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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: Free
    Free
    C

    Coursera

    Notion for Beginners: Create a Project Plan

    Skills you'll gain: Milestones (Project Management), Goal Setting, Timelines, Project Management Software, Delegation Skills, Project Planning, Project Coordination, Databases, Project Management, Coordinating, Collaborative Software, Team Building, Prioritization

    4.4
    Rating, 4.4 out of 5 stars
    ·
    16 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • Status: Preview
    Preview
    B

    Ball State University

    Statistical Methods for Data Science

    Skills you'll gain: Statistical Hypothesis Testing, Probability Distribution, Statistical Methods, Probability, Sampling (Statistics), Statistical Analysis, Dimensionality Reduction, Data Science, Statistical Modeling, Bayesian Statistics, Statistical Inference, Simulations, R Programming

    Build toward a degree

    Intermediate · Course · 1 - 3 Months

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

    Politecnico di Milano

    Agile Project Management for digital projects

    Skills you'll gain: Agile Project Management, Agile Methodology, User Story, Sprint Planning, Sprint Retrospectives, Backlogs, Project Management Software, Team Management, Continuous Improvement Process, Customer Engagement

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    D

    Duke University

    Virtualization, Docker, and Kubernetes for Data Engineering

    Skills you'll gain: Site Reliability Engineering, Docker (Software), Containerization, Kubernetes, Virtualization, Cloud Deployment, Devops Tools, Microservices, Application Deployment, Virtual Machines, Cloud Development, Database Management, Cloud-Based Integration, Scalability

    3.8
    Rating, 3.8 out of 5 stars
    ·
    45 reviews

    Advanced · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    C

    Coursera

    Build AI Apps Like a Pro: No-Code Tools for Beginners

    Skills you'll gain: User Story, Prompt Engineering, No-Code Development, User Feedback, Technical Communication, Application Deployment, AI Security, Performance Tuning, Data Wrangling, Version Control, Business Process Automation, API Testing, DevSecOps, Site Reliability Engineering, Integration Testing, Application Security, Application Programming Interface (API), Agile Methodology, LLM Application, Data Integration

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    I

    ISC2

    Privacy and Security for Healthcare Organizations​

    Skills you'll gain: Medical Privacy, Personally Identifiable Information, Health Insurance Portability And Accountability Act (HIPAA) Compliance, Information Privacy, Security Awareness, Data Security, Cybersecurity, Information Assurance, Security Controls, Health Information Management, Data Sharing, Data Access, Identity and Access Management, Regulatory Compliance

    Beginner · Course · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    E

    Edureka

    Generative AI for Automating HR Workflows

    Skills you'll gain: Human Resources, Responsible AI, Developing Training Materials, Generative AI, AI Enablement, Workforce Development, Miro AI, Data Ethics, Recruitment, Generative AI Agents, People Analytics, People Management, AI Personalization, Talent Management, Automation, Talent Acquisition, Prompt Engineering, No-Code Development, Agentic systems, Business Operations

    Beginner · Specialization · 1 - 3 Months

  • C

    Coursera

    Configuring for Scala with IntelliJ IDEA

    Skills you'll gain: IntelliJ IDEA, Software Development Tools, Development Environment, Scala Programming, Build Tools, Software Development, Software Installation, Software Engineering

    4.5
    Rating, 4.5 out of 5 stars
    ·
    24 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    U

    University of California San Diego

    Design Thinking and Predictive Analytics for Data Products

    Skills you'll gain: Supervised Learning, Feature Engineering, Predictive Modeling, Predictive Analytics, Data Manipulation, Classification Algorithms, Applied Machine Learning, Design Thinking, Machine Learning Algorithms, Scikit Learn (Machine Learning Library), Data Cleansing, Data Preprocessing, Regression Analysis, Tensorflow, Statistical Methods, Logistic Regression

    4.5
    Rating, 4.5 out of 5 stars
    ·
    66 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    V

    Vanderbilt University

    Prompt Engineering

    Skills you'll gain: Prompt Engineering, ChatGPT, Prompt Patterns, Ideation, Verification And Validation, Data Presentation, LLM Application, Productivity, OpenAI, Document Management, Responsible AI, AI Enablement, Generative AI, Creativity, Large Language Modeling, Risk Management Framework, Artificial Intelligence, Problem Solving, Data Analysis, Information Management

    4.8
    Rating, 4.8 out of 5 stars
    ·
    8.7K reviews

    Beginner · Specialization · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Colorado System

    Cybersecurity Policy for Water and Electricity Infrastructures

    Skills you'll gain: Risk Management Framework, Infrastructure Security, Cyber Security Policies, Security Management, NIST 800-53, Cybersecurity, Cyber Security Strategy, Security Strategy, Cyber Risk, System Monitoring

    4.6
    Rating, 4.6 out of 5 stars
    ·
    181 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    S

    SkillUp

    Business Analysis: Preparation Exam for ECBA Certification

    Skills you'll gain: Business Analysis, Process Analysis, Business Requirements, Business Process Modeling, Needs Assessment, Requirements Management, Ethical Standards And Conduct, Prioritization, Stakeholder Engagement

    4.9
    Rating, 4.9 out of 5 stars
    ·
    24 reviews

    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

  • Notion for Beginners: Create a Project Plan: Coursera
  • Statistical Methods for Data Science: Ball State University
  • Agile Project Management for digital projects: Politecnico di Milano
  • Virtualization, Docker, and Kubernetes for Data Engineering: Duke University
  • Build AI Apps Like a Pro: No-Code Tools for Beginners: Coursera
  • Privacy and Security for Healthcare Organizations​: ISC2
  • Generative AI for Automating HR Workflows: Edureka
  • Configuring for Scala with IntelliJ IDEA: Coursera
  • Design Thinking and Predictive Analytics for Data Products: University of California San Diego
  • Prompt Engineering: Vanderbilt University

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