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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


  • Status: New
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    CertNexus

    IoT Security: Access Control and Network Security

    Skills you'll gain: Network Security, Mobile Security, System Monitoring, Network Monitoring, Security Controls, Internet Of Things, Wireless Networks, Application Security, Information Systems Security, Continuous Monitoring, Authorization (Computing), Cybersecurity, Identity and Access Management, Cyber Attacks, General Networking, Authentications, Cloud Security, TCP/IP, Cloud Services, Cloud Platforms

    Mixed · Course · 1 - 4 Weeks

  • Status: New
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    Packt

    Blender Beginner's Bootcamp

    Skills you'll gain: 3D Assets, 3D Modeling, Visualization (Computer Graphics), Computer Graphics, Animations, Simulations

    Beginner · Course · 3 - 6 Months

  • Status: Free Trial
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    University of California, Santa Cruz

    Bayesian Statistics

    Skills you'll gain: Bayesian Statistics, Time Series Analysis and Forecasting, Statistical Inference, Statistical Methods, R Programming, Forecasting, Probability & Statistics, Statistical Modeling, Technical Communication, Data Presentation, Probability, Statistics, Statistical Software, Probability Distribution, Statistical Analysis, Data Analysis, Markov Model, Model Evaluation, R (Software), Data Science

    4.6
    Rating, 4.6 out of 5 stars
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    3.5K reviews

    Intermediate · Specialization · 3 - 6 Months

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    Packt

    Hands-On Projects with HTML, CSS, and JavaScript

    Skills you'll gain: Responsive Web Design, Front-End Web Development, HTML and CSS, Bootstrap (Front-End Framework), Web Design, User Interface (UI), Cascading Style Sheets (CSS), Hypertext Markup Language (HTML), User Interface and User Experience (UI/UX) Design, Event-Driven Programming, Web Applications, UI Components, Web Development, Interactive Design, User Interface (UI) Design, Javascript, jQuery, User Experience Design, Web Design and Development, Animations

    Intermediate · Specialization · 3 - 6 Months

  • Status: New
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    University of London

    Data-driven websites: JSON, APIs and Templates

    Skills you'll gain: JSON, Restful API, Ajax, Javascript, Web Development Tools, Hypertext Markup Language (HTML), Cascading Style Sheets (CSS), Data Structures

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
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    Universidades Anáhuac

    Topics of Medical Spanish III: Dentistry and Oral Health

    Skills you'll gain: Oral and Dental Care, Dental Procedures

    Intermediate · Course · 1 - 3 Months

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    Illinois Tech

    Health Informatics Capstone & Innovation Project

    Skills you'll gain: Responsible AI, Health Technology, Health Informatics, Clinical Informatics, Electronic Medical Record, Technology Roadmaps, Patient Flow, Public Health, Innovation, Healthcare Project Management, Systems Integration, Artificial Intelligence, Data Analysis, Data Ethics, Interoperability, Emerging Technologies, Solution Design, Model Evaluation, Application Programming Interface (API), Project Management

    Mixed · Course · 1 - 4 Weeks

  • Status: New
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    SkillUp

    Neurodiversity in the Workplace

    Skills you'll gain: Diversity and Inclusion, Diversity Training, Diversity Equity and Inclusion Initiatives

    Beginner · Course · 1 - 4 Weeks

  • Status: New
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    National Taiwan University

    Operations Research

    Skills you'll gain: Operations Research, Mathematical Modeling, Process Optimization, Report Writing, Network Model, Applied Mathematics, Process Improvement and Optimization, Business Modeling, Industrial Engineering, Linear Algebra, Numerical Analysis, Operations Management, Applied Machine Learning, Resource Allocation, Case Studies, Engineering Calculations, Algorithms, Feasibility Studies, Project Design, Business Analytics

    4.8
    Rating, 4.8 out of 5 stars
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    722 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
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    IBM

    Generative AI: Foundation Models and Platforms

    Skills you'll gain: Generative AI, Generative Model Architectures, Generative Adversarial Networks (GANs), OpenAI, Hugging Face, Large Language Modeling, Prompt Engineering, IBM Cloud, Deep Learning, Natural Language Processing

    4.7
    Rating, 4.7 out of 5 stars
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    304 reviews

    Beginner · Course · 1 - 4 Weeks

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    Packt

    Intermediate C# Concepts and 2D Game Development

    Skills you'll gain: Android Development, User Interface (UI) Design, Animation and Game Design, Mobile Development, Linear Algebra, Computer Graphics

    Intermediate · Course · 1 - 3 Months

  • Status: New
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    Alex Genadinik

    Create An AI Agent With Replit That Automates Your Sales

    Skills you'll gain: Generative AI Agents, Email Automation, Vibe coding, Agentic Workflows, Agentic systems, AI Workflows, AI Orchestration, Sales Process, Marketing Automation, HubSpot CRM, Sales Enablement, Sales Pipelines, Software As A Service, Sales Development, Lead Generation, Business Development, Prompt Engineering, New Business Development, Application Deployment, Campaign Management

    Mixed · Course · 1 - 3 Months

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

  • IoT Security: Access Control and Network Security: CertNexus
  • Blender Beginner's Bootcamp: Packt
  • Bayesian Statistics: University of California, Santa Cruz
  • Hands-On Projects with HTML, CSS, and JavaScript: Packt
  • Data-driven websites: JSON, APIs and Templates: University of London
  • Topics of Medical Spanish III: Dentistry and Oral Health: Universidades Anáhuac
  • Health Informatics Capstone & Innovation Project: Illinois Tech
  • Neurodiversity in the Workplace: SkillUp
  • Operations Research: National Taiwan University
  • Generative AI: Foundation Models and Platforms: IBM

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