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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: Preview
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    C

    Coursera

    GenAI for Compliance Officers: Streamline Regulatory Reports

    Skills you'll gain: Compliance Reporting, Prompt Engineering, Google Gemini, AI Workflows, Compliance Management, Microsoft Copilot, Generative AI, Business Process Automation, Regulatory Requirements, Data Validation, Business Workflow Analysis, Process Design, Verification And Validation, Automation

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Preview
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    U

    University of California, Davis

    AI-Powered Content Creation for Social Media Success

    Skills you'll gain: Social Media Content, Social Media Strategy, Social Media Marketing, Campaign Management, Content Performance Analysis, Content Creation, AI Personalization, Digital Media Strategy, Prompt Engineering, Marketing Strategies, Content Strategy, Generative AI, Persona Development, Artificial Intelligence, Continuous Improvement Process, Responsible AI, Data Analysis

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    C

    Coursera

    Motiff for Beginners: Crafting Simple UI Designs

    Skills you'll gain: User Interface (UI) Design, Adobe XD, Wireframing, Figma (Design Software), UI Components, Web Design and Development, Responsive Web Design, Usability Testing, Design, AI Workflows, Design Software, Prototyping

    Beginner · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Gemini for Cloud Architects - Deutsch

    Skills you'll gain: Google Gemini, Google Cloud Platform, Generative AI, Kubernetes, Application Deployment, Prompt Engineering, Cloud Deployment, Cloud Infrastructure, Shell Script, Infrastructure as Code (IaC)

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    D

    Duke University

    Designing Larger Python Programs for Data Science

    Skills you'll gain: Python Programming, Simulations, Debugging, Pandas (Python Package), Program Development, Unit Testing, Test Case, Data Science, Software Design, Computational Thinking, Integration Testing, Computer Programming, Object Oriented Programming (OOP), Data Manipulation, Software Development

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Build social awareness content for Instagram with Canva

    Skills you'll gain: Canva (Software), Instagram, Social Media Content, Social Media, Content Creation, Graphic Design, Advertising, Design, Social Media Marketing, Social Media Campaigns, Video Production, Social Justice

    4.6
    Rating, 4.6 out of 5 stars
    ·
    13 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • C

    Coursera

    Using probability distributions for real world problems in R

    Skills you'll gain: Statistical Inference, Probability Distribution, R Programming, Statistical Visualization, Statistics, Data Visualization, Statistical Analysis, Statistical Modeling, Statistical Hypothesis Testing, Data Analysis, Probability

    4.8
    Rating, 4.8 out of 5 stars
    ·
    37 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • G

    Google Cloud

    Gemini for Security Engineers - Deutsch

    Skills you'll gain: Cloud Deployment, Google Gemini, Google Cloud Platform, AI Security, Generative AI, Cloud Security, System Configuration, Vulnerability Assessments

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    M

    Microsoft

    Coding and Automation for Data Analysis with Generative AI

    Skills you'll gain: Prompt Engineering, Excel Formulas, Generative AI, Data Pipelines, Responsible AI, Data Processing, Debugging, Microsoft Excel, Automation, Data Transformation, Artificial Intelligence, Data Analysis, SQL, Natural Language Processing

    4.5
    Rating, 4.5 out of 5 stars
    ·
    10 reviews

    Intermediate · Course · 1 - 3 Months

  • G

    Google Cloud

    Gemini for DevOps Engineers - 한국어

    Skills you'll gain: DevOps, Gemini, IT Infrastructure, Kubernetes, Google Cloud Platform, AI Enablement, Continuous Integration, Artificial Intelligence, Build Tools

    Beginner · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    P

    Pearson

    SQL for Any IT Professional: Unit 2

    Skills you'll gain: Database Design, Relational Databases, Database Management, Database Development, Database Systems, SQL, Data Integrity, Data Modeling, Data Management, Data Structures

    Intermediate · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Gemini for Application Developers - 한국어

    Skills you'll gain: Google Gemini, Google Cloud Platform, Cloud Development, Application Development, Integrated Development Environments, Code Review

    Beginner · Course · 1 - 4 Weeks

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

  • GenAI for Compliance Officers: Streamline Regulatory Reports: Coursera
  • AI-Powered Content Creation for Social Media Success: University of California, Davis
  • Motiff for Beginners: Crafting Simple UI Designs: Coursera
  • Gemini for Cloud Architects - Deutsch: Google Cloud
  • Designing Larger Python Programs for Data Science: Duke University
  • Build social awareness content for Instagram with Canva: Coursera
  • Using probability distributions for real world problems in R: Coursera
  • Gemini for Security Engineers - Deutsch: Google Cloud
  • Coding and Automation for Data Analysis with Generative AI: Microsoft
  • Gemini for DevOps Engineers - 한국어: Google Cloud

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