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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

      Generative AI for Software Developers

      Skills you'll gain: Prompt Engineering, ChatGPT, Generative AI, Large Language Modeling, Software Engineering, Software Development, Software Testing, Data Ethics, DevSecOps, Test Case, Prototyping, Maintainability, Application Development, CI/CD, Artificial Intelligence, Software Architecture, Code Review, Technical Writing, Natural Language Processing, Image Analysis

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

      Intermediate · Specialization · 1 - 3 Months

    • C

      Coursera Project Network

      Breast Cancer Prediction Using Machine Learning

      Skills you'll gain: Scikit Learn (Machine Learning Library), Data Cleansing, Data Processing, Classification And Regression Tree (CART), Applied Machine Learning, Predictive Modeling, Data Import/Export, Supervised Learning, Google Workspace, Pandas (Python Package), Machine Learning, Machine Learning Algorithms, Data Mining, Python Programming

      4.4
      Rating, 4.4 out of 5 stars
      ·
      49 reviews

      Intermediate · Guided Project · Less Than 2 Hours

    • Status: Free Trial
      Free Trial
      D

      DeepLearning.AI

      Structuring Machine Learning Projects

      Skills you'll gain: Data-Driven Decision-Making, Technical Management, Applied Machine Learning, Machine Learning, Debugging, Deep Learning, Supervised Learning, Test Data, Analysis, Algorithms, Performance Tuning, Data Quality

      4.8
      Rating, 4.8 out of 5 stars
      ·
      50K reviews

      Beginner · Course · 1 - 4 Weeks

    • 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

    • 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
      ·
      149 reviews

      Intermediate · Course · 1 - 3 Months

    • C

      Commonwealth Education Trust

      Foundations of Teaching for Learning: Introduction

      Skills you'll gain: Teaching, Student Engagement, Creativity, Education and Training, Adaptability, Classroom Management, Cognitive flexibility, Instructional Strategies, Lifelong Learning, Learning Styles, Professional Development, Learning Theory, Curriculum Planning, Constructive Feedback, Planning

      4.6
      Rating, 4.6 out of 5 stars
      ·
      838 reviews

      Mixed · Course · 1 - 4 Weeks

    • 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
      D

      Duke University

      Managing Machine Learning Projects

      Skills you'll gain: MLOps (Machine Learning Operations), Data Management, Project Management Life Cycle, Market Opportunities, Machine Learning, Project Management, Artificial Intelligence and Machine Learning (AI/ML), Applied Machine Learning, Technical Design, Data Quality, Data Cleansing, Systems Design, System Monitoring, Organizational Skills, Solution Design, Software Versioning

      4.8
      Rating, 4.8 out of 5 stars
      ·
      254 reviews

      Beginner · Course · 1 - 3 Months

    • 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
      ·
      29K reviews

      Beginner · Specialization · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      J

      Johns Hopkins University

      Algebra: Elementary to Advanced - Equations & Inequalities

      Skills you'll gain: Algebra, Arithmetic, Graphing, Applied Mathematics, Mathematical Modeling

      4.8
      Rating, 4.8 out of 5 stars
      ·
      603 reviews

      Beginner · Course · 1 - 3 Months

    • C

      Coursera Project Network

      Fake News Detection with Machine Learning

      Skills you'll gain: Exploratory Data Analysis, Natural Language Processing, Deep Learning, Data Analysis, Artificial Neural Networks, Text Mining, Data Cleansing, Data Processing, Machine Learning, Python Programming

      4.6
      Rating, 4.6 out of 5 stars
      ·
      260 reviews

      Beginner · Guided Project · Less Than 2 Hours

    • 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

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

    • Generative AI for Software Developers: IBM
    • Breast Cancer Prediction Using Machine Learning: Coursera Project Network
    • Structuring Machine Learning Projects: DeepLearning.AI
    • Scikit-Learn For Machine Learning Classification Problems: Coursera Project Network
    • Foundations of AI and Machine Learning: Microsoft
    • Foundations of Teaching for Learning: Introduction: Commonwealth Education Trust
    • Learning How To Learn for Youth: Arizona State University
    • Managing Machine Learning Projects: Duke University
    • AI Foundations for Everyone: IBM
    • Algebra: Elementary to Advanced - Equations & Inequalities: Johns Hopkins University

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