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  • Math For Machine Learning

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


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    KodeKloud

    Docker Basics for DevOps

    Skills you'll gain: Docker (Software), Containerization, Application Deployment, DevOps, Linux Commands, Data Storage, Development Environment, Virtual Networking, YAML, Network Planning And Design

    4.7
    Rating, 4.7 out of 5 stars
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    41 reviews

    Beginner · Course · 1 - 3 Months

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    Macquarie University

    Pitching, Marketing and Sales For Startups

    Skills you'll gain: Value Propositions, Sales Strategy, Sales, Marketing Strategies, Storytelling, User Research, Presentations, Social Media Marketing, Customer Insights, Strategic Marketing, Goal Setting, Fundraising and Crowdsourcing, Brand Strategy, Entrepreneurial Finance, Key Performance Indicators (KPIs), Strategic Partnership, Business Priorities, Professional Networking

    Beginner · 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

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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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    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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    Macquarie University

    Structure, Funding and Negotiation For Startups

    Skills you'll gain: Value Propositions, Entrepreneurship, Social Impact, Target Audience, Customer Insights, Data-Driven Decision-Making, Strategic Partnership, Business Development, Presentations, Business Modeling, Relationship Building, New Product Development, Negotiation, Due Diligence, Fundraising, Financial Statements

    Beginner · Course · 1 - 3 Months

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    Coursera

    Data Science for Professionals

    Skills you'll gain: Predictive Modeling, Data Visualization, Statistical Analysis, Data Manipulation, Data Analysis, Data Science, Pandas (Python Package), Statistics, Data Wrangling, Data Cleansing, Data Preprocessing, Data-Driven Decision-Making, Business Analytics, Exploratory Data Analysis, Machine Learning

    4.7
    Rating, 4.7 out of 5 stars
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    21 reviews

    Beginner · Course · 1 - 4 Weeks

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    Amazon Web Services

    SageMaker Unified Studio Foundations for Data Analytics

    Skills you'll gain: AWS SageMaker, Generative AI, Data Lakes, Data Governance, Data Architecture, Data Management, SQL, Applied Machine Learning

    Beginner · Course · 1 - 4 Weeks

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    Board Infinity

    Forecasting for Marketers: Mastering Google Analytics

    Skills you'll gain: Marketing Budgets, Stakeholder Engagement, Data-Driven Decision-Making, Marketing Effectiveness, Marketing Planning, Analytics, Data Presentation, Predictive Modeling, Trend Analysis, Presentations, Dashboard, Performance Reporting, Data Quality

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    University of California, Santa Cruz

    C++ For C Programmers, Part A

    Skills you'll gain: C++ (Programming Language), Object Oriented Programming (OOP), Algorithms, C (Programming Language), Programming Principles, Computer Programming, Graph Theory, Data Structures, Debugging

    4.4
    Rating, 4.4 out of 5 stars
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    2.3K reviews

    Intermediate · Course · 1 - 3 Months

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

  • Docker Basics for DevOps: KodeKloud
  • Pitching, Marketing and Sales For Startups: Macquarie University
  • Microsoft Publisher for Office 365/2021: Logical Operations
  • Master Java Build Tools for ML Projects: Coursera
  • Avatar Psychology for Designers: Michigan State University
  • AI For Data Analysts: AI CERTs
  • Visual Perception for Self-Driving Cars: University of Toronto
  • Structure, Funding and Negotiation For Startups: Macquarie University
  • Data Science for Professionals: Coursera
  • SageMaker Unified Studio Foundations for Data Analytics: Amazon Web Services

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