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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
      Status: AI skills
      AI skills
      G

      Google

      Google Digital Marketing & E-commerce

      Skills you'll gain: Email Marketing, Social Media Marketing, Marketing Analytics, Search Engine Marketing, Social Media Strategy, Media Planning, Data Storytelling, Google Ads, Marketing Effectiveness, Social Media Campaigns, Search Engine Optimization, Loyalty Programs, E-Commerce, Online Advertising, Customer Retention, Marketing, Marketing Channel, Campaign Management, Interviewing Skills, Applicant Tracking Systems

      Build toward a degree

      4.8
      Rating, 4.8 out of 5 stars
      ·
      42K reviews

      Beginner · Professional Certificate · 3 - 6 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
      G

      Google Cloud

      Machine Learning on Google Cloud

      Skills you'll gain: Feature Engineering, Generative AI, Tensorflow, Google Cloud Platform, Keras (Neural Network Library), MLOps (Machine Learning Operations), Artificial Intelligence and Machine Learning (AI/ML), Data Management, Data Governance, Data Pipelines, Dataflow, Workflow Management, Application Deployment, Deep Learning, Managed Services, Cloud Solutions, Machine Learning Methods, Data Processing, Cloud Computing, Machine Learning

      4.4
      Rating, 4.4 out of 5 stars
      ·
      3.7K reviews

      Intermediate · Specialization · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      V

      Vanderbilt University

      Prompt Engineering for ChatGPT

      Skills you'll gain: Prompt Engineering, ChatGPT, Artificial Intelligence, Large Language Modeling, Generative AI, Application Development

      4.8
      Rating, 4.8 out of 5 stars
      ·
      6.3K reviews

      Beginner · Course · 1 - 3 Months

    • 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
      ·
      258 reviews

      Intermediate · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      U

      University of Michigan

      Python 3 Programming

      Skills you'll gain: Unified Modeling Language, JSON, Restful API, Programming Principles, Data Processing, Object Oriented Programming (OOP), Web Services, Application Programming Interface (API), Image Analysis, Computer Programming, Data Structures, Software Engineering, Python Programming, Data Import/Export, Data Manipulation, Scripting, Software Design Patterns, Data Transformation, Jupyter, Computer Vision

      4.8
      Rating, 4.8 out of 5 stars
      ·
      23K reviews

      Beginner · Specialization · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      I

      IBM

      Applied Data Science

      Skills you'll gain: Data Wrangling, Matplotlib, Predictive Modeling, Data Visualization Software, Plotly, Dashboard, Exploratory Data Analysis, Seaborn, Data Visualization, Data Manipulation, Data Import/Export, Statistical Visualization, Statistical Modeling, Web Scraping, Jupyter, Data Analysis, Statistical Reporting, Python Programming, Data Science, Machine Learning

      Build toward a degree

      4.6
      Rating, 4.6 out of 5 stars
      ·
      59K reviews

      Beginner · Specialization · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      I

      IBM

      Databases and SQL for Data Science with Python

      Skills you'll gain: SQL, Relational Databases, Stored Procedure, Database Design, Databases, Database Management, Data Analysis, Data Manipulation, Pandas (Python Package), Transaction Processing, Python Programming

      4.7
      Rating, 4.7 out of 5 stars
      ·
      22K reviews

      Beginner · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      U

      University of Pennsylvania

      AI For Business

      Skills you'll gain: AI Personalization, Machine Learning Methods, HR Tech, Data Ethics, Large Language Modeling, Generative AI, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning Algorithms, Big Data, Data Governance, Applied Machine Learning, Machine Learning, Human Resources, Analytics, Risk Modeling, Artificial Intelligence, Credit Risk, Customer Engagement, Governance, Business Transformation

      4.7
      Rating, 4.7 out of 5 stars
      ·
      1.5K reviews

      Beginner · Specialization · 3 - 6 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
      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
      S

      Stanford University

      AI in Healthcare

      Skills you'll gain: Healthcare Ethics, Clinical Data Management, Clinical Research, Health Systems, Healthcare Industry Knowledge, Unstructured Data, Feature Engineering, Data Mining, Medical Records, Health Informatics, Data Ethics, Health Care Administration, Health Care, Machine Learning Algorithms, Data Processing, Artificial Intelligence and Machine Learning (AI/ML), Application Deployment, Machine Learning, Regulatory Compliance, Artificial Intelligence

      4.7
      Rating, 4.7 out of 5 stars
      ·
      2.2K reviews

      Beginner · Specialization · 3 - 6 Months

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

    • Google Digital Marketing & E-commerce: Google
    • Introduction to Statistics: Stanford University
    • Machine Learning on Google Cloud: Google Cloud
    • Prompt Engineering for ChatGPT: Vanderbilt University
    • Deep Learning and Reinforcement Learning: IBM
    • Python 3 Programming: University of Michigan
    • Applied Data Science: IBM
    • Databases and SQL for Data Science with Python: IBM
    • AI For Business: University of Pennsylvania
    • MATLAB Programming for Engineers and Scientists: Vanderbilt University

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