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  • Math For Machine Learning

Math For Machine Learning Courses

Courses in Math for Machine Learning often teach linear algebra, calculus, probability, and statistics, providing a solid foundation for understanding algorithms. You can build skills in optimization techniques, data analysis, and model evaluation, which are crucial for effective machine learning applications. Many courses introduce tools like Python libraries such as NumPy and TensorFlow, which help you implement mathematical concepts in AI projects and enhance your ability to work with data-driven models.


Popular Math For Machine Learning Courses and Certifications


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    U

    University of Cambridge

    Finance for Non-finance Professionals

    Skills you'll gain: Financial Acumen, Variance Analysis, Financial Forecasting, Cash Flows, Financial Analysis, Financial Modeling, Financial Reporting, Cost Estimation, Financial Statements, Return On Investment, Accounting, Project Estimation, Budgeting, Microsoft Excel, Business Modeling

    Beginner · Course · 1 - 3 Months

  • G

    Google Cloud

    Creating a Virtual Machine

    Skills you'll gain: Virtual Machines, Web Servers, Google Cloud Platform, Cloud Deployment, Cloud Infrastructure, Virtual Networking, Command-Line Interface, Cloud Computing, Operating Systems

    4.6
    Rating, 4.6 out of 5 stars
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    30 reviews

    Beginner · Project · Less Than 2 Hours

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    National Academy of Sports Medicine

    Nutrition for Optimal Mental Health

    Skills you'll gain: Nutrition and Diet, Nutrition Education, Mental Health, Meal Planning And Preparation, Psychology, Mindfulness

    4.6
    Rating, 4.6 out of 5 stars
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    10 reviews

    Beginner · Course · 1 - 4 Weeks

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    B

    Board Infinity

    C# for .NET Developers

    Skills you'll gain: C# (Programming Language), ASP.NET, .NET Framework, Object Oriented Programming (OOP), Web Applications, Programming Principles, Web Development, Debugging, Event-Driven Programming, Development Environment

    4.1
    Rating, 4.1 out of 5 stars
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    299 reviews

    Intermediate · Course · 1 - 4 Weeks

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    L&T EduTech

    BIM Fundamentals for Engineers

    Skills you'll gain: Autodesk Revit, Building Information Modeling, Architectural Engineering, Drafting and Engineering Design, Computer-Aided Design, Engineering Documentation, Architectural Design, 3D Modeling, Facility Management, Civil Engineering, Structural Engineering, Technical Standard, HVAC, Electrical Systems, Plumbing, User Interface (UI)

    4.5
    Rating, 4.5 out of 5 stars
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    106 reviews

    Intermediate · Course · 1 - 3 Months

  • C

    Commonwealth Education Trust

    Foundations of Teaching for Learning: Introduction to Student Assessment

    Skills you'll gain: Teaching, Education and Training, Curriculum Planning, Student Engagement, Instructional and Curriculum Design, Surveys, Instructional Strategies, Peer Review, Report Writing, Statistical Analysis

    4.9
    Rating, 4.9 out of 5 stars
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    1.1K reviews

    Mixed · Course · 1 - 3 Months

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    S

    Saïd Business School, University of Oxford

    AI Foundations for Business Professionals

    Skills you'll gain: Prompt Engineering, Retrieval-Augmented Generation, Generative AI, Responsible AI, OpenAI, Artificial Neural Networks, AI Security, Data Ethics, Governance, Artificial Intelligence, ChatGPT, AI Workflows, Artificial Intelligence and Machine Learning (AI/ML), Agentic systems, Compliance Management, AI Product Strategy, Business Ethics, Risk Management, Machine Learning, Project Management

    4.8
    Rating, 4.8 out of 5 stars
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    234 reviews

    Beginner · Specialization · 3 - 6 Months

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    OpenAI

    ChatGPT Foundations for Teachers

    Skills you'll gain: Prompt Engineering, Responsible AI, ChatGPT, Data Ethics, Education Software and Technology, Generative AI, Digital pedagogy, LLM Application, AI Security, AI Personalization, Canva (Software), Personally Identifiable Information, Instructional Design, Information Privacy

    4.9
    Rating, 4.9 out of 5 stars
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    354 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
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    U

    University of Pennsylvania

    Deep Learning Essentials

    Skills you'll gain: Data Preprocessing, PyTorch (Machine Learning Library), Deep Learning, Artificial Neural Networks, Machine Learning Algorithms, Supervised Learning, Machine Learning, Artificial Intelligence

    4.9
    Rating, 4.9 out of 5 stars
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    7 reviews

    Intermediate · Course · 1 - 4 Weeks

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    U

    University of Houston

    Powerful Tools for Teaching and Learning: Web 2.0 Tools

    Skills you'll gain: Collaborative Software, Digital pedagogy, Education Software and Technology, Collaboration, Learning Management Systems, Teaching, digital literacy, Communication, Technology Strategies, Web Applications, Communication Systems, Digital Communications

    4.5
    Rating, 4.5 out of 5 stars
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    189 reviews

    Beginner · Course · 1 - 3 Months

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    I

    IMD - International Institute for Management Development

    Sustainability for Business: ESG Fundamentals

    Skills you'll gain: Environmental Social And Corporate Governance (ESG), Corporate Sustainability, Sustainable Business, Sustainable Development, Business Ethics, Compliance Management, Sustainability Reporting, Environmental Management Systems, Stakeholder Management, Governance, Stakeholder Engagement, Leadership, Social Impact, Stakeholder Communications, Risk Management, Business Strategy, Organizational Change

    4.8
    Rating, 4.8 out of 5 stars
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    118 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
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    I

    IBM

    Databases and SQL for Data Science with Python

    Skills you'll gain: SQL, Relational Databases, Stored Procedure, Databases, Query Languages, Jupyter, Data Manipulation, Data Analysis, Pandas (Python Package), Transaction Processing, Python Programming

    4.7
    Rating, 4.7 out of 5 stars
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    23K reviews

    Beginner · Course · 1 - 3 Months

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

  • Finance for Non-finance Professionals: University of Cambridge
  • Creating a Virtual Machine: Google Cloud
  • Nutrition for Optimal Mental Health: National Academy of Sports Medicine
  • C# for .NET Developers: Board Infinity
  • BIM Fundamentals for Engineers: L&T EduTech
  • Foundations of Teaching for Learning: Introduction to Student Assessment: Commonwealth Education Trust
  • AI Foundations for Business Professionals: Saïd Business School, University of Oxford
  • ChatGPT Foundations for Teachers: OpenAI
  • Deep Learning Essentials: University of Pennsylvania
  • Powerful Tools for Teaching and Learning: Web 2.0 Tools: University of Houston

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