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Math For Machine Learning Courses

Courses in Math for Machine Learning can help you learn linear algebra, calculus, probability, and statistics. You can build skills in data analysis, model evaluation, and algorithm optimization. Many courses introduce tools like Python libraries such as NumPy and SciPy, that support implementing mathematical concepts in AI and artificial intelligence projects. You'll also explore techniques like gradient descent and matrix factorization, which are crucial for developing effective machine learning models.

Popular Math For Machine Learning Courses and Certifications


  • Status: Free Trial
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    U

    University of London

    Mathematical Foundations for Computing

    Skills you'll gain: Arithmetic, Theoretical Computer Science, Computational Logic, Programming Principles, Computer Science, Algorithms, Computational Thinking, Database Theory, Mathematical Modeling, Data Structures, General Mathematics, Applied Mathematics, Business Mathematics, Advanced Mathematics, Logical Reasoning, Problem Solving

    4.1
    Rating, 4.1 out of 5 stars
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    7 reviews

    Beginner · Course · 1 - 4 Weeks

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    Packt

    Transformers for Vision AI, Multimodal & Generative AI

    Skills you'll gain: Vision Transformer (ViT), Generative AI, Generative Model Architectures, AI powered creativity, Multimodal Prompts, ChatGPT, Hugging Face, Responsible AI, Generative AI Agents, AI Orchestration, OpenAI, Large Language Modeling, Embeddings, Prompt Engineering, AI Workflows, Computer Vision, Image Analysis, Artificial Intelligence and Machine Learning (AI/ML), Model Training, Model Evaluation

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
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    U

    University of London

    Management Skills for International Business

    Skills you'll gain: Organizational Change, Change Management, Leadership and Management, Verbal Communication Skills, Team Performance Management, Team Building, Team Management, Team Leadership, People Management, Leadership Studies, Team Motivation, Oral Expression, Leadership, Communication, Interpersonal Communications, Business Leadership, Communication Strategies, Business Management, Employee Engagement, Stakeholder Management

    4.7
    Rating, 4.7 out of 5 stars
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    752 reviews

    Mixed · Course · 1 - 4 Weeks

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    SkillsBooster Academy

    Prompt Engineering for ChatGPT

    Skills you'll gain: Prompt Engineering, Prompt Patterns, ChatGPT, Generative AI, Generative AI Agents, Large Language Modeling, AI Workflows, AI Orchestration, Token Optimization, LLM Application, Responsible AI, Artificial Intelligence, Business Process Automation, Artificial Intelligence and Machine Learning (AI/ML), Proactivity, Organizational Skills, Organizational Development, Business Technologies

    5
    Rating, 5 out of 5 stars
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    6 reviews

    Beginner · Course · 1 - 3 Months

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    M

    Macquarie University

    Excel for Business with AI: Intermediate

    Skills you'll gain: People Analytics, Microsoft Excel, Pivot Tables And Charts, Excel Formulas, Data Transformation, Dashboard, Data Validation, Spreadsheet Software, Business Reporting, Data Wrangling, Data Cleansing, Business Analytics, Data Analysis, Exploratory Data Analysis, Microsoft Copilot, Artificial Intelligence, Data Visualization, Data Visualization Software, Generative AI, Automation

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
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    U

    University of Colorado System

    C# Programming for Unity Game Development

    Skills you'll gain: Object Oriented Design, Unity Engine, Object Oriented Programming (OOP), Video Game Development, Software Design Patterns, C# (Programming Language), Debugging, Data Structures, Software Design, Game Design, Prototyping, Programming Principles, Data Storage, Code Reusability, Graph Theory, C and C++, Event-Driven Programming, Software Architecture, Application Design, Algorithms

    4.7
    Rating, 4.7 out of 5 stars
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    2.8K reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
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    Scrum Alliance

    AI for Product Owners

    Skills you'll gain: AI Product Strategy, Responsible AI, Prompt Engineering, User Story, Data Ethics, Agile Product Development, AI Enablement, Agile Methodology, Scrum (Software Development), Backlogs, Artificial Intelligence, AI Workflows, Product Requirements, Product Management, Product Strategy, Customer experience improvement, Estimation

    3.7
    Rating, 3.7 out of 5 stars
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    7 reviews

    Beginner · Course · 1 - 3 Months

  • Status: New
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    Skillshare

    Geometry Nodes for Beginners in Blender

    Skills you'll gain: Network Model, 3D Assets, 3D Modeling, Visualization (Computer Graphics), Computer Graphics, Graphical Tools, Computer Graphic Techniques, Dataflow, Scalability, Debugging

    Beginner · Course · 1 - 4 Weeks

  • Status: New
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    E

    EDUCBA

    Consumer Psychology for Marketing Decisions

    Skills you'll gain: Consumer Behaviour, Marketing Psychology, Advertising, Data Collection, Market Research, Customer Analysis, Marketing, Surveys, Customer Insights, Target Market, Data-Driven Marketing, Marketing Strategies, Target Audience, Market Analysis, Qualitative Research, Global Marketing, Research Methodologies, Persuasive Communication, Marketing Communications, Marketing Strategy and Techniques

    Beginner · Specialization · 1 - 3 Months

  • Status: New
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    EDUCBA

    Business Etiquette for Professional Success

    Skills you'll gain: Verbal Communication Skills, Communication, Interpersonal Communications, Professional Networking, Cultural Sensitivity, Intercultural Competence, Social Skills, Business Communication, Cultural Diversity, Non-Verbal Communication, Diversity Awareness, Professionalism, Rapport Building, Follow Through, Relationship Building, Professional Development, Digital Communications, Executive Presence

    5
    Rating, 5 out of 5 stars
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    33 reviews

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
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    L

    LearnKartS

    Core Java for Beginners

    Skills you'll gain: JUnit, File I/O, Object Oriented Design, Java Programming, Object Oriented Programming (OOP), Java, Unit Testing, Maintainability, Software Development, Secure Coding, Software Testing, Programming Principles, Computer Programming, Test Case, Application Development, Cryptographic Protocols, Code Reusability, Application Design, Debugging, Performance Tuning

    4.6
    Rating, 4.6 out of 5 stars
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    84 reviews

    Beginner · Specialization · 1 - 3 Months

  • Status: Free Trial
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    D

    Duke University

    Business Metrics for Data-Driven Companies

    Skills you'll gain: Business Analytics, Business Metrics, Analytics, Business Process Improvement, Process Improvement, Business Intelligence, Performance Improvement, Digital Analysis, Data Analysis Software, Business Intelligence Software, Business Process, Tableau Software, Business Analysis, Performance Measurement, Data Analysis, Key Performance Indicators (KPIs), Web Analytics, Performance Metric, Data Strategy, Decision Making

    4.6
    Rating, 4.6 out of 5 stars
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    8.5K reviews

    Mixed · Course · 1 - 3 Months

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

  • Mathematical Foundations for Computing: University of London
  • Transformers for Vision AI, Multimodal & Generative AI: Packt
  • Management Skills for International Business: University of London
  • Prompt Engineering for ChatGPT: SkillsBooster Academy
  • Excel for Business with AI: Intermediate: Macquarie University
  • C# Programming for Unity Game Development: University of Colorado System
  • AI for Product Owners: Scrum Alliance
  • Geometry Nodes for Beginners in Blender: Skillshare
  • Consumer Psychology for Marketing Decisions: EDUCBA
  • Business Etiquette for Professional Success: EDUCBA

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