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    • Mathematics For Machine Learning

    Mathematics for Machine Learning Courses Online

    Master mathematics for machine learning. Learn about linear algebra, calculus, and probability theory as foundations for building machine learning models.

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    Explore the Mathematics for Machine Learning Course Catalog

    • Status: Free Trial
      Free Trial
      I

      IBM

      Deep Learning and Reinforcement Learning

      Skills you'll gain: Generative AI, Deep Learning, Reinforcement Learning, Keras (Neural Network Library), Image Analysis, Artificial Neural Networks, Machine Learning Algorithms, Machine Learning, Unsupervised Learning, Computer Vision, Natural Language Processing, Scikit Learn (Machine Learning Library), Dimensionality Reduction

      4.6
      Rating, 4.6 out of 5 stars
      ·
      261 reviews

      Intermediate · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      I

      IBM

      Introduction to Deep Learning & Neural Networks with Keras

      Skills you'll gain: Keras (Neural Network Library), Deep Learning, Artificial Neural Networks, Applied Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Unsupervised Learning, Machine Learning, Computer Vision, Natural Language Processing, Anomaly Detection, Image Analysis, Regression Analysis, Network Architecture

      4.7
      Rating, 4.7 out of 5 stars
      ·
      1.9K reviews

      Intermediate · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      I

      IBM

      IT Fundamentals for Cybersecurity

      Skills you'll gain: Endpoint Detection and Response, Networking Hardware, Cybersecurity, Linux, IT Service Management, Governance Risk Management and Compliance, Active Directory, Network Security, Cloud Computing, Incident Response, TCP/IP, Malware Protection, Information Technology Infrastructure Library, Identity and Access Management, Network Protocols, Cyber Attacks, Regulatory Compliance, Data Ethics, Cyber Threat Intelligence, Security Testing

      4.6
      Rating, 4.6 out of 5 stars
      ·
      22K reviews

      Beginner · Specialization · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      U

      University of Pennsylvania

      Finance & Quantitative Modeling for Analysts

      Skills you'll gain: Finance, Capital Budgeting, Financial Data, Return On Investment, Financial Reporting, Financial Statement Analysis, Risk Modeling, Mathematical Modeling, Regression Analysis, Predictive Modeling, Business Modeling, Spreadsheet Software, Financial Analysis, Cash Flows, Financial Modeling, Balance Sheet, Predictive Analytics, Google Sheets, Microsoft Excel, Corporate Finance

      4.5
      Rating, 4.5 out of 5 stars
      ·
      17K reviews

      Beginner · Specialization · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      Status: AI skills
      AI skills
      G

      Google

      Google Cybersecurity

      Skills you'll gain: Threat Modeling, Intrusion Detection and Prevention, Network Security, Open Web Application Security Project (OWASP), Event Monitoring, Security Controls, Threat Management, Computer Security Incident Management, Security Awareness, Threat Detection, Incident Response, Vulnerability Management, Cyber Attacks, Cybersecurity, Debugging, Relational Databases, Linux, Interviewing Skills, Python Programming, SQL

      Build toward a degree

      4.8
      Rating, 4.8 out of 5 stars
      ·
      56K reviews

      Beginner · Professional Certificate · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      I

      IBM

      Generative AI for Project Managers

      Skills you'll gain: Prompt Engineering, Generative AI, Project Management Life Cycle, ChatGPT, Project Management, Workflow Management, Project Documentation, Artificial Intelligence, Large Language Modeling, Project Planning, Ethical Standards And Conduct, Ideation, Technical Writing, Machine Learning, Image Analysis, Content Creation, Virtual Environment

      4.7
      Rating, 4.7 out of 5 stars
      ·
      8.1K reviews

      Intermediate · Specialization · 1 - 3 Months

    • Status: Preview
      Preview
      S

      Stanford University

      Introduction to Statistics

      Skills you'll gain: Statistics, Descriptive Statistics, Probability & Statistics, Statistical Analysis, Data Analysis, Statistical Methods, Statistical Modeling, Statistical Inference, Sampling (Statistics), Statistical Hypothesis Testing, Data Science, Regression Analysis, Exploratory Data Analysis, Probability, Probability Distribution

      4.6
      Rating, 4.6 out of 5 stars
      ·
      4.2K reviews

      Beginner · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      V

      Vanderbilt University

      MATLAB Programming for Engineers and Scientists

      Skills you'll gain: Machine Learning Methods, Image Analysis, Applied Machine Learning, Matlab, Algorithms, Data Analysis, Object Oriented Programming (OOP), Classification And Regression Tree (CART), Data Processing, Computer Vision, User Interface (UI), Regression Analysis, Digital Communications, Numerical Analysis, Performance Tuning, Computer Programming, Mathematical Software, Programming Principles, Debugging, Data Structures

      4.8
      Rating, 4.8 out of 5 stars
      ·
      18K reviews

      Beginner · Specialization · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      U
      I
      I

      Multiple educators

      Data Science Foundations

      Skills you'll gain: Pseudocode, Data Literacy, Algorithms, Dashboard, Data Mining, Jupyter, Correlation Analysis, Pandas (Python Package), Plot (Graphics), Web Scraping, Data Analysis Software, Data Visualization Software, Data Analysis, Statistical Programming, Data Science, Data Collection, Machine Learning Algorithms, Unsupervised Learning, Machine Learning, Project Management

      4.6
      Rating, 4.6 out of 5 stars
      ·
      114K reviews

      Beginner · Specialization · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      M

      Macquarie University

      Excel Skills for Business: Intermediate I

      Skills you'll gain: Microsoft Excel, Spreadsheet Software, Excel Formulas, Dashboard, Data Analysis Expressions (DAX), Consolidation, Business Reporting, Automation, Data Integration, Data Management, Data Cleansing

      4.9
      Rating, 4.9 out of 5 stars
      ·
      17K reviews

      Intermediate · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      U

      University of California, Santa Cruz

      Coding for Everyone: C and C++

      Skills you'll gain: C++ (Programming Language), Debugging, C (Programming Language), Object Oriented Programming (OOP), Software Design Patterns, Programming Principles, Data Structures, Computer Programming, Algorithms, Command-Line Interface, Program Development, Graph Theory, Software Technical Review, Artificial Intelligence, Game Design, Data Storage, File Management

      4.5
      Rating, 4.5 out of 5 stars
      ·
      9.5K reviews

      Beginner · Specialization · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      G

      Google

      Foundations: Data, Data, Everywhere

      Skills you'll gain: Data Ethics, Data Analysis, Data-Driven Decision-Making, Data Literacy, Analytics, Spreadsheet Software, Business Analytics, Data Cleansing, Exploratory Data Analysis, Data Collection, Data Processing, Query Languages, Data Visualization Software, Data Visualization, SQL

      4.8
      Rating, 4.8 out of 5 stars
      ·
      117K reviews

      Beginner · Course · 1 - 4 Weeks

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

    • Deep Learning and Reinforcement Learning: IBM
    • Introduction to Deep Learning & Neural Networks with Keras: IBM
    • IT Fundamentals for Cybersecurity: IBM
    • Finance & Quantitative Modeling for Analysts: University of Pennsylvania
    • Google Cybersecurity: Google
    • Generative AI for Project Managers: IBM
    • Introduction to Statistics: Stanford University
    • MATLAB Programming for Engineers and Scientists: Vanderbilt University
    • Data Science Foundations: University of London
    • Excel Skills for Business: Intermediate I: Macquarie University

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