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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: New
    New
    P

    Pearson

    Virtualization for Everyone

    Skills you'll gain: Virtualization, Virtualization and Virtual Machines, Virtual Machines, VMware ESX Servers, Containerization, Ubuntu, Microsoft Windows

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
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    N

    National Taiwan University

    BIM Application for Engineers

    Skills you'll gain: Autodesk Revit, Building Information Modeling, AutoCAD, Construction Estimating, 3D Modeling, Construction Management, Simulations, Cost Estimation

    4.7
    Rating, 4.7 out of 5 stars
    ·
    517 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: New
    New
    Status: Preview
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    A

    AI CERTs

    Blockchain for Leaders

    Skills you'll gain: Blockchain, Business Leadership, FinTech, Supply Chain Management, Emerging Technologies, Business, Legal Risk, Business Planning, Regulatory Compliance, Health Technology, Digital Assets, Governance, Payment Systems, Distributed Computing, Cloud Computing, Financial Services, Cryptography, Cloud Computing Architecture, Artificial Intelligence, Computer Engineering

    Intermediate · Course · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    R

    Rice University

    Leadership Development for Engineers

    Skills you'll gain: Conflict Management, Professional Networking, Smart Goals, Team Motivation, Creative Problem-Solving, Team Management, Prioritization, Stress Management, Meeting Facilitation, Relationship Management, Goal Setting, Time Management, Relationship Building, Leadership Development, Team Leadership, Self-Awareness, Communication, Professional Development, Mentorship, Active Listening

    4.7
    Rating, 4.7 out of 5 stars
    ·
    1.1K reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    I

    Imperial College London

    Epidemiology for Public Health

    Skills you'll gain: Epidemiology, Diagnostic Tests, Research Design, Public Health and Disease Prevention, Biostatistics, Clinical Research, Public Health, Preventative Care, Data Collection, Research Methodologies, Program Evaluation, Risk Analysis, Quantitative Research, Health Policy, Correlation Analysis, Statistical Analysis, Statistical Methods, Research, Sample Size Determination, Data Analysis

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

    Beginner · Specialization · 1 - 3 Months

  • Status: Preview
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    D

    Duke University

    Copyright for Educators & Librarians

    Skills you'll gain: Intellectual Property, Educational Materials, Law, Regulation, and Compliance, Education and Training, Legal Research

    4.8
    Rating, 4.8 out of 5 stars
    ·
    609 reviews

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Glasgow

    Fundamental MATLAB Programming for AI

    Skills you'll gain: Matlab, Artificial Intelligence and Machine Learning (AI/ML), Applied Mathematics, Engineering Practices

    4.9
    Rating, 4.9 out of 5 stars
    ·
    73 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
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    Y

    Yale University

    Rocket Science for Everyone

    Skills you'll gain: Global Positioning Systems, Wireless Networks, General Networking, Communication Systems, Mechanics, Telecommunications, Technical Communication, Physics, Environmental Monitoring

    4.9
    Rating, 4.9 out of 5 stars
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    660 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    L

    L&T EduTech

    Geospatial Techniques for Engineers

    Skills you'll gain: Geospatial Information and Technology, Spatial Analysis, GIS Software, Spatial Data Analysis, Geographic Information Systems, Geospatial Mapping, Construction Engineering, Database Management, Construction, Construction Management, ArcGIS, Global Positioning Systems, Visualization (Computer Graphics), Decision Support Systems, Building Information Modeling, As-Built Drawings, Survey Creation, AutoCAD Civil 3D, Data Manipulation, Network Analysis

    4.1
    Rating, 4.1 out of 5 stars
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    51 reviews

    Advanced · Specialization · 3 - 6 Months

  • Status: Preview
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    E

    EIT Digital

    Data Science for Business Innovation

    Skills you'll gain: Data Strategy, Data-Driven Decision-Making, Big Data, Data Science, NoSQL, Data Modeling, Data Storage Technologies, Analytics, Business Analytics, Data Analysis, Data Ethics, Machine Learning, Unsupervised Learning, Regression Analysis, Classification And Regression Tree (CART), Supervised Learning, Artificial Intelligence and Machine Learning (AI/ML)

    4.3
    Rating, 4.3 out of 5 stars
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    270 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: New
    New
    P

    Packt

    Python for Security

    Skills you'll gain: Security Testing, Cybersecurity, Network Security, TCP/IP, Network Monitoring, Vulnerability Assessments, Servers, Network Analysis, Network Protocols, Exploitation techniques, Scripting

    Intermediate · Course · 1 - 3 Months

  • C

    Coursera

    Gen AI for Software Development: Code Generation for Python

    Skills you'll gain: Prompt Engineering, Generative AI, Development Environment, Computational Thinking, Program Development, Software Development, Python Programming, Game Design, Debugging

    4.1
    Rating, 4.1 out of 5 stars
    ·
    11 reviews

    Beginner · Guided Project · Less Than 2 Hours

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

  • Virtualization for Everyone: Pearson
  • BIM Application for Engineers: National Taiwan University
  • Blockchain for Leaders: AI CERTs
  • Leadership Development for Engineers: Rice University
  • Epidemiology for Public Health: Imperial College London
  • Copyright for Educators & Librarians: Duke University
  • Fundamental MATLAB Programming for AI: University of Glasgow
  • Rocket Science for Everyone: Yale University
  • Geospatial Techniques for Engineers: L&T EduTech
  • Data Science for Business Innovation: EIT Digital

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