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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


  • Status: Preview
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    U

    University of London

    Refugees in the 21st Century

    Skills you'll gain: Immigration Law, Social Work, Case Studies, International Relations, World History, Social Justice, Cultural Sensitivity, Conflict Management, Demography, Policy Analysis, Social Sciences, European History

    4.8
    Rating, 4.8 out of 5 stars
    ·
    572 reviews

    Beginner · Course · 1 - 3 Months

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    T

    The University of North Carolina at Chapel Hill

    Introduction to Environmental Law and Policy

    Skills you'll gain: Environmental Laws, Environmental Policy, Environmental Regulations, Environmental Issue, Law, Regulation, and Compliance, Pollution Prevention, Environment and Resource Management, Risk Control, Water Quality, Water Resource Management, Legal Proceedings, Climate Change Mitigation, Case Studies

    4.8
    Rating, 4.8 out of 5 stars
    ·
    3.2K reviews

    Mixed · Course · 1 - 3 Months

  • Status: Free
    Free
    U

    University of Alberta

    Problem Solving, Python Programming, and Video Games

    Skills you'll gain: Computational Thinking, Video Game Development, Game Design, Programming Principles, Animation and Game Design, Software Quality (SQA/SQC), Problem Solving, Computer Programming, Program Development, Software Engineering, Python Programming, Algorithms, Object Oriented Programming (OOP), Pseudocode, Data Structures, Application Design, Debugging, Computer Science, Test Planning

    4.3
    Rating, 4.3 out of 5 stars
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    233 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    J

    Johns Hopkins University

    Johns Hopkins Medical Office Manager

    Skills you'll gain: Medical Billing and Coding, Denial Management, Patient Registration, Care Management, Revenue Cycle Management, Practice Management, Organizational Change, Change Management, Health Insurance Portability And Accountability Act (HIPAA) Compliance, Performance Review, Data Management, ICD Coding (ICD-9/ICD-10), Medical Terminology, Human Resource Policies, Payment Processing and Collection, Medical Billing, Patient Safety, Continuous Quality Improvement (CQI), Healthcare Industry Knowledge, Data Analysis

    4.8
    Rating, 4.8 out of 5 stars
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    264 reviews

    Beginner · Professional Certificate · 3 - 6 Months

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    M

    MathWorks

    Medical Image Processing

    Skills you'll gain: Medical Imaging, Magnetic Resonance Imaging, Image Analysis, X-Ray Computed Tomography, Data Import/Export, Biomedical Engineering, Matlab, Visualization (Computer Graphics), Computer Vision, Deep Learning

    4.9
    Rating, 4.9 out of 5 stars
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    24 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    D

    Duke University

    Decentralized Finance (DeFi): The Future of Finance

    Skills you'll gain: Blockchain, Loans, FinTech, Lending and Underwriting, Cyber Risk, Operational Risk, Scalability, Regulatory Compliance, Interoperability, Commercial Lending, Payment Systems, Financial Inclusion, Legal Risk, Exploit development, Derivatives, Key Management, Cryptography, Finance, Entrepreneurial Finance, Entrepreneurship

    4.8
    Rating, 4.8 out of 5 stars
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    2K reviews

    Intermediate · Specialization · 3 - 6 Months

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    V

    Vanderbilt University

    Generative AI and Model Selection

    Skills you'll gain: Generative Model Architectures, Generative AI, Prompt Engineering, Applied Machine Learning, LLM Application, Large Language Modeling, Application Deployment, Artificial Intelligence

    4.7
    Rating, 4.7 out of 5 stars
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    7 reviews

    Beginner · Course · 1 - 4 Weeks

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    G

    Georgia Institute of Technology

    Applications in Engineering Mechanics

    Skills you'll gain: Structural Analysis, Structural Engineering, Engineering Analysis, Mechanical Engineering, Mechanics, Engineering

    4.8
    Rating, 4.8 out of 5 stars
    ·
    1.2K reviews

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    D

    Duke University

    ART of the MOOC: Public Art and Pedagogy

    Skills you'll gain: Interactive Learning, Peer Review, Pedagogy, Art History, Social Sciences, Blended Learning, Social Justice, Creativity, Teaching, Culture, Higher Education, Community Development, Case Studies, Storytelling, Photography

    4.7
    Rating, 4.7 out of 5 stars
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    128 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University at Buffalo

    Energy: The Enterprise

    Skills you'll gain: Energy and Utilities, Workforce Development, Sustainable Development, Sustainable Technologies, Electric Power Systems, Environment and Resource Management, Environmental Science, Innovation, Emerging Technologies, Market Dynamics, Climate Change Mitigation, Operational Efficiency

    4.8
    Rating, 4.8 out of 5 stars
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    1.1K reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    W

    Wesleyan University

    Data Management and Visualization

    Skills you'll gain: Descriptive Statistics, Data Manipulation, Data Presentation, Data Management, Data Literacy, Graphing, SAS (Software), Peer Review, Data Analysis, Statistics, Research Reports, Exploratory Data Analysis, Python Programming

    4.4
    Rating, 4.4 out of 5 stars
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    943 reviews

    Mixed · Course · 1 - 3 Months

  • T

    The State University of New York

    Solar Energy System Design

    Skills you'll gain: Electrical Power, Basic Electrical Systems, Electric Power Systems, Wiring Diagram, Equipment Design, Energy and Utilities, Electronic Components, Sustainable Design, System Requirements, Electrical Safety, Engineering Calculations, Performance Testing, Physical Science, Estimation

    4.7
    Rating, 4.7 out of 5 stars
    ·
    467 reviews

    Intermediate · Course · 1 - 3 Months

Searches related to mathematics for machine learning

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1…491492493…834

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

  • Refugees in the 21st Century: University of London
  • Introduction to Environmental Law and Policy: The University of North Carolina at Chapel Hill
  • Problem Solving, Python Programming, and Video Games: University of Alberta
  • Johns Hopkins Medical Office Manager: Johns Hopkins University
  • Medical Image Processing: MathWorks
  • Decentralized Finance (DeFi): The Future of Finance: Duke University
  • Generative AI and Model Selection: Vanderbilt University
  • Applications in Engineering Mechanics: Georgia Institute of Technology
  • ART of the MOOC: Public Art and Pedagogy: Duke University
  • Energy: The Enterprise: University at Buffalo

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