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  • Math For Machine Learning

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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    University of Glasgow

    Applied AI for Engineers and Scientists: Foundations

    Skills you'll gain: Data Preprocessing, Model Evaluation, Engineering Practices, Matlab, Engineering Calculations, Classification Algorithms, Engineering Analysis, Engineering, Artificial Intelligence and Machine Learning (AI/ML), AI Enablement, Applied Mathematics, Artificial Neural Networks

    5
    Rating, 5 out of 5 stars
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    135 reviews

    Beginner · Specialization · 1 - 3 Months

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    IBM

    Practice Exam for CompTIA Tech+ Certification

    Skills you'll gain: Artificial Intelligence, Test Planning

    4.8
    Rating, 4.8 out of 5 stars
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    144 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Duke University

    Agile Strategy for Competitive Advantage

    Skills you'll gain: Market Trend, Strategic Thinking, Innovation, Market Opportunities, Business Strategy, Business Transformation, Competitive Analysis, Agile Project Management, Trend Analysis, Case Studies, Strategic Leadership, Strategic Decision-Making

    4.5
    Rating, 4.5 out of 5 stars
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    32 reviews

    Intermediate · Course · 1 - 4 Weeks

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    C

    Coursera

    Manager Toolkit: Learn Key Skills for Management Success

    Skills you'll gain: Productivity, Team Motivation, Team Leadership, Management Training And Development, Time Management, Team Management, Team Building, People Management, Leadership and Management, Teamwork, Delegation Skills, Trustworthiness, Leadership, Organizational Leadership, Leadership Development, Business Leadership, Conflict Management, Communication

    Beginner · Course · 1 - 4 Weeks

  • Status: New
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    Logical Operations

    Advanced Python: Apps for Desktop, Database, and Web

    Skills you'll gain: Web Services, Web Applications, Application Development, Database Application, User Interface (UI), Python Programming, Restful API, Databases, Application Security, Network Protocols, User Interface (UI) Design, Scripting, Relational Databases, Object Oriented Programming (OOP), Computer Programming, Software Development, Scripting Languages, Object Oriented Design, Programming Principles

    Mixed · Course · 1 - 4 Weeks

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    L&T EduTech

    Chip based VLSI design for Industrial Applications

    Skills you'll gain: Field-Programmable Gate Array (FPGA), Electronic Systems, Hardware Design, Application Specific Integrated Circuits, Electronics Engineering, Serial Peripheral Interface, Computational Logic, Electrical Engineering, Computer Architecture, Schematic Diagrams, Semiconductors, Electronic Hardware, Electronics, Electronic Components, Internet Of Things, Embedded Systems, Theoretical Computer Science, Electrical and Computer Engineering, Diagram Design, Programmable Logic Controllers

    4.5
    Rating, 4.5 out of 5 stars
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    167 reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial
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    C

    Coursera

    GenAI for Legal Risk Management

    Skills you'll gain: Legal Risk, Legal Technology, Compliance Management, Legal Strategy, Data Ethics, Responsible AI, AI Enablement, AI Workflows, Risk Management, Artificial Intelligence, Risk Analysis, Mitigation, Governance, Analysis, Innovation, Natural Language Processing

    Beginner · Course · 1 - 4 Weeks

  • Status: New
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    Skillshare

    Adobe Illustrator Basics for Beginners

    Skills you'll gain: Adobe Illustrator, Color Theory, Creative Design, Graphic and Visual Design, Data Import/Export, Logo Design, Graphic Design, Graphic and Visual Design Software, Scalability

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    E

    Emory University

    What Can AI Do for Marketing?

    Skills you'll gain: Marketing Analytics, AI Personalization, Data-Driven Decision-Making, Marketing Strategies, Marketing, AI Enablement, Marketing Effectiveness, Responsible AI, Customer experience improvement, Artificial Intelligence, Customer Insights, Data Collection

    4.6
    Rating, 4.6 out of 5 stars
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    55 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
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    G

    Google Cloud

    Preparing for Your Associate Cloud Engineer Journey

    Skills you'll gain: Cloud Management, Cloud Computing, Identity and Access Management, Google Cloud Platform, Cloud Infrastructure, Cloud Solutions, Cloud Deployment, Cloud Security, Cloud Storage, System Monitoring, Load Balancing

    4.7
    Rating, 4.7 out of 5 stars
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    3.1K reviews

    Intermediate · Course · 1 - 3 Months

  • C

    Coursera

    Flask for Beginners: Templates

    Skills you'll gain: Flask (Web Framework), Model View Controller, Back-End Web Development, Hypertext Markup Language (HTML), Python Programming

    Beginner · Guided Project · Less Than 2 Hours

  • C

    Coursera

    AngularJS for Beginners: Getting Started

    Skills you'll gain: Angular, Development Environment, Program Development, Web Development Tools, JavaScript Frameworks, Javascript, Web Components, Front-End Web Development, Web Development

    4.3
    Rating, 4.3 out of 5 stars
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    21 reviews

    Beginner · Guided Project · Less Than 2 Hours

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

  • Applied AI for Engineers and Scientists: Foundations: University of Glasgow
  • Practice Exam for CompTIA Tech+ Certification: IBM
  • Agile Strategy for Competitive Advantage: Duke University
  • Manager Toolkit: Learn Key Skills for Management Success: Coursera
  • Advanced Python: Apps for Desktop, Database, and Web: Logical Operations
  • Chip based VLSI design for Industrial Applications: L&T EduTech
  • GenAI for Legal Risk Management: Coursera
  • Adobe Illustrator Basics for Beginners: Skillshare
  • What Can AI Do for Marketing?: Emory University
  • Preparing for Your Associate Cloud Engineer Journey: Google Cloud

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