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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: Free Trial
    Free Trial
    G

    Google Cloud

    Serverless Data Processing with Dataflow: Develop Pipelines

    Skills you'll gain: Dataflow, Data Pipelines, Data Processing, Real Time Data, Extract, Transform, Load, File I/O, Data Transformation, Jupyter, Data Structures, SQL

    4
    Rating, 4 out of 5 stars
    ·
    43 reviews

    Advanced · Course · 1 - 3 Months

  • Status: Preview
    Preview
    X

    Xi'an Jiaotong University

    《论语》的智慧

    Skills you'll gain: Business Ethics, Education and Training, Governance, Ethical Standards And Conduct, Business Management, Leadership, Human Learning, Culture, Liberal Arts, Human Development, Interpersonal Communications

    4.4
    Rating, 4.4 out of 5 stars
    ·
    45 reviews

    Mixed · Course · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    S

    Skillshare

    Intermediate to Advanced: Professional Figma UI / UX Design

    Skills you'll gain: Figma (Design Software), UI Components, Typography, Prototyping, Responsive Web Design, Interaction Design, UI/UX Strategy, User Experience Design, User Experience, User Interface (UI), Graphic and Visual Design, User Interface and User Experience (UI/UX) Design, Mockups, Layout Design, User Interface (UI) Design, Animations, Collaborative Software, Web Content Accessibility Guidelines, AI Workflows, Design Strategies

    4.6
    Rating, 4.6 out of 5 stars
    ·
    21 reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    T

    Tecnológico de Monterrey

    Entrepreneurial Mindset

    Skills you'll gain: Innovation, Business Modeling, Entrepreneurship, Lean Methodologies, Corporate Strategy, New Product Development, Business Strategy, New Business Development, Value Propositions, Customer Insights

    4.4
    Rating, 4.4 out of 5 stars
    ·
    50 reviews

    Advanced · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    A

    Arizona State University

    Careers in Sustainability

    Skills you'll gain: Data Analysis, Sustainable Development, Spreadsheet Software, Sustainability Reporting, Marketing and Public Relations, Analysis, Business Writing, Sustainable Business, Corporate Sustainability, Product Lifecycle Management, Business Communication, Presentations

    4.5
    Rating, 4.5 out of 5 stars
    ·
    69 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    P

    Packt

    Backend Development and API Creation

    Skills you'll gain: Middleware, Server Side, User Accounts, Back-End Web Development, Authentications, Application Programming Interface (API), GitHub, Development Environment, Data Validation

    4.6
    Rating, 4.6 out of 5 stars
    ·
    38 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    J

    Johns Hopkins University

    Foundations of Strategic Communications

    Skills you'll gain: Non-Verbal Communication, Communication Strategies, Interpersonal Communications, Technical Communication, Verbal Communication Skills, Target Audience, Strategic Communication, Communication, Business Communication, Persuasive Communication, Technical Management, Professional Development, Leadership, Influencing, Active Listening

    4.8
    Rating, 4.8 out of 5 stars
    ·
    21 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    B

    Board Infinity

    Introduction to Software Quality Assurance

    Skills you'll gain: Software Quality Assurance, Software Development Life Cycle, Quality Assurance, Software Documentation, Functional Testing, Software Testing, Software Development Methodologies, Acceptance Testing, User Acceptance Testing (UAT), Test Case, Maintainability, Unit Testing, Software Design, System Testing, Integration Testing, Waterfall Methodology, Agile Methodology, Regression Testing

    4.5
    Rating, 4.5 out of 5 stars
    ·
    12 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free
    Free
    D

    DeepLearning.AI

    Large Language Models with Semantic Search

    Skills you'll gain: LLM Application, Large Language Modeling, Embeddings, Prompt Engineering, Data Processing, Big Data, Applied Machine Learning, Vector Databases

    Beginner · Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    S

    Starweaver

    Advanced Requirements Management & Solution Evaluation

    Skills you'll gain: Backlogs, Requirements Management, Business Requirements, Performance Measurement, Business Analysis, Root Cause Analysis, Solution Delivery, Project Performance, Data Mining, Jira (Software), Process Improvement, Data-Driven Decision-Making, Analysis, Prioritization, Change Management, Stakeholder Management

    4.8
    Rating, 4.8 out of 5 stars
    ·
    65 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    S

    Scrimba

    Build AI Apps with LangChain.js

    Skills you'll gain: LangChain, Prompt Engineering, LLM Application, AI Workflows, Vector Databases, User Interface (UI) Design, Human Computer Interaction, Database Management, Data Processing

    4.6
    Rating, 4.6 out of 5 stars
    ·
    34 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    R

    Rice University

    Anatomy & Physiology: Fluids, Transport, and Defense

    Skills you'll gain: Cardiology, Anatomy, Immunology, Hematology, Hemodynamics, Capillary, Pathology, Physiology

    4.8
    Rating, 4.8 out of 5 stars
    ·
    26 reviews

    Intermediate · Course · 1 - 3 Months

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

  • Serverless Data Processing with Dataflow: Develop Pipelines: Google Cloud
  • 《论语》的智慧: Xi'an Jiaotong University
  • Intermediate to Advanced: Professional Figma UI / UX Design: Skillshare
  • Entrepreneurial Mindset: Tecnológico de Monterrey
  • Careers in Sustainability: Arizona State University
  • Backend Development and API Creation: Packt
  • Foundations of Strategic Communications: Johns Hopkins University
  • Introduction to Software Quality Assurance: Board Infinity
  • Large Language Models with Semantic Search: DeepLearning.AI
  • Advanced Requirements Management & Solution Evaluation: Starweaver

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