, Probability & Statistics, Bayesian Statistics, Social Network Analysis, Simulations, Statistical Software

    Intermediate · Specialization · 3 - 6 Months

  • S

    Skillshare

    Create Effects for Tiktok: Effect House for Beginners

    Skills you'll gain: Augmented Reality, TikTok, Animations, Scripting, Debugging, No-Code Development, Interaction Design, Digital Publishing, Computational Logic

    Intermediate · Course · 1 - 4 Weeks

  • U

    University of Pennsylvania

    Global Trends for Business and Society

    Skills you'll gain: Demography, Market Trend, Trend Analysis, International Relations, International Finance, Socioeconomics, Social Sciences, Economics, Policy, and Social Studies, Cultural Diversity, Political Sciences, Financial Systems, World History, Business Acumen, Economic Development, Economics, Business Economics, Consumer Behaviour, Financial Policy, Public Safety and National Security, Governance

    ★ 4.8 (925) · Mixed · Course · 1 - 4 Weeks

  • T

    Technion - Israel Institute of Technology

    Medical Cannabis for Pain Control

    Skills you'll gain: Pain Management, Psychiatry, Patient Safety, Physiology, Pharmaceuticals, Substance Abuse, Pharmacology, Maternal Health, Pharmacotherapy, Ancient History, Oncology, Mental Health Diseases and Disorders, Law, Regulation, and Compliance, Biology, World History, Biochemistry

    ★ 4.3 (149) · Beginner · Course · 1 - 3 Months

  • C

    Creo Incubator

    Effective Communication for Leaders

    Skills you'll gain: Active Listening, Non-Verbal Communication, Intercultural Competence, Constructive Feedback, Communication Strategies, Communication, Interpersonal Communications, Verbal Communication Skills, Business Communication, Tactfulness, Discussion Facilitation, Cultural Responsiveness, Cultural Sensitivity, Leadership, Leadership Development, Empathy, Concision, Adaptability

    Beginner · Course · 1 - 4 Weeks

  • G

    Google

    Put It to Work: Prepare for Cybersecurity Jobs

    Skills you'll gain: Incident Response, Computer Security Incident Management, Incident Management, Cybersecurity, Cyber Threat Intelligence, Security Management, Security Awareness, Data Ethics, Data Security, Technical Communication, AI Workflows, Artificial Intelligence, Generative AI

    ★ 4.8 (6.3K) · Beginner · Course · 1 - 3 Months

  • P

    Packt

    Node.js for Beginners

    Skills you'll gain: Node.JS, Open Web Application Security Project (OWASP), Application Deployment, JavaScript Frameworks, Web Frameworks, Test Driven Development (TDD), Cloud Deployment, Continuous Deployment, Authentications, Web Development, Development Testing, Jest (JavaScript Testing Framework), Full-Stack Web Development, Web Applications, Application Security, Javascript, CI/CD, Web Development Tools, Back-End Web Development, Front-End Web Development

    Beginner · Course · 3 - 6 Months

  • G

    Google Cloud

    Google Cloud Infrastructure for Azure Professionals

    Skills you'll gain: Identity and Access Management, Kubernetes, Google Cloud Platform, Virtual Machines, Cloud Applications, Cloud Development, Microsoft Azure, Load Balancing, Cloud Engineering, Cloud-Native Computing, Cloud Computing Architecture, Azure Active Directory, Virtualization and Virtual Machines, Cloud Storage, Public Cloud, Cloud Platforms, Multi-Cloud, Cloud Infrastructure, Infrastructure As A Service (IaaS), Cloud Management

    ★ 4.6 (248) · Intermediate · Specialization · 1 - 3 Months

  • P

    Packt

    Finance for Non-Finance

    Skills you'll gain: Financial Statements, Working Capital, Financial Forecasting, Budget Management, Cost Management, Variance Analysis, Financial Statement Analysis, Budgeting, Cost Control, Financial Data, Cash Management, Income Statement, Forecasting, Financial Acumen, Cash Flows, Cash Flow Forecasting, Capital Expenditure, Balance Sheet, Financial Analysis, Profit and Loss (P&L) Management

    ★ 3.8 (6) · Beginner · Course · 1 - 4 Weeks

  • E

    EDUCBA

    Python for Data Science: Real Projects & Analytics

    Skills you'll gain: Descriptive Statistics, Model Evaluation, Feature Engineering, Probability & Statistics, Supervised Learning, Statistical Hypothesis Testing, Exploratory Data Analysis, Box Plots, Regression Analysis, Statistics, Predictive Modeling, Time Series Analysis and Forecasting, Data Science, Statistical Programming, Histogram, Statistical Analysis, Database Application, Database Software, Integrated Development Environments, Python Programming

    ★ 4.6 (34) · Beginner · Specialization · 3 - 6 Months

  • S

    Starweaver

    AI Agents for Cybersecurity

    Skills you'll gain: Responsible AI, AI Security, LLM Application, AI Integrations, Threat Detection, Cyber Threat Intelligence, Cyber Threat Hunting, Generative AI Agents, Agentic Workflows, Agentic systems, Incident Response, Cyber Governance, Cyber Operations, AI Workflows, AI Orchestration, Risking, Cybersecurity, Cyber Security Assessment, Risk Mitigation, Technology Strategies

    Intermediate · Course · 1 - 3 Months

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

  • Sustainable Innovation for Subsistence Marketplaces: University of Illinois Urbana-Champaign
  • Statistical Methods for Computer Science: Johns Hopkins University
  • Create Effects for Tiktok: Effect House for Beginners: Skillshare
  • Global Trends for Business and Society: University of Pennsylvania
  • Medical Cannabis for Pain Control : Technion - Israel Institute of Technology
  • Effective Communication for Leaders: Creo Incubator
  • Put It to Work: Prepare for Cybersecurity Jobs: Google
  • Node.js for Beginners: Packt
  • Google Cloud Infrastructure for Azure Professionals: Google Cloud
  • Finance for Non-Finance: Packt

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