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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
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    Microsoft

    C++ Programming Fundamentals

    Skills you'll gain: Debugging, Program Development, Software Documentation, Pseudocode, C++ (Programming Language), Computational Thinking, Maintainability, Programming Principles, Computer Programming, Integrated Development Environments, Development Environment, Algorithms, Data Validation

    4.7
    Rating, 4.7 out of 5 stars
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    6 reviews

    Beginner · Course · 1 - 3 Months

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    Johns Hopkins University

    Introduction to Using Generative AI in Public Health

    Skills you'll gain: Prompt Engineering, Large Language Modeling, LLM Application, ChatGPT, Generative AI, Responsible AI, Healthcare Ethics, Public Health, Data Ethics, Health Policy, Health Informatics, Medical Science and Research, Artificial Intelligence, Microsoft Copilot, Emerging Technologies

    4.6
    Rating, 4.6 out of 5 stars
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    11 reviews

    Mixed · Course · 1 - 4 Weeks

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    SkillUp

    AI SEO: Mastering Generative Engine Optimization (GEO)

    Skills you'll gain: Search Engine Optimization, Generative AI, Web Analytics and SEO, Search Engine Marketing, Keyword Research, Digital Marketing, Performance Measurement, Content Creation, Competitive Analysis, Semantic Web, Content Strategy, Artificial Intelligence, Web Content, Content Marketing, Content Development and Management, Analysis, Business Ethics, Ethical Standards And Conduct, Data Strategy, Writing

    4.6
    Rating, 4.6 out of 5 stars
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    16 reviews

    Intermediate · Course · 1 - 4 Weeks

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    O.P. Jindal Global University

    Big Data Analytics

    Skills you'll gain: Big Data, Apache Spark, Apache Hadoop, PySpark, Apache Hive, Databases, Analytics, Data Storage Technologies, Data Mining, NoSQL, Applied Machine Learning, Real Time Data, Distributed Computing, Data Processing, Query Languages, Scripting Languages

    Build toward a degree

    Beginner · Course · 1 - 3 Months

  • Status: Preview
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    T

    The Hong Kong University of Science and Technology

    Chinese Politics Part 2 – China and the World

    Skills you'll gain: International Relations, World History, Diplomacy, Oil and Gas, Political Sciences, Economics, Economic Development, Talent Acquisition, Policy Development

    4.7
    Rating, 4.7 out of 5 stars
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    138 reviews

    Beginner · Course · 1 - 3 Months

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    LearnKartS

    Google Professional Cloud Architect Prep

    Skills you'll gain: Site Reliability Engineering, Infrastructure as Code (IaC), Google Cloud Platform, Cloud Services, Application Deployment, Cloud Computing Architecture, Identity and Access Management, Cloud Infrastructure, Google App Engine, Kubernetes, Database Management, Cloud Solutions, Cloud Computing, Cloud Storage, Cloud Management, CI/CD, Cloud Security, Network Monitoring, Big Data, Load Balancing

    4.7
    Rating, 4.7 out of 5 stars
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    15 reviews

    Intermediate · Specialization · 1 - 3 Months

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    Packt

    Docker Fundamentals - Understanding Containers and Images

    Skills you'll gain: Docker (Software), Containerization, Application Deployment, Command-Line Interface, Development Environment, Nginx, Computing Platforms, Software Installation, Node.JS, Virtual Machines, React.js

    4.7
    Rating, 4.7 out of 5 stars
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    20 reviews

    Beginner · Course · 1 - 3 Months

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    C

    Codio

    Software Engineering Tools and Practices

    Skills you'll gain: Jest (JavaScript Testing Framework), CI/CD, Model View Controller, User Acceptance Testing (UAT), Continuous Integration, Cucumber (Software), Postman API Platform, Ansible, Software Testing, OAuth, Web Development Tools, Behavior-Driven Development, Application Performance Management, Prometheus (Software), Authentications, Test Driven Development (TDD), Package and Software Management, Cloud API, Javascript, Software Engineering

    4
    Rating, 4 out of 5 stars
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    56 reviews

    Beginner · Specialization · 3 - 6 Months

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    Packt

    Recommender Systems Complete Course Beginner to Advanced

    Skills you'll gain: Recurrent Neural Networks (RNNs), Tensorflow, Keras (Neural Network Library), Natural Language Processing, Deep Learning, Predictive Modeling, Time Series Analysis and Forecasting, Machine Learning, Embeddings, Data Preprocessing

    Intermediate · Course · 1 - 4 Weeks

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    L&T EduTech

    Planning of Metro Rail Systems

    Skills you'll gain: Construction Engineering, Civil Engineering, Electrical Systems, Transportation Operations, Building Information Modeling, Construction Management, Structural Engineering, Architectural Design, Quality Assurance, Planning, Emerging Technologies, Safety Standards

    4.6
    Rating, 4.6 out of 5 stars
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    17 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
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    M

    Microsoft

    Optimizing Your Workflow with GitHub Copilot and VS Code

    Skills you'll gain: Microsoft Copilot, Code Review, GitHub, Software Documentation, Program Development, Computer Programming Tools, Application Development, Development Environment, Project Management, Project Planning, Computer Programming, Debugging

    4.4
    Rating, 4.4 out of 5 stars
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    42 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    I

    Illinois Tech

    Operating System Virtualization - Master's

    Skills you'll gain: Virtualization, Virtual Machines, Hyper-V, Virtual Networking, VMware ESX Servers, Data Centers, Data Storage, Cloud Computing, Servers, Virtual Reality, iSCSI Configuration, Remote Access Systems, Computer Hardware

    Build toward a degree

    4.9
    Rating, 4.9 out of 5 stars
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    15 reviews

    Intermediate · Course · 1 - 3 Months

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

  • C++ Programming Fundamentals: Microsoft
  • Introduction to Using Generative AI in Public Health: Johns Hopkins University
  • AI SEO: Mastering Generative Engine Optimization (GEO): SkillUp
  • Big Data Analytics: O.P. Jindal Global University
  • Chinese Politics Part 2 – China and the World: The Hong Kong University of Science and Technology
  • Google Professional Cloud Architect Prep: LearnKartS
  • Docker Fundamentals - Understanding Containers and Images: Packt
  • Software Engineering Tools and Practices: Codio
  • Recommender Systems Complete Course Beginner to Advanced: Packt
  • Planning of Metro Rail Systems: L&T EduTech

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