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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


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    Coursera

    GenAI for Supply Chain Optimization

    Skills you'll gain: Supply Chain Management, Supply Chain Planning, Transportation, Supply Chain, and Logistics, Operational Efficiency, Inventory Management System, Customer Demand Planning, Generative AI, Logistics, Forecasting, Operational Analysis, Business Ethics, Artificial Intelligence, Emerging Technologies, Predictive Analytics, Automation

    4.8
    Rating, 4.8 out of 5 stars
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    12 reviews

    Beginner · Course · 1 - 4 Weeks

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    IIMA - IIM Ahmedabad

    Strategy and Game Theory for Management

    Skills you'll gain: Strategic Thinking, Game Theory, Behavioral Economics, Business Strategy, Strategic Decision-Making, Complex Problem Solving, Problem Solving, Strategic Leadership, Critical Thinking, Decision Making, Market Dynamics, Organizational Change, Business Analysis, Economics, Digital Media Strategy, Market Opportunities, Negotiation, Risk Management, Mergers & Acquisitions, Innovation

    4.8
    Rating, 4.8 out of 5 stars
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    132 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
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    Coursera

    GenAI for Prototyping Basics

    Skills you'll gain: Prototyping, Adobe Firefly, AI Workflows, Functional Design, Generative AI, Prompt Engineering, Artificial Intelligence, Mockups, ChatGPT, Canva (Software), User Experience Design, Wireframing, Creativity, Automation

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Emory University

    Forecasting Models for Marketing Decisions

    Skills you'll gain: Customer Analysis, Customer Demand Planning, Marketing Analytics, Forecasting, Consumer Behaviour, Marketing Effectiveness, Model Evaluation, Time Series Analysis and Forecasting, Microsoft Excel, Marketing, Regression Analysis, Customer Acquisition Management, Customer Retention

    4.3
    Rating, 4.3 out of 5 stars
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    80 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    HTML for Beginners: Getting Started

    Skills you'll gain: Hypertext Markup Language (HTML), Web Content Accessibility Guidelines, Semantic Web, Web Content, Information Architecture, Web Design and Development, Web Development, Front-End Web Development

    4.7
    Rating, 4.7 out of 5 stars
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    25 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
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    Illinois Tech

    Information Technology Fundamentals for Everyone

    Skills you'll gain: Linux, Cloud-Native Computing, Network Security, Linux Administration, Cloud Computing, Amazon Web Services, Infrastructure as Code (IaC), Cloud Computing Architecture, Network Troubleshooting, Operating System Administration, Cloud Platforms, Cloud Storage, Linux Commands, Software-Defined Networking, User Accounts, Cloud Infrastructure, Network Monitoring, Threat Modeling, Cloud Services, Data Infrastructure

    Build toward a degree

    4.6
    Rating, 4.6 out of 5 stars
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    81 reviews

    Beginner · Specialization · 3 - 6 Months

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    Packt

    MuleSoft for Salesforce Developers

    Skills you'll gain: API Design, Restful API, Application Programming Interface (API), Test Automation, Data Mapping, Application Deployment, Cloud Deployment, Salesforce, Robotic Process Automation, Business Process Automation, Software Testing, Data Integration, API Testing, Architectural Design, Software Development Tools, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML)

    Intermediate · Course · 3 - 6 Months

  • Status: New
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    Status: Free Trial
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    Skillshare

    Adobe Premiere Pro for Beginners

    Skills you'll gain: Video Editing, Adobe Premiere, Post-Production, Animations, Motion Graphics, Video Production, Timelines, Data Import/Export, Graphic and Visual Design, Editing, Multimedia, Cinematography, Music, Quality Assurance, File Management

    5
    Rating, 5 out of 5 stars
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    22 reviews

    Beginner · Specialization · 1 - 3 Months

  • Status: Free Trial
    Free Trial
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    IBM

    Vector Databases for RAG: An Introduction

    Skills you'll gain: Retrieval-Augmented Generation, Embeddings, Database Systems, LLM Application, Data Storage Technologies, Databases, NoSQL, AI Enablement, Large Language Modeling, Database Management, AI Personalization, Generative AI Agents, Database Architecture and Administration, Applied Machine Learning, Information Management, Generative AI

    4.6
    Rating, 4.6 out of 5 stars
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    70 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Public Speaking for Beginners - Speak with Confidence

    Skills you'll gain: Growth Mindedness, Peer Review, Personal Attributes, Self-Awareness, Brainstorming, Prioritization

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
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    Tecnológico de Monterrey

    Effective Communication for Today’s Leader

    4.5
    Rating, 4.5 out of 5 stars
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    103 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
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    Packt

    MCP for Leaders - Architecting Context-Driven AI

    Skills you'll gain: Model Context Protocol, AI Enablement, Responsible AI, AI Product Strategy, Strategic Leadership, Multimodal Prompts, Business Leadership, Strategic Decision-Making, Artificial Intelligence, Decision Making, Governance, Case Studies, Product Roadmaps

    Intermediate · Course · 1 - 3 Months

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

  • GenAI for Supply Chain Optimization: Coursera
  • Strategy and Game Theory for Management: IIMA - IIM Ahmedabad
  • GenAI for Prototyping Basics: Coursera
  • Forecasting Models for Marketing Decisions: Emory University
  • HTML for Beginners: Getting Started: Coursera
  • Information Technology Fundamentals for Everyone: Illinois Tech
  • MuleSoft for Salesforce Developers: Packt
  • Adobe Premiere Pro for Beginners: Skillshare
  • Vector Databases for RAG: An Introduction: IBM
  • Public Speaking for Beginners - Speak with Confidence: Packt

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