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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: New
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    Coursera

    Master Java Build Tools for ML Projects

    Skills you'll gain: Build Tools, CI/CD, Software Development Tools, Java, Gradle, Apache Maven, MLOps (Machine Learning Operations), Package and Software Management, Dependency Analysis

    Advanced · Course · 1 - 4 Weeks

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    Michigan State University

    Avatar Psychology for Designers

    Skills you'll gain: Persona (User Experience), Research Design, Game Design, Design, Animation and Game Design, User Experience Design, Diversity Awareness, Augmented and Virtual Reality (AR/VR), Psychology, User Research, Cultural Sensitivity

    3.8
    Rating, 3.8 out of 5 stars
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    27 reviews

    Beginner · Course · 1 - 4 Weeks

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    AI CERTs

    AI For Data Analysts

    Skills you'll gain: Agentic systems, Responsible AI, Data Pipelines, Law, Regulation, and Compliance, Data Ethics, Model Evaluation, Information Privacy, Data Processing, AI Workflows, Data Analysis, No-Code Development, Analytical Skills, Machine Learning, Artificial Intelligence, Real Time Data, Ethical Standards And Conduct, Machine Learning Algorithms, Data Collection

    Intermediate · Course · 1 - 3 Months

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    Logical Operations

    Microsoft Publisher for Office 365/2021

    Skills you'll gain: Microsoft Office, Microsoft 365, Layout Design, Digital Publishing, Proofreading, Graphic Design, Content Management, Editing, Content Creation, Graphic and Visual Design Software, Productivity Software, Data Sharing, Writing and Editing, Design, Typography, Multimedia, File Management, Marketing

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
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    University of Toronto

    Visual Perception for Self-Driving Cars

    Skills you'll gain: Computer Vision, Convolutional Neural Networks, Image Analysis, Deep Learning, Artificial Neural Networks, Robotics, Machine Learning Algorithms, Linear Algebra

    4.7
    Rating, 4.7 out of 5 stars
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    583 reviews

    Advanced · Course · 1 - 3 Months

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    Meta

    WhatsApp Business Platform for Developers

    Skills you'll gain: Quality Monitoring, Cloud API, Application Programming Interface (API), Web Services, Customer Relationship Management (CRM) Software, Customer Communications Management, Account Management, Business Communication, Data Migration

    4.5
    Rating, 4.5 out of 5 stars
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    104 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    University of Alberta

    Reviews & Metrics for Software Improvements

    Skills you'll gain: Sprint Retrospectives, Scrum (Software Development), Software Technical Review, Agile Project Management, Agile Software Development, Software Quality Assurance, Agile Methodology, User Story, Sprint Planning, Requirements Analysis, User Research

    4.7
    Rating, 4.7 out of 5 stars
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    1.7K reviews

    Mixed · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Johns Hopkins University

    Introduction to AI for Cybersecurity

    Skills you'll gain: AI Security, Cybersecurity, Cyber Attacks, Fraud detection, Email Security, Threat Detection, Jupyter, Authentications, Intrusion Detection and Prevention, Machine Learning Algorithms, Artificial Intelligence, Multi-Factor Authentication, Anomaly Detection, Natural Language Processing, Machine Learning, Supervised Learning

    4.2
    Rating, 4.2 out of 5 stars
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    85 reviews

    Intermediate · Course · 1 - 4 Weeks

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    University of Colorado Boulder

    Engineering Foundation for Building Energy Systems

    Skills you'll gain: Building Services Engineering, Architectural Engineering, HVAC, Building Design, Energy and Utilities, Engineering, Thermal Management, Sustainable Engineering, Engineering Calculations, Engineering Analysis, Climate Change Mitigation

    Advanced · Course · 1 - 3 Months

  • Status: New
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    Khalifa University

    AI for Executives: AI for Customer Relationship Management

    Skills you'll gain: AI Personalization, Sales Enablement, Customer Data Management, Sales Management, AI Enablement, Customer experience improvement, Predictive Analytics, AI Product Strategy, Customer Insights, Customer Engagement, Advanced Analytics, Large Language Modeling, Fraud detection, Artificial Intelligence, Data Integration, Network Analysis, User Feedback, Technology Roadmaps, Change Management

    Beginner · Course · 1 - 3 Months

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    Deep Teaching Solutions

    A tanulás tanulása: Hatékony mentális eszközök, melyek segítenek megbirkózni a nehéz tantárgyakkal (Learning How to Learn)

    Skills you'll gain: Lifelong Learning, Learning Strategies, Time Management, Human Learning, Mental Concentration, Creativity, Growth Mindedness, Persistence, Curiosity, Collaboration, Personal Development, Stress Management

    4.9
    Rating, 4.9 out of 5 stars
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    442 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: New
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    Coursera

    Analyze Multimodal AI for Business Insights

    Skills you'll gain: Multimodal Prompts, Data Presentation, Strategic Thinking, AI Enablement, Customer Insights, Large Language Modeling, Analytical Skills, Data Synthesis

    Intermediate · Course · 1 - 4 Weeks

Searches related to math for machine learning

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

  • Master Java Build Tools for ML Projects: Coursera
  • Avatar Psychology for Designers: Michigan State University
  • AI For Data Analysts: AI CERTs
  • Microsoft Publisher for Office 365/2021: Logical Operations
  • Visual Perception for Self-Driving Cars: University of Toronto
  • WhatsApp Business Platform for Developers: Meta
  • Reviews & Metrics for Software Improvements: University of Alberta
  • Introduction to AI for Cybersecurity: Johns Hopkins University
  • Engineering Foundation for Building Energy Systems: University of Colorado Boulder
  • AI for Executives: AI for Customer Relationship Management: Khalifa University

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