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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


  • P

    Packt

    Data Structures and Algorithms: The Complete Masterclass

    Skills you'll gain: Data Structures, Algorithms, Graph Theory, Programming Principles, Theoretical Computer Science, Computer Science, Computer Programming, Python Programming, Pandas (Python Package), Machine Learning Algorithms, Computational Thinking, C++ (Programming Language), Data Architecture, Random Forest Algorithm, Performance Tuning, Object Oriented Programming (OOP), Network Analysis, Program Development, Problem Solving, Debugging

    4.5
    Rating, 4.5 out of 5 stars
    ·
    38 reviews

    Intermediate · Specialization · 3 - 6 Months

  • C

    Coursera

    Pneumonia Classification using PyTorch

    Skills you'll gain: PyTorch (Machine Learning Library), Data Preprocessing, Transfer Learning, Fine-tuning, Model Training, Convolutional Neural Networks, Medical Imaging, Radiology, Image Analysis, Deep Learning, Python Programming

    4.4
    Rating, 4.4 out of 5 stars
    ·
    11 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • E

    EDUCBA

    Unity: Design & Develop a Tower Defense Game

    Skills you'll gain: Unity Engine, Video Game Development, Game Design, C# (Programming Language), Object Oriented Programming (OOP), Artificial Intelligence, Scripting

    4.8
    Rating, 4.8 out of 5 stars
    ·
    14 reviews

    Mixed · Course · 1 - 4 Weeks

  • L

    LearnKartS

    Ethical Hacking

    Skills you'll gain: Distributed Denial-Of-Service (DDoS) Attacks, Penetration Testing, Security Testing, Cyber Security Assessment, Cybersecurity, Network Security, Cyber Attacks, Cryptography, Vulnerability Scanning, Kubernetes, Application Security, Cloud Infrastructure, Cyber Security Strategy, Cyber Threat Intelligence, Cyber Threat Hunting, Cyber Operations, Security Controls, Security Awareness, Cyber Risk, Security Strategy

    4.6
    Rating, 4.6 out of 5 stars
    ·
    292 reviews

    Beginner · Specialization · 1 - 3 Months

  • S

    Scrimba

    Retrieval-Augmented Generation (RAG) with Embeddings & Vector Databases

    Skills you'll gain: Retrieval-Augmented Generation, Vector Databases, Embeddings, Development Environment, OpenAI API, AI Integrations, Large Language Modeling, Database Management Systems, Databases, OpenAI, Artificial Intelligence, System Configuration

    4.7
    Rating, 4.7 out of 5 stars
    ·
    64 reviews

    Intermediate · Course · 1 - 4 Weeks

  • U

    University of Minnesota

    Evaluating User Interfaces

    Skills you'll gain: Usability Testing, User Interface (UI), Usability, User Research, UI/UX Research, Human Computer Interaction, User Interface (UI) Design, User Centered Design, Test Planning

    4.7
    Rating, 4.7 out of 5 stars
    ·
    276 reviews

    Mixed · Course · 1 - 3 Months

  • S

    Starweaver

    Lean Management Fundamentals

    Skills you'll gain: Lean Manufacturing, Lean Methodologies, Kaizen Methodology, Process Mapping, Cross-Functional Collaboration, Kanban Principles, Process Analysis, Cross-Functional Team Leadership, Employee Engagement, Process Optimization, Operational Excellence, Operational Efficiency, Continuous Improvement Process, Process Improvement and Optimization, Quality Management, Process Improvement, Business Process, Workflow Management, Culture Transformation, Leadership

    4.6
    Rating, 4.6 out of 5 stars
    ·
    81 reviews

    Beginner · Course · 1 - 4 Weeks

  • É

    École Polytechnique Fédérale de Lausanne

    Mécanique : Solide Indéformable

    Skills you'll gain: Torque (Physics), Mechanics, Engineering Analysis, Structural Analysis, Differential Equations, Applied Mathematics, Physics, Mathematical Modeling

    4.8
    Rating, 4.8 out of 5 stars
    ·
    34 reviews

    Mixed · Course · 1 - 3 Months

  • C

    Coursera

    Improve Business Performance with Google Forms

    Skills you'll gain: Google Sheets, Data Visualization, User Feedback, Customer experience improvement, Spreadsheet Software, Customer Insights, Customer Analysis, Customer Service, Google Workspace, Trend Analysis, Analysis

    4.7
    Rating, 4.7 out of 5 stars
    ·
    560 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • I

    Imperial College London

    Foundations of Public Health Practice: Health Protection

    Skills you'll gain: Microbiology, Public Health and Disease Prevention, Public Health, Sanitation, Infection Control, Infectious Diseases, Environment Health And Safety, Epidemiology, Preventative Care, Emergency Response, Water Resources, Hand Hygiene, Healthcare Ethics, Community Health, Water Quality, Radiation Protection, Environmental Science, Environmental Issue, Immunology

    4.8
    Rating, 4.8 out of 5 stars
    ·
    123 reviews

    Beginner · Course · 1 - 4 Weeks

  • I

    IE Business School

    Marketing Mix Implementation Capstone

    Skills you'll gain: Data-Driven Marketing, Marketing Analytics, Brand Management, Data-Driven Decision-Making, Marketing Management, Product Management, Strategic Marketing, Integrated Marketing Communications, Brand Strategy, Marketing, Product Planning, Marketing Strategies, Marketing Communications, Marketing Channel, Strategic Decision-Making, Marketing Effectiveness, Promotional Strategies, Marketing Planning, Product Strategy, Presentations

    4.6
    Rating, 4.6 out of 5 stars
    ·
    132 reviews

    Intermediate · Course · 1 - 3 Months

  • S

    Skillshare

    The Complete Graphic Design Masterclass

    Skills you'll gain: Logo Design, Packaging and Labeling, Adobe Illustrator, Brand Strategy, Competitive Analysis, Graphic and Visual Design, Presentations, Content Creation, Target Audience, Web Presence, Storytelling, Branding, Color Theory, Social Media Content, Typography, Design Strategies, Graphic Design, Animations, Design Software, Graphical Tools

    4.5
    Rating, 4.5 out of 5 stars
    ·
    29 reviews

    Beginner · Specialization · 3 - 6 Months

1…760761762…834

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

  • Data Structures and Algorithms: The Complete Masterclass: Packt
  • Pneumonia Classification using PyTorch : Coursera
  • Unity: Design & Develop a Tower Defense Game: EDUCBA
  • Ethical Hacking: LearnKartS
  • Retrieval-Augmented Generation (RAG) with Embeddings & Vector Databases: Scrimba
  • Evaluating User Interfaces: University of Minnesota
  • Lean Management Fundamentals: Starweaver
  • Mécanique : Solide Indéformable: École Polytechnique Fédérale de Lausanne
  • Improve Business Performance with Google Forms: Coursera
  • Foundations of Public Health Practice: Health Protection: Imperial College London

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