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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


  • E

    EDHEC Business School

    Economics and Policies of Climate Change

    Skills you'll gain: Environmental Policy, Economics, Climate Change Programs, Environmental Issue, Economics, Policy, and Social Studies, Financial Policy, Climate Change Mitigation, Cost Benefit Analysis, Policy Analysis, Climate Change Adaptation, Futures Exchange, Environmental Regulations, Derivatives, Market Analysis, Financial Market, Tax, Financial Trading, Mathematical Modeling

    4.6
    Rating, 4.6 out of 5 stars
    ·
    71 reviews

    Beginner · Course · 1 - 3 Months

  • E

    Emory University

    From Freedom Rides to Ferguson: Narratives of Nonviolence in the American Civil Rights Movement

    Skills you'll gain: Community Organizing, Social Justice, Social Sciences, Social Impact, De-escalation Techniques, Social Studies, Advocacy, Conflict Management, Education and Training, Cultural Diversity

    4.8
    Rating, 4.8 out of 5 stars
    ·
    319 reviews

    Mixed · Course · 1 - 3 Months

  • I

    IBM

    Basic System Programming on IBM Z

    Skills you'll gain: Job Control Language (JCL), z/OS, Unix, IBM DB2, Database Management Systems, Mainframe Computing, Unix Shell, Operating System Administration, System Programming, Operating Systems, Unix Commands, System Software, Mainframe Technologies, Data Management, Data Storage Technologies, File Systems, Data Storage, System Configuration, File Management, Transaction Processing

    4.8
    Rating, 4.8 out of 5 stars
    ·
    378 reviews

    Intermediate · Course · 1 - 4 Weeks

  • P

    Pontificia Universidad Católica del Perú

    Analítica y ciencia de datos para negocios

    Skills you'll gain: Data Preprocessing, Business Analytics, Dimensionality Reduction, Data Processing, Analytics, Data Cleansing, Data Transformation, Anomaly Detection, Project Management Life Cycle, Databases, R (Software), R Programming, Data Analysis, Data Quality, Data Science, Big Data, Statistical Programming, Unsupervised Learning, Supervised Learning, Software Installation

    4.3
    Rating, 4.3 out of 5 stars
    ·
    65 reviews

    Beginner · Course · 1 - 3 Months

  • D

    Dartmouth College

    Decision-Making: Blending Art & Science

    Skills you'll gain: Decision Making, Decisiveness, Self-Awareness, Emotional Intelligence, Critical Thinking, Behavioral Economics, Problem Solving, Leadership Development, Analysis, Goal Setting, Strategic Leadership, Growth Mindedness, Business Strategy, Overcoming Obstacles, Mitigation

    4.8
    Rating, 4.8 out of 5 stars
    ·
    209 reviews

    Beginner · Course · 1 - 4 Weeks

  • K

    Korea Advanced Institute of Science and Technology(KAIST)

    Particle Dynamics

    Skills you'll gain: Mechanics, Mechanical Engineering, Engineering Analysis, Torque (Physics), Physics, Engineering Calculations, Differential Equations, Integral Calculus, Calculus, Applied Mathematics

    4.7
    Rating, 4.7 out of 5 stars
    ·
    38 reviews

    Intermediate · Course · 3 - 6 Months

  • E

    EDUCBA

    Hedge Funds: Leverage, Accounting & Risk

    Skills you'll gain: Portfolio Risk, Risk Modeling, Risk Management, Risk Analysis, Investment Management, Regression Analysis, Accounting, Portfolio Management, Financial Analysis, Analysis, Statistical Analysis, Fund Accounting, Specialized Accounting, Market Liquidity, International Finance, Tax Laws

    4.9
    Rating, 4.9 out of 5 stars
    ·
    14 reviews

    Mixed · Course · 1 - 4 Weeks

  • U

    University of New Mexico

    Web Application Development: Basic Concepts

    Skills you'll gain: Version Control, Web Applications, Full-Stack Web Development, Git (Version Control System), Middleware, Web Development, Web Development Tools, Application Development, Software Architecture, User Interface (UI), Agile Software Development, Application Frameworks, Ajax, Agile Methodology, User Interface (UI) Design, Model View Controller, Databases, Database Management, Data Modeling, Ruby on Rails

    4.3
    Rating, 4.3 out of 5 stars
    ·
    185 reviews

    Mixed · Course · 1 - 3 Months

  • U

    University of Michigan

    Programação para todos (Conceitos básicos de Python)

    Skills you'll gain: Programming Principles, Program Development, Computer Programming, Python Programming, Software Installation, Data Storage, Development Environment

    4.9
    Rating, 4.9 out of 5 stars
    ·
    33 reviews

    Mixed · Course · 1 - 3 Months

  • U

    University of Illinois Urbana-Champaign

    Accounting Analysis I: Measurement and Disclosure of Assets

    Skills you'll gain: Financial Reporting, Inventory Accounting, Financial Statement Analysis, Depreciation, Cash Control, Financial Statements, Financial Accounting, Fixed Asset, Balance Sheet, Generally Accepted Accounting Principles (GAAP), Accounting, Cost Accounting, Inventory Control Systems, Accounts Receivable, Internal Controls, Capital Expenditure, Equities, Inventory Management System, Investments

    Build toward a degree

    4.7
    Rating, 4.7 out of 5 stars
    ·
    231 reviews

    Intermediate · Course · 1 - 3 Months

  • L

    LearnKartS

    Social Media Marketing

    Skills you'll gain: Meta Ads Manager, Content Creation, Facebook, Target Market, Social Media, Social Media Marketing, Promotions and Campaigns, Campaign Planning, Social Media Content, Bidding, Online Advertising, Pay Per Click Advertising, Performance marketing, Social Media Campaigns, Content Scheduling, Pinterest, Advertising Campaigns, Social Media Strategy, Social Media Management, Digital Advertising

    4.6
    Rating, 4.6 out of 5 stars
    ·
    7 reviews

    Beginner · Specialization · 3 - 6 Months

  • I

    Imperial College London

    Health Systems Development: Introduction to Health Systems

    Skills you'll gain: Health Systems, Health Equity, Health Assessment, Health Policy, Health Care Administration, Health Administration, Governance, Healthcare Industry Knowledge, Health Promotion, Public Health, Sustainable Development, Public Health and Disease Prevention

    4.7
    Rating, 4.7 out of 5 stars
    ·
    228 reviews

    Beginner · Course · 1 - 4 Weeks

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

  • Economics and Policies of Climate Change: EDHEC Business School
  • From Freedom Rides to Ferguson: Narratives of Nonviolence in the American Civil Rights Movement: Emory University
  • Basic System Programming on IBM Z: IBM
  • Analítica y ciencia de datos para negocios: Pontificia Universidad Católica del Perú
  • Decision-Making: Blending Art & Science: Dartmouth College
  • Particle Dynamics: Korea Advanced Institute of Science and Technology(KAIST)
  • Hedge Funds: Leverage, Accounting & Risk: EDUCBA
  • Web Application Development: Basic Concepts: University of New Mexico
  • Programação para todos (Conceitos básicos de Python): University of Michigan
  • Accounting Analysis I: Measurement and Disclosure of Assets: University of Illinois Urbana-Champaign

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