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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


  • D

    Duke University

    MySQL-for-Data-Engineering

    Skills you'll gain: MySQL, Bash (Scripting Language), Scripting, Database Management, Relational Databases, Shell Script, Database Administration, Command-Line Interface, Operational Databases, SQL, Databases, Data Import/Export, Database Application, Data Pipelines, Data Manipulation, Python Programming, Data Processing, Linux

    ★ 4.2 (13) · Beginner · Guided Project · Less Than 2 Hours

  • R

    Rice University

    Spanish for Successful Communication in Healthcare Settings

    Skills you'll gain: Patient Communication, Spanish Language, Bilingual (Spanish/English), Patient Education and Support, Patient-centered Care, Medical Terminology, Language Competency, Cultural Diversity, Vocabulary, Oral Comprehension, Diagnostic Tests, Language Learning, Pharmaceutical Terminology, Grammar

    ★ 4.7 (339) · Intermediate · Course · 1 - 3 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

  • Y

    Yonsei University

    Valuation and Financial Analysis For Startups

    Skills you'll gain: Capital Budgeting, Financial Statements, Financial Statement Analysis, Business Valuation, Financial Analysis, Cash Flow Forecasting, Strategic Decision-Making, Financial Modeling, Income Statement, Return On Investment, Entrepreneurial Finance, Financial Forecasting, Cash Flows, Balance Sheet, Financial Data, Excel Formulas, Microsoft Excel, Case Studies, Forecasting, Finance

    ★ 4.4 (512) · 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 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

  • U

    University of Maryland, College Park

    Framework for Data Collection and Analysis

    Skills you'll gain: Surveys, Data Collection, Survey Creation, Research Design, Data Quality, Data Analysis, Analysis, Sampling (Statistics), Big Data

    ★ 4.2 (775) · Intermediate · Course · 1 - 4 Weeks

  • A

    AI CERTs

    AI for Game Design Agent

    Skills you'll gain: Game Design, Artificial Intelligence and Machine Learning (AI/ML), Generative AI Agents, Video Game Development, Animation and Game Design, Agentic systems, Artificial Intelligence, Machine Learning Methods, Generative AI, Game Theory, Deep Learning, Design, Design and Product

    Intermediate · Course · 1 - 3 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

  • R

    Rice University

    Interpersonal Communication for Engineering Leaders

    Skills you'll gain: Executive Presence, Business Communication, Corporate Communications, Strategic Communication, Crisis Management, Interpersonal Communications, Public Relations, Communication, Meeting Facilitation, Intercultural Competence, Professional Development, Stakeholder Communications, Discussion Facilitation, Teamwork, Drive Engagement, Cultural Diversity, Leadership, Communication Strategies, Conflict Management, Verbal Communication Skills

    ★ 4.6 (223) · Mixed · Course · 1 - 3 Months

  • P

    Packt

    Advanced Strategy and Automation for Trading Bots

    Skills you'll gain: Technical Analysis, Financial Trading, Regression Analysis, Business Process Automation, Trend Analysis, Market Data, Predictive Modeling, Market Trend, Advanced Analytics, Securities Trading, Computational Logic, Automation, Data-Driven Decision-Making, Market Dynamics, Decision Intelligence, Financial Market, Workflow Management, Back-End Web Development, Data Visualization, Algorithms

    Advanced · Course · 1 - 3 Months

  • 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

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

  • MySQL-for-Data-Engineering: Duke University
  • Spanish for Successful Communication in Healthcare Settings: Rice University
  • GenAI for Fraud Detection and Compliance: Coursera
  • Valuation and Financial Analysis For Startups: Yonsei University
  • Wind resources for renewable energies: École Polytechnique
  • Global Trends for Business and Society: University of Pennsylvania
  • Framework for Data Collection and Analysis: University of Maryland, College Park
  • AI for Game Design Agent: AI CERTs
  • Create Effects for Tiktok: Effect House for Beginners: Skillshare
  • Interpersonal Communication for Engineering Leaders: Rice University

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