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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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    Logical Operations

    Microsoft PowerPoint for Office 365: Part 1

    Skills you'll gain: Microsoft PowerPoint, Presentations, Microsoft Office, Editing, Microsoft 365, Multimedia, Graphic and Visual Design, Graphics Software, Productivity Software, Data Visualization, User Interface (UI)

    Mixed · Course · 1 - 3 Months

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    Starweaver

    AI Agents for Cybersecurity

    Skills you'll gain: Responsible AI, AI Security, LLM Application, Threat Detection, Threat Modeling, Cyber Threat Intelligence, Cyber Threat Hunting, Generative AI Agents, Agentic Workflows, Agentic systems, Incident Response, Cyber Governance, Cyber Security Strategy, Data Ethics, Cyber Operations, AI Orchestration, Cybersecurity, Cyber Security Assessment, Risk Mitigation, Technology Strategies

    Intermediate · Course · 1 - 3 Months

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    University of California, Davis

    Wine Tasting: Sensory Techniques for Wine Analysis

    Skills you'll gain: Peer Review, Cultural Sensitivity, Analytical Skills, Detail Oriented, Verbal Communication Skills, Decision Making, Problem Solving

    4.7
    Rating, 4.7 out of 5 stars
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    536 reviews

    Beginner · Course · 1 - 3 Months

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    The State University of New York

    Decentralized Finance (DeFi) for Everyone

    Skills you'll gain: Digital Assets, Blockchain, Market Liquidity, FinTech, Financial Market, Cryptography, Cryptographic Protocols, Financial Systems, Payment Systems, Distributed Computing, Governance, Identity and Access Management, Financial Trading, Financial Regulation, Asset Management, Web Applications, Transaction Processing, Financial Services, Network Protocols, System Programming

    4
    Rating, 4 out of 5 stars
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    12 reviews

    Beginner · Specialization · 1 - 3 Months

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    Coursera

    Applying Python for Data Analysis

    Skills you'll gain: Pandas (Python Package), Data Analysis, Data-Driven Decision-Making, Data Manipulation, Data Visualization, Probability & Statistics, Business Analytics, Data Transformation, Statistics, Data Visualization Software, Data Processing, Data Cleansing, Data Preprocessing, Time Series Analysis and Forecasting, Data Import/Export, Python Programming

    4.5
    Rating, 4.5 out of 5 stars
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    17 reviews

    Beginner · Course · 1 - 4 Weeks

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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

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    Microsoft

    Microsoft Generative AI for Data Analysis

    Skills you'll gain: Prompt Engineering, Data Storytelling, Data Presentation, Dashboard, Interactive Data Visualization, Generative AI, Data Ethics, Responsible AI, Infographics, Data Visualization, Anomaly Detection, Excel Formulas, Predictive Modeling, Data Visualization Software, Microsoft Copilot, Business Reporting, Risk Analysis, Text Mining, Predictive Analytics, Automation

    4.2
    Rating, 4.2 out of 5 stars
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    132 reviews

    Intermediate · Professional Certificate · 3 - 6 Months

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    Logical Operations

    Microsoft Access for Office 365: Part 2

    Skills you'll gain: Microsoft Access, Relational Databases, Database Design, Database Management, Data Integrity, Databases, Data Validation, Database Software, Query Languages, Microsoft 365, Data Management, Microsoft Office, Data Presentation, Productivity Software, User Interface (UI), User Interface (UI) Design

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
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    Board Infinity

    Frontend for Java Full Stack Development

    Skills you'll gain: Angular, HTML and CSS, Front-End Web Development, Javascript, Software Design Patterns, Web Components, Web Applications, Cascading Style Sheets (CSS), Web Development, TypeScript, Responsive Web Design

    4.4
    Rating, 4.4 out of 5 stars
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    107 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Python for Beginners: Data Structures

    Skills you'll gain: Data Structures, Plot (Graphics), Data-oriented programming, Programming Principles, Python Programming, Data Storage

    4.4
    Rating, 4.4 out of 5 stars
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    46 reviews

    Intermediate · Guided Project · Less Than 2 Hours

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    Packt

    Cloud Native Buildpacks – Hands-on for Beginners

    Skills you'll gain: CI/CD, Build Tools, DevOps

    Beginner · Course · 1 - 3 Months

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    Niel Asher Education

    Olympic Lifting Fundamentals for Strength and Power

    Skills you'll gain: Lifting Ability, Injury Prevention, Exercise Science, Athletic Training, Coaching, Train The Trainer, Physical Stamina, Goal Setting, Safety Standards, Mobility Assistance, Mechanics

    Intermediate · Course · 1 - 4 Weeks

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

  • Microsoft PowerPoint for Office 365: Part 1: Logical Operations
  • AI Agents for Cybersecurity : Starweaver
  • Wine Tasting: Sensory Techniques for Wine Analysis: University of California, Davis
  • Decentralized Finance (DeFi) for Everyone: The State University of New York
  • Applying Python for Data Analysis: Coursera
  • Adobe Premiere Pro for Beginners: Skillshare
  • Microsoft Generative AI for Data Analysis: Microsoft
  • Microsoft Access for Office 365: Part 2: Logical Operations
  • Frontend for Java Full Stack Development: Board Infinity
  • Python for Beginners: Data Structures: Coursera

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