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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
      D

      DeepLearning.AI

      Neural Networks and Deep Learning

      Skills you'll gain: Deep Learning, Artificial Neural Networks, Supervised Learning, Computer Vision, Machine Learning, Linear Algebra, Python Programming, Performance Tuning

      4.9
      Rating, 4.9 out of 5 stars
      ·
      123K reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      M

      Macquarie University

      Excel Skills for Business: Essentials

      Skills you'll gain: Microsoft Excel, Spreadsheet Software, Data Visualization, Excel Formulas, Data Management, Data Entry, Productivity Software, File Management, Editing

      4.9
      Rating, 4.9 out of 5 stars
      ·
      50K reviews

      Beginner · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      M

      Microsoft

      Foundations of AI and Machine Learning

      Skills you'll gain: Data Management, Infrastructure Architecture, Artificial Intelligence and Machine Learning (AI/ML), Application Deployment, MLOps (Machine Learning Operations), Data Processing, Data Cleansing, Cloud Services, Data Security, Software Versioning, Machine Learning, Application Frameworks, Data Pipelines

      4.5
      Rating, 4.5 out of 5 stars
      ·
      151 reviews

      Intermediate · Course · 1 - 3 Months

    • Status: Free
      Free
      A

      Amazon Web Services

      Planning a Machine Learning Project

      Skills you'll gain: Feasibility Studies, Business Analysis, Business Analytics, Decision Making, Strategic Decision-Making, Data-Driven Decision-Making, Machine Learning, Strategic Thinking, Business Leadership, Project Planning

      4.7
      Rating, 4.7 out of 5 stars
      ·
      10 reviews

      Mixed · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      I

      IBM

      AI Foundations for Everyone

      Skills you'll gain: Prompt Engineering, Generative AI Agents, Generative AI, OpenAI, ChatGPT, Process Design, IBM Cloud, Machine Learning, Self Service Technologies, Business Process Automation, Artificial Intelligence, Deep Learning, Application Deployment, Automation, Large Language Modeling, Natural Language Processing, Technical Writing, Customer Service, Image Analysis, Data Science

      4.7
      Rating, 4.7 out of 5 stars
      ·
      30K reviews

      Beginner · Specialization · 3 - 6 Months

    • Status: New
      New
      Status: Free Trial
      Free Trial
      U

      University of California, Davis

      Learn SQL Basics for Data Science

      Skills you'll gain: Data Governance, SQL, Presentations, Data Quality, Data Storytelling, Data Presentation, Data Analysis, Data Import/Export, Data Science, Exploratory Data Analysis, Data Modeling, Database Design, Descriptive Statistics, Data Visualization, Query Languages, Data Manipulation, Data Wrangling, Complex Problem Solving, Data Access, Apache Spark

      4.6
      Rating, 4.6 out of 5 stars
      ·
      17K reviews

      Beginner · Specialization · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      I

      IBM

      Tools for Data Science

      Skills you'll gain: Jupyter, Data Analysis Software, Data Visualization Software, Statistical Programming, R Programming, Computer Programming Tools, Data Science, Data Visualization, GitHub, Machine Learning, Collaborative Software, Query Languages, Cloud API, Application Programming Interface (API), IBM Cloud, Restful API, Open Source Technology, Git (Version Control System), Data Management, Python Programming

      4.5
      Rating, 4.5 out of 5 stars
      ·
      30K reviews

      Beginner · Course · 1 - 3 Months

    • Status: New
      New
      Status: Free Trial
      Free Trial
      I

      IBM

      Generative AI for Educators

      Skills you'll gain: Prompt Engineering, Generative AI, AI Personalization, ChatGPT, Data Ethics, Education Software and Technology, Learning Management Systems, Artificial Intelligence, Large Language Modeling, Information Privacy, Technical Writing, Data-Driven Decision-Making, Ethical Standards And Conduct, Image Analysis, Content Creation, Virtual Environment, Data Analysis, Mitigation, Data Security

      4.7
      Rating, 4.7 out of 5 stars
      ·
      7.9K reviews

      Beginner · Specialization · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      I

      IBM

      IBM AI Foundations for Business

      Skills you'll gain: Generative AI Agents, Data Literacy, Generative AI, Data Mining, Enterprise Architecture, Data Analysis, Data Science, Data Architecture, Strategic Decision-Making, OpenAI, Information Architecture, Data-Driven Decision-Making, Big Data, Data Management, Strategic Thinking, Artificial Intelligence, ChatGPT, Analytics, Business Process Automation, Leadership

      4.7
      Rating, 4.7 out of 5 stars
      ·
      96K reviews

      Beginner · Specialization · 1 - 3 Months

    • Status: Preview
      Preview
      A

      Arizona State University

      Learning How To Learn for Youth

      Skills you'll gain: Learning Strategies, Student Engagement, Lifelong Learning, Cognitive flexibility, Human Learning, Time Management, Active Listening, Prioritization, Mental Concentration, Productivity, Willingness To Learn, Persistence, Creativity, Stress Management, Personal Development, Problem Solving, Self-Awareness

      4.8
      Rating, 4.8 out of 5 stars
      ·
      3K reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      U

      University of Alberta

      Fundamentals of Reinforcement Learning

      Skills you'll gain: Reinforcement Learning, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning, Supervised Learning, Markov Model, Algorithms, Probability Distribution

      4.8
      Rating, 4.8 out of 5 stars
      ·
      2.9K reviews

      Intermediate · Course · 1 - 3 Months

    • C

      Coursera Project Network

      Scikit-Learn For Machine Learning Classification Problems

      Skills you'll gain: Scikit Learn (Machine Learning Library), Applied Machine Learning, Machine Learning Algorithms, Machine Learning, Supervised Learning, Classification And Regression Tree (CART), Predictive Modeling, Python Programming, Data Analysis

      4.5
      Rating, 4.5 out of 5 stars
      ·
      17 reviews

      Beginner · Guided Project · Less Than 2 Hours

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

    • Neural Networks and Deep Learning: DeepLearning.AI
    • Excel Skills for Business: Essentials: Macquarie University
    • Foundations of AI and Machine Learning: Microsoft
    • Planning a Machine Learning Project: Amazon Web Services
    • AI Foundations for Everyone: IBM
    • Learn SQL Basics for Data Science: University of California, Davis
    • Tools for Data Science: IBM
    • Generative AI for Educators: IBM
    • IBM AI Foundations for Business: IBM
    • Learning How To Learn for Youth: Arizona State University

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