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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: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Introduction to Modeling for Formal Verification

    Skills you'll gain: Systems Design, Computational Logic, Verification And Validation, Computer Engineering, Communication Systems, Software Systems, Process Modeling, Theoretical Computer Science, Graph Theory

    4.7
    Rating, 4.7 out of 5 stars
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    11 reviews

    Beginner · Course · 1 - 4 Weeks

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    U

    Universitat Politècnica de València

    School gardens for future citizens

    Skills you'll gain: Education Software and Technology, Collaborative Software, Digital pedagogy, Education and Training, Google Workspace, Internet Of Things, Sustainable Development, digital literacy, Emerging Technologies, Environmental Issue, Technology Solutions, Data Management

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
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    J

    Johns Hopkins University

    Documentation and Usability for Cancer Informatics

    Skills you'll gain: Usability, User Experience Design, User Centered Design, Software Documentation, Usability Testing, Technical Documentation, Bioinformatics, End User Training and Support, Technical Writing, Technical Communication, Product Development, Writing

    Intermediate · Course · 1 - 3 Months

  • P

    Packt

    AI Demystified - A Simple Guide for Newcomers

    Skills you'll gain: Machine Learning Methods, Machine Learning Algorithms, AI Security, AI literacy, Supervised Learning, Large Language Modeling, Generative AI, Model Training, Reinforcement Learning

    Beginner · Course · 1 - 3 Months

  • Status: New
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    C

    Creo Incubator

    Valuations of startups for Venture Capitalists

    Skills you'll gain: Competitive Analysis, Sales Strategy, Entrepreneurial Finance, Market Analysis, Product Development, Go To Market Strategy, Market Opportunities, Market Research, New Product Development, Sales Process, Financial Acumen, Sales Management, Accounting, Financial Analysis, Experience Design, User Experience, Target Market, Entrepreneurship, Business Valuation, Fundraising

    Intermediate · Specialization · 1 - 3 Months

  • Status: Free Trial
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    C

    Coursera

    SMART Communication for Marketing Goals

    Skills you'll gain: Smart Goals, Concision, Performance Metric, Marketing Communications, Goal Setting, Project Performance, Internal Communications, Communication, Strategic Communication, Writing

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    M

    Microsoft

    Preparing for DP-900: Microsoft Azure Data Fundamentals Exam

    Skills you'll gain: Azure Synapse Analytics, Microsoft Azure, Database Theory, Cloud Services, Relational Databases, Databases, Data Store, Analytics, Data Storage, Microsoft SQL Servers, Data Lakes, Database Management Systems, NoSQL, Data Warehousing, Cloud Deployment, Platform As A Service (PaaS), Test Planning

    4.7
    Rating, 4.7 out of 5 stars
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    153 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    S

    Skillshare

    Social Media Storytelling: Videos for Instagram & YouTube

    Skills you'll gain: Video Editing, Storyboarding, Storytelling, Video Production, Instagram, Content Creation, Videography, Social Media Content, Visual Storytelling, Editing, Media Production, TikTok, Driving engagement, Writing, Creativity, Adaptability

    3.3
    Rating, 3.3 out of 5 stars
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    10 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    D

    Duke University

    Scripting with Python and SQL for Data Engineering

    Skills you'll gain: Web Scraping, MySQL, SQL, JSON, Scripting, Data Persistence, Scripting Languages, Data Manipulation, Data Structures, Operational Databases, Query Languages, Database Management, Databases, Data Import/Export, Data Capture, Spatial Data Analysis, Python Programming, File I/O

    4.4
    Rating, 4.4 out of 5 stars
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    112 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    U

    University of Colorado System

    Time, Change, and Decisions for Marketing

    Skills you'll gain: Marketing Analytics, Data-Driven Marketing, Anomaly Detection, Advanced Analytics, Bayesian Network, Data-Driven Decision-Making, Forecasting, Marketing Strategies, Strategic Decision-Making, Time Series Analysis and Forecasting, Markov Model, Simulation and Simulation Software, Predictive Analytics, Customer Engagement, Bayesian Statistics, Customer Retention, Autoencoders

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    Y

    Yonsei University

    Valuation for Startups Using Discounted Cash Flows Approach

    Skills you'll gain: Cash Flow Forecasting, Financial Forecasting, Cash Flows, Business Valuation, Excel Formulas, Microsoft Excel, Capital Budgeting, Forecasting, Finance, Financial Modeling, Financial Analysis, Corporate Finance

    4.3
    Rating, 4.3 out of 5 stars
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    342 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    D

    Dartmouth College

    Question Reality! Science, philosophy, a search for meaning

    Skills you'll gain: Computational Logic, Scientific Methods, Theoretical Computer Science, Logical Reasoning, Science and Research, Physics, Experimentation, Laboratory Experience, Physical Science, Deductive Reasoning, Artificial Intelligence, Computational Thinking, Mathematics and Mathematical Modeling, Simulations, Computer Science, AI literacy, Psychology, Liberal Arts, General Science and Research, Ancient History

    4.7
    Rating, 4.7 out of 5 stars
    ·
    41 reviews

    Beginner · Specialization · 1 - 3 Months

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

  • Introduction to Modeling for Formal Verification: University of Colorado Boulder
  • School gardens for future citizens: Universitat Politècnica de València
  • Documentation and Usability for Cancer Informatics: Johns Hopkins University
  • AI Demystified - A Simple Guide for Newcomers: Packt
  • Valuations of startups for Venture Capitalists: Creo Incubator
  • SMART Communication for Marketing Goals: Coursera
  • Preparing for DP-900: Microsoft Azure Data Fundamentals Exam: Microsoft
  • Social Media Storytelling: Videos for Instagram & YouTube: Skillshare
  • Scripting with Python and SQL for Data Engineering: Duke University
  • Time, Change, and Decisions for Marketing: University of Colorado System

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