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  • Mathematics For Machine Learning

Mathematics for Machine Learning Courses

Mathematics for machine learning courses can help you learn linear algebra, calculus, probability, and statistics. You can build skills in optimization techniques, data analysis, and algorithm development. Many courses introduce tools like Python libraries such as NumPy and SciPy, that support implementing mathematical concepts in AI applications. You'll also explore key topics like regression analysis, dimensionality reduction, and neural networks, all of which are crucial for developing effective machine learning models.


Popular Mathematics for Machine Learning Courses and Certifications


  • M

    Microsoft

    Advanced Cybersecurity Concepts and Capstone Project

    Skills you'll gain: MITRE ATT&CK Framework, Threat Modeling, Secure Coding, Application Security, Threat Management, Cryptography, Encryption, Cyber Security Assessment, Cybersecurity, Security Strategy, Authorization (Computing), Security Controls, Internet Of Things, Identity and Access Management, Asset Management

    ★ 4.6 (98) · Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Create a Budget with Google Sheets

    Skills you'll gain: Budgeting, Data Visualization, Google Sheets, Productivity Software, Budget Management, Spreadsheet Software, Presentations, User Accounts, Data Sharing

    ★ 4.6 (333) · Beginner · Guided Project · Less Than 2 Hours

  • I

    Infosec

    Execution, persistence, privilege escalation and evasion

    Skills you'll gain: Cybersecurity, Cyber Operations, Data Persistence, Exploitation techniques, Persistence, Intrusion Detection and Prevention, Scripting, Python Programming, Scripting Languages

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

  • C

    Columbia University

    Computational Methods in Pricing and Model Calibration

    Skills you'll gain: Regression Analysis, Derivatives, Financial Market, Statistical Methods, Market Data, Financial Modeling, Securities (Finance), Mathematical Modeling, Numerical Analysis, Equities, Model Optimization, Python Programming, Algorithms, Case Studies

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

  • T

    Tecnológico de Monterrey

    Innovation and entrepreneurship

    Skills you'll gain: Design Thinking, Innovation, Business Modeling, Creative Problem-Solving, Entrepreneurship, Corporate Strategy, Ideation, Lean Methodologies, Creative Thinking, New Product Development, Open Mindset, Cognitive flexibility, Business Architecture, Creativity, Storytelling, Team Management, Business Strategies, Business Strategy, Organizational Strategy, Process Design

    ★ 4.4 (83) · Advanced · Specialization · 3 - 6 Months

  • U

    University of Minnesota

    Prototyping and Design

    Skills you'll gain: User Interface (UI), Prototyping, User Interface (UI) Design, Interactive Design, Graphic and Visual Design, Design, Interaction Design, Mockups, Design Elements And Principles, Layout Design, Wireframing, Internet Of Things

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

  • J

    Johns Hopkins University

    Foundations of Neuroscience

    Skills you'll gain: Sensory Systems Analysis, Marketing Psychology, Influencing, Case Studies, Persuasive Communication, Advertising, Marketing Communications, Consumer Behaviour, Decision Making, Marketing Effectiveness, Neurology, Behavioral Economics, Marketing, Psychology, Anatomy

    ★ 4.5 (41) · Intermediate · Course · 1 - 3 Months

  • I

    Imperial College London

    Health Systems Development: Health systems, Policy and Research

    Skills you'll gain: Health Policy, Health Systems, Health Assessment, Health Care, Policty Analysis, Research, and Development, Public Health, Public Health and Disease Prevention, Health Promotion, Policy Analysis, Health Administration, Public Policies, Research

    ★ 4.8 (97) · Beginner · Course · 1 - 4 Weeks

  • P

    Pontificia Universidad Católica de Chile

    Introducción a los modelos de demanda de transporte

    Skills you'll gain: Data Collection, Transportation Operations, Surveys, Statistical Modeling, Quantitative Research, Mathematical Modeling, Sampling (Statistics), Predictive Modeling, Statistical Methods, Regression Analysis, Network Model, Model Evaluation, Logistic Regression, Spatial Analysis, Probability, Socioeconomics

    ★ 4.7 (466) · Intermediate · Course · 1 - 3 Months

  • C

    Coursera

    Software QA & Test Automation Engineering

    Skills you'll gain: Selenium (Software), Postman API Platform, JUnit, Test Automation, API Testing, Software Quality Assurance, Test Tools, Test Script Development, Quality Assurance, Unit Testing, Software Testing, Continuous Integration, Automation, Data Validation, Performance Testing, Test Case, Agile Methodology, Integration Testing, Debugging, Javascript

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

  • E

    EDUCBA

    Unreal Engine Advanced Gameplay & AI Mastery

    Skills you'll gain: UI Components, Game Design, Video Game Development, Unreal Engine, User Interface (UI), User Interface (UI) Design, Interactive Design, Data Persistence, Interaction Design, Virtual Environment, Computer Graphics, 3D Assets, AI Workflows, Computer Graphic Techniques, Visualization (Computer Graphics), Scripting, Artificial Intelligence, Data Management, User Flows, User Interface and User Experience (UI/UX) Design

    ★ 4.7 (15) · Beginner · Specialization · 3 - 6 Months

  • É

    École normale supérieure

    Approximation Algorithms Part II

    Skills you'll gain: Theoretical Computer Science, Combinatorics, Algorithms, Operations Research, Graph Theory, Applied Mathematics, Model Optimization, Advanced Mathematics, Linear Algebra, Mathematical Modeling, Network Model, Probability, Probability & Statistics

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

1…759760761…834

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

  • Advanced Cybersecurity Concepts and Capstone Project: Microsoft
  • Create a Budget with Google Sheets: Coursera
  • Execution, persistence, privilege escalation and evasion: Infosec
  • Computational Methods in Pricing and Model Calibration: Columbia University
  • Innovation and entrepreneurship: Tecnológico de Monterrey
  • Prototyping and Design: University of Minnesota
  • Foundations of Neuroscience: Johns Hopkins University
  • Health Systems Development: Health systems, Policy and Research: Imperial College London
  • Introducción a los modelos de demanda de transporte: Pontificia Universidad Católica de Chile
  • Software QA & Test Automation Engineering: Coursera

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