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  • Math For Machine Learning

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


  • Status: Free Trial
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    Duke University

    Programming Fundamentals

    Skills you'll gain: Programming Principles, Algorithms, C (Programming Language), Computer Programming, Software Engineering, Problem Solving, Solution Design

    4.7
    Rating, 4.7 out of 5 stars
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    7K reviews

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    Test and Secure Your AI Code

    Skills you'll gain: AI Security, Test Driven Development (TDD), Vulnerability Assessments, Unit Testing, Code Coverage, Vulnerability Scanning, Continuous Integration, Dependency Analysis, Secure Coding, CI/CD, Software Testing, Test Automation, Integration Testing, Continuous Deployment, Software Versioning, Large Language Modeling

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
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    Coursera

    Applied Financial Analysis

    Skills you'll gain: Financial Modeling, Variance Analysis, Key Performance Indicators (KPIs), Bookkeeping, Financial Forecasting, Revenue Forecasting, Budget Management, Financial Statement Analysis, Business Reporting, Dashboard, Capital Budgeting, Financial Controls, Financial Reporting, Financial Analysis, Process Improvement, Financial Services, Financial Data, Investments, Predictive Analytics, Data-Driven Decision-Making

    Intermediate · Specialization · 3 - 6 Months

  • Status: Preview
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    Y

    Yale University

    Understanding Medical Research: Your Facebook Friend is Wrong

    Skills you'll gain: Research Design, Medical Science and Research, Statistical Methods, Descriptive Statistics, Data Literacy, Scientific Methods, Clinical Research, Research, Biostatistics, Sampling (Statistics), Medical Terminology

    4.9
    Rating, 4.9 out of 5 stars
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    2.2K reviews

    Beginner · Course · 1 - 3 Months

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    Logical Operations

    Project Management: Applying Predictive and Adaptive Methods

    Skills you'll gain: Cost Management, Project Risk Management, Project Schedules, Project Closure, Cost Estimation, Project Performance, Project Management, Project Scoping, Project Planning, Scope Management, Team Leadership, Sprint Planning, Agile Project Management, Vendor Management, Change Control, Communication Planning, Sprint Retrospectives, Leadership, Conflict Management, Leadership Development

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    I

    IBM

    Introduction to Data Engineering

    Skills you'll gain: Data Store, Extract, Transform, Load, Data Architecture, Data Pipelines, Big Data, Data Warehousing, Data Governance, Apache Hadoop, Relational Databases, Apache Spark, Data Lakes, Databases, SQL, NoSQL, Data Security, Data Science

    4.7
    Rating, 4.7 out of 5 stars
    ·
    3.6K reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: New
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    Logical Operations

    PCAP: Python OOP and Code Streamlining

    Skills you'll gain: Object Oriented Programming (OOP), Object Oriented Design, Python Programming, Computer Programming, Code Review, Programming Principles, Maintainability, Scripting, Scripting Languages, Software Development

    Mixed · Course · 1 - 4 Weeks

  • Status: Free Trial
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    LearnQuest

    Artificial Intelligence Algorithms Models and Limitations

    Skills you'll gain: Model Evaluation, Predictive Modeling, Data Ethics, Algorithms, Machine Learning, Predictive Analytics, Responsible AI, Artificial Intelligence, Machine Learning Algorithms, AI Enablement, Artificial Intelligence and Machine Learning (AI/ML), Ethical Standards And Conduct, Generative AI, Economics

    4.7
    Rating, 4.7 out of 5 stars
    ·
    528 reviews

    Beginner · Course · 1 - 4 Weeks

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    Packt

    Networking Basics and TCP/IP Fundamentals

    Skills you'll gain: Network Architecture, Routing Protocols

    Beginner · Course · 1 - 3 Months

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    EDUCBA

    Analyze and Build Dashboards Using AWS QuickSight

    Skills you'll gain: Cloud-Native Computing, Business Intelligence Software, Amazon Web Services, Data Manipulation, Data Import/Export

    Beginner · Course · 1 - 4 Weeks

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    Logical Operations

    HTML5: Content Authoring Fundamentals

    Skills you'll gain: HTML and CSS, Hypertext Markup Language (HTML), Web Content Accessibility Guidelines, Web Design and Development, Web Design, Web Content, Web Development, Cascading Style Sheets (CSS), Responsive Web Design, Web Applications, Front-End Web Development, Browser Compatibility, Web Development Tools, Software Development, Embeddings, Software Design

    Mixed · Course · 1 - 3 Months

  • Status: New
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    LearnQuest

    Optimize Virtual Selling with Technology

    Skills you'll gain: Sales Prospecting, Sales, Technical Sales, Sales Pipelines, Sales Strategy, Sales Presentations, Consultative Selling, Return On Investment, Customer Engagement, Needs Assessment, Customer Relationship Management (CRM) Software, Social Media, Relationship Building, Overcoming Objections

    Beginner · Course · 1 - 4 Weeks

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

  • Programming Fundamentals: Duke University
  • Test and Secure Your AI Code: Coursera
  • Applied Financial Analysis: Coursera
  • Understanding Medical Research: Your Facebook Friend is Wrong: Yale University
  • Project Management: Applying Predictive and Adaptive Methods: Logical Operations
  • Introduction to Data Engineering: IBM
  • PCAP: Python OOP and Code Streamlining: Logical Operations
  • Artificial Intelligence Algorithms Models and Limitations: LearnQuest
  • Networking Basics and TCP/IP Fundamentals: Packt
  • Analyze and Build Dashboards Using AWS QuickSight: EDUCBA

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