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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: Preview
      Preview
      Y

      Yale University

      The Science of Well-Being

      Skills you'll gain: Growth Mindedness, Optimism, Positive Behavior Support, Goal Setting, Resilience, Self-Motivation, Self-Awareness, Behavior Management, Psychology, Decision Making, Productivity, Mental Health, Social Skills, Mindfulness

      4.9
      Rating, 4.9 out of 5 stars
      ·
      40K reviews

      Mixed · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      M

      Microsoft

      Preparing Data for Analysis with Microsoft Excel

      Skills you'll gain: Microsoft Excel, Excel Formulas, Spreadsheet Software, Data Analysis, Power BI, Timelines, Data Literacy, Data Cleansing, Data Manipulation, Data Management

      4.7
      Rating, 4.7 out of 5 stars
      ·
      4.8K reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: New
      New
      Status: Preview
      Preview
      N

      Northeastern University

      Machine Learning with Small Data Part 1

      Skills you'll gain: Small Data, Deep Learning, Applied Machine Learning, Supervised Learning, Statistical Machine Learning, Machine Learning, Unsupervised Learning, Image Analysis, Artificial Intelligence, Natural Language Processing

      Mixed · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      I

      Imperial College London

      TensorFlow 2 for Deep Learning

      Skills you'll gain: Tensorflow, Keras (Neural Network Library), Generative AI, Deep Learning, Bayesian Statistics, Image Analysis, Statistical Modeling, Natural Language Processing, Data Pipelines, Data Validation, Predictive Modeling, Machine Learning Methods, Artificial Neural Networks, Machine Learning, Google Cloud Platform, Computer Vision, Probability Distribution, Probability & Statistics, Data Processing, Development Environment

      4.8
      Rating, 4.8 out of 5 stars
      ·
      713 reviews

      Intermediate · Specialization · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      U

      University of Michigan

      An Introduction to Learning Experience Design (LXD)

      Skills you'll gain: Multimedia, Learning Theory, Web Content Accessibility Guidelines, Instructional Design, Educational Materials, Program Evaluation, Course Development, Design, Professional Development, Education Software and Technology, Design Thinking, Motivational Skills, Adult Learning Principles, Brainstorming, Diversity Equity and Inclusion Initiatives, Needs Assessment, Storyboarding, Content Creation, User Centered Design, Student-Centred Learning

      4.8
      Rating, 4.8 out of 5 stars
      ·
      88 reviews

      Beginner · Specialization · 1 - 3 Months

    • Status: New
      New
      Status: Preview
      Preview
      N

      Northeastern University

      Statistical Learning for Engineering Part 1

      Skills you'll gain: Supervised Learning, Statistical Machine Learning, Applied Machine Learning, Machine Learning Algorithms, Statistical Modeling, Data Science, Machine Learning, Predictive Modeling, Scikit Learn (Machine Learning Library), Feature Engineering, Regression Analysis, Statistical Methods, Classification And Regression Tree (CART), Probability & Statistics, Data Processing, Linear Algebra

      Intermediate · Course · 1 - 3 Months

    • Status: Preview
      Preview
      Y

      Yonsei University

      Learn to Speak Korean 1

      Skills you'll gain: Language Competency, Language Learning, Oral Comprehension, Vocabulary, Grammar

      4.9
      Rating, 4.9 out of 5 stars
      ·
      12K reviews

      Beginner · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      U

      University of Virginia

      Design Thinking for Innovation

      Skills you'll gain: Design Thinking, Innovation, Ideation, Storytelling, Creative Problem-Solving, Market Opportunities, Human Centered Design, New Product Development, Data Visualization, User Experience Design, Strategic Thinking

      4.7
      Rating, 4.7 out of 5 stars
      ·
      9.1K reviews

      Beginner · Course · 1 - 3 Months

    • Status: New
      New
      Status: Preview
      Preview
      N

      Northeastern University

      Statistical Learning for Engineering Part 2

      Skills you'll gain: Dimensionality Reduction, Reinforcement Learning, Statistical Machine Learning, Machine Learning, Artificial Neural Networks, PyTorch (Machine Learning Library), Unsupervised Learning, Artificial Intelligence and Machine Learning (AI/ML), Supervised Learning, Deep Learning, Statistical Methods, Classification And Regression Tree (CART), Feature Engineering, Data Science, Linear Algebra

      Intermediate · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      G

      Google

      Foundations of User Experience (UX) Design

      Skills you'll gain: UI/UX Research, User Experience Design, Sprint Retrospectives, Cross Platform Development, Usability, User Centered Design, Human Centered Design, Web Content Accessibility Guidelines, Design Thinking, Wireframing, Prototyping, Sprint Planning

      4.8
      Rating, 4.8 out of 5 stars
      ·
      74K reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      Status: AI skills
      AI skills
      I

      IBM

      IBM AI Product Manager

      Skills you'll gain: Prompt Engineering, Generative AI, Product Management, New Product Development, Product Strategy, Financial Analysis, Product Roadmaps, Product Development, Product Planning, Project Management Life Cycle, Generative AI Agents, Innovation, Commercialization, Market Analysis, Stakeholder Management, Business Planning, Artificial Intelligence, Product Lifecycle Management, Product Improvement, Stakeholder Engagement

      4.7
      Rating, 4.7 out of 5 stars
      ·
      29K reviews

      Beginner · Professional Certificate · 3 - 6 Months

    • C

      Commonwealth Education Trust

      Foundations of Teaching for Learning: Curriculum

      Skills you'll gain: Curriculum Development, Lesson Planning, Curriculum Planning, Teaching, Education and Training, Instructional and Curriculum Design, Student-Centred Learning, Pedagogy, Planning, Collaboration

      4.6
      Rating, 4.6 out of 5 stars
      ·
      501 reviews

      Mixed · Course · 1 - 3 Months

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

    • The Science of Well-Being: Yale University
    • Preparing Data for Analysis with Microsoft Excel: Microsoft
    • Machine Learning with Small Data Part 1: Northeastern University
    • TensorFlow 2 for Deep Learning: Imperial College London
    • An Introduction to Learning Experience Design (LXD): University of Michigan
    • Statistical Learning for Engineering Part 1: Northeastern University
    • Learn to Speak Korean 1: Yonsei University
    • Design Thinking for Innovation: University of Virginia
    • Statistical Learning for Engineering Part 2: Northeastern University
    • Foundations of User Experience (UX) Design: Google

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