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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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    IBM

    Generative AI for UI UX Design

    Skills you'll gain: Prompt Engineering, Prompt Patterns, ChatGPT, Generative AI, Design Research, Persona (User Experience), User Interface and User Experience (UI/UX) Design, Experience Design, AI Product Strategy, User Interface (UI) Design, Brainstorming, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Large Language Modeling, Human Centered Design, User Story, Wireframing, Deep Learning, Ideation, Machine Learning

    4.7
    Rating, 4.7 out of 5 stars
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    11K reviews

    Beginner · Specialization · 1 - 3 Months

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    University of Michigan

    Python Fundamentals for Designers

    Skills you'll gain: Interactive Data Visualization, Interactive Design, Programming Principles, Visualization (Computer Graphics), Python Programming, Graphic and Visual Design, Computer Graphics, Computational Logic, Computer Programming, Data Import/Export, Computational Thinking, Data Structures, Animations

    5
    Rating, 5 out of 5 stars
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    7 reviews

    Beginner · Course · 1 - 3 Months

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    University of Colorado Boulder

    Methods for Solving Problems

    Skills you'll gain: Problem Solving, Computational Thinking, Probability, Mathematical Modeling, Deductive Reasoning, Behavioral Economics, Algorithms, Analytical Skills, Theoretical Computer Science

    4.4
    Rating, 4.4 out of 5 stars
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    184 reviews

    Beginner · Course · 1 - 4 Weeks

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    Microsoft

    Copilot for Power BI

    Skills you'll gain: Microsoft Copilot, Generative AI, Power BI, AI Product Strategy, Data Presentation, Interactive Data Visualization, Data Storytelling, Process Optimization, Data Analysis Expressions (DAX), Business Intelligence, Prompt Engineering, Product Demonstration, Data Analysis

    4.5
    Rating, 4.5 out of 5 stars
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    54 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Python Scripting for DevOps

    Skills you'll gain: Scripting, Python Programming, Computer Programming Tools, Devops Tools, Software Development Tools, Data Structures, Programming Principles, Program Development

    4.4
    Rating, 4.4 out of 5 stars
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    28 reviews

    Intermediate · Guided Project · Less Than 2 Hours

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    Infosec

    Python for Active Defense

    Skills you'll gain: Cyber Threat Hunting, Threat Detection, Exploit development, System Monitoring, Cybersecurity, Cyber Operations, Continuous Monitoring, Network Security, Network Monitoring, Python Programming, Scripting, Scripting Languages

    4.5
    Rating, 4.5 out of 5 stars
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    82 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
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    U

    University of Leeds

    Programming for Data Science

    Skills you'll gain: Jupyter, Programming Principles, Computer Programming, Python Programming, Development Environment, Software Installation, Data Structures, Data Science, Software Documentation, Debugging

    4.4
    Rating, 4.4 out of 5 stars
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    30 reviews

    Beginner · Course · 1 - 4 Weeks

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    Dassault Systèmes

    SOLIDWORKS xDesign for Education

    Skills you'll gain: SolidWorks (CAD), 3D Modeling, Computer-Aided Design, Technical Design, Assembly Drawing, Engineering Drawings, Engineering Design Process, Technical Drawing, Mechanical Design, Mechanical Engineering, Design Elements And Principles

    4.4
    Rating, 4.4 out of 5 stars
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    23 reviews

    Beginner · Specialization · 3 - 6 Months

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    University of Geneva

    Operational Research for Humanitarians

    Skills you'll gain: Research Methodologies, Health Policy, Research, Qualitative Research, Surveys, Community Outreach, Policty Analysis, Research, and Development, Investigation, Ethical Standards And Conduct, Data Collection, Accountability, Case Studies, Decision Making, Adaptability

    4.8
    Rating, 4.8 out of 5 stars
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    150 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
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    Coursera

    GenerativeAI for Customer Success

    Skills you'll gain: Customer Success Management, Generative AI Agents, Customer Service, Customer experience improvement, AI Personalization, Customer Engagement, Client Support, Personalized Service, LLM Application, Business Process Automation, Business Ethics, Information Privacy, Systems Integration

    4.3
    Rating, 4.3 out of 5 stars
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    38 reviews

    Intermediate · Course · 1 - 4 Weeks

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    KodeKloud

    Kubernetes Basics for DevOps

    Skills you'll gain: Kubernetes, Microservices, Containerization, Cloud-Native Computing, Docker (Software), DevOps, Application Deployment, YAML, General Networking, Scalability, Command-Line Interface

    4.6
    Rating, 4.6 out of 5 stars
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    20 reviews

    Beginner · Course · 1 - 3 Months

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    Starweaver

    Gen AI For Sustainability

    Skills you'll gain: Responsible AI, Sustainable Development, Data Ethics, Generative AI, Sustainable Systems, Corporate Sustainability, Sustainability Reporting, Diversity and Inclusion, Artificial Intelligence, Environmental Social And Corporate Governance (ESG), Case Studies, Business Ethics, Climate Change Mitigation, Environmental Monitoring, Supply Chain Planning, Problem Solving, Content Strategy

    Intermediate · Course · 1 - 4 Weeks

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

  • Generative AI for UI UX Design: IBM
  • Python Fundamentals for Designers: University of Michigan
  • Methods for Solving Problems: University of Colorado Boulder
  • Copilot for Power BI : Microsoft
  • Python Scripting for DevOps: Coursera
  • Python for Active Defense: Infosec
  • Programming for Data Science: University of Leeds
  • SOLIDWORKS xDesign for Education: Dassault Systèmes
  • Operational Research for Humanitarians: University of Geneva
  • GenerativeAI for Customer Success: Coursera

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