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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
      S

      Stanford University

      Introduction to Mathematical Thinking

      Skills you'll gain: Mathematical Theory & Analysis, Mathematics and Mathematical Modeling, Deductive Reasoning, Calculus, Logical Reasoning, Computational Logic, General Mathematics

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

      Intermediate · Course · 1 - 3 Months

    • Status: Preview
      Preview
      J

      Johns Hopkins University

      Foundational Mathematics for AI

      Skills you'll gain: Data Literacy, Linear Algebra, Statistical Visualization, Data Visualization, Mathematical Modeling, Bayesian Statistics, Dimensionality Reduction, Probability & Statistics, Descriptive Statistics, Statistical Methods, Data Analysis, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Probability Distribution, Applied Mathematics, Advanced Mathematics, Calculus, Statistical Modeling, Algebra, Integral Calculus

      4.8
      Rating, 4.8 out of 5 stars
      ·
      6 reviews

      Beginner · Course · 1 - 3 Months

    • Status: Preview
      Preview
      T

      The Hong Kong University of Science and Technology

      Fibonacci Numbers and the Golden Ratio

      Skills you'll gain: Arithmetic, Geometry, Algebra, Mathematical Modeling, General Mathematics, Advanced Mathematics, Applied Mathematics, Logical Reasoning

      4.8
      Rating, 4.8 out of 5 stars
      ·
      1.2K reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      U

      University of Washington

      Machine Learning

      Skills you'll gain: Machine Learning, Applied Machine Learning, Jupyter, Classification And Regression Tree (CART), Regression Analysis, Supervised Learning, Image Analysis, Deep Learning, Unsupervised Learning, Predictive Modeling, Computer Vision, Statistical Machine Learning, Feature Engineering, Data Mining, Text Mining, Natural Language Processing, AI Personalization, Python Programming, Machine Learning Algorithms, Application Deployment

      4.6
      Rating, 4.6 out of 5 stars
      ·
      16K reviews

      Intermediate · Specialization · 3 - 6 Months

    • Status: Free
      Free
      A

      Amazon Web Services

      Developing Machine Learning Solutions

      Skills you'll gain: AWS SageMaker, Amazon Web Services, Scalability, MLOps (Machine Learning Operations), Cloud Computing, Machine Learning, Applied Machine Learning, Predictive Modeling, Statistical Machine Learning

      4.5
      Rating, 4.5 out of 5 stars
      ·
      66 reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Preview
      Preview
      U

      University of London

      Machine Learning for All

      Skills you'll gain: Artificial Intelligence and Machine Learning (AI/ML), Machine Learning, Applied Machine Learning, Artificial Intelligence, Data Ethics, Predictive Modeling, Feature Engineering, Machine Learning Algorithms, Supervised Learning, Data Collection, Software Testing, Development Testing

      Build toward a degree

      4.7
      Rating, 4.7 out of 5 stars
      ·
      3.5K reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Preview
      Preview
      S

      Sungkyunkwan University

      Machine Learning Basics

      Skills you'll gain: Supervised Learning, Machine Learning Algorithms, Analysis, Predictive Modeling, Regression Analysis, Machine Learning, Scikit Learn (Machine Learning Library), Unsupervised Learning, Reinforcement Learning

      4.4
      Rating, 4.4 out of 5 stars
      ·
      84 reviews

      Mixed · Course · 1 - 4 Weeks

    • C

      Coursera Project Network

      Machine Learning Pipelines with Azure ML Studio

      Skills you'll gain: Predictive Modeling, Classification And Regression Tree (CART), Applied Machine Learning, Data Processing, Microsoft Azure, Data Cleansing, Feature Engineering, Data Manipulation, Data Analysis, Supervised Learning, Data Science, Data Pipelines, MLOps (Machine Learning Operations), Machine Learning

      4.5
      Rating, 4.5 out of 5 stars
      ·
      810 reviews

      Beginner · Guided Project · Less Than 2 Hours

    • Status: New
      New
      Status: Preview
      Preview
      N

      Northeastern University

      Introduction to Machine Learning and Algorithmic Bias

      Skills you'll gain: Data Ethics, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning, Business Ethics, Artificial Intelligence, Governance, Data Processing, Applied Machine Learning, Data Collection, Regulatory Requirements, Risk Mitigation, Regulation and Legal Compliance, Business Strategy, Algorithms, Business, Business Planning, Data Quality

      Beginner · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      D

      DeepLearning.AI

      Advanced Learning Algorithms

      Skills you'll gain: Decision Tree Learning, Classification And Regression Tree (CART), Data Ethics, Tensorflow, Machine Learning Algorithms, Applied Machine Learning, Machine Learning, Deep Learning, Supervised Learning, Artificial Neural Networks, Random Forest Algorithm, Algorithms, Performance Tuning

      4.9
      Rating, 4.9 out of 5 stars
      ·
      8.1K reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Preview
      Preview
      D

      Deep Teaching Solutions

      Learning How to Learn: Powerful mental tools to help you master tough subjects

      Skills you'll gain: Creativity, Learning Strategies, Learning Theory, Willingness To Learn, Student Engagement, Time Management, Growth Mindedness, Productivity, Self-Discipline, Cognitive flexibility, Overcoming Obstacles, Stress Management, Adaptability

      4.8
      Rating, 4.8 out of 5 stars
      ·
      92K reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      Status: AI skills
      AI skills
      U

      University of Pennsylvania

      AI and Machine Learning Essentials with Python

      Skills you'll gain: Statistical Machine Learning, PyTorch (Machine Learning Library), Artificial Intelligence, Probability, Probability & Statistics, Sampling (Statistics), Deep Learning, Probability Distribution, Python Programming, Supervised Learning, Statistics, Machine Learning Methods, Machine Learning, Regression Analysis, Data Processing, Agentic systems, Data Science, Statistical Analysis, Artificial Neural Networks, Algorithms

      4.6
      Rating, 4.6 out of 5 stars
      ·
      29 reviews

      Intermediate · Specialization · 3 - 6 Months

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

    • Introduction to Mathematical Thinking: Stanford University
    • Foundational Mathematics for AI: Johns Hopkins University
    • Fibonacci Numbers and the Golden Ratio: The Hong Kong University of Science and Technology
    • Machine Learning: University of Washington
    • Developing Machine Learning Solutions: Amazon Web Services
    • Machine Learning for All: University of London
    • Machine Learning Basics: Sungkyunkwan University
    • Machine Learning Pipelines with Azure ML Studio: Coursera Project Network
    • Introduction to Machine Learning and Algorithmic Bias: Northeastern University
    • Advanced Learning Algorithms: DeepLearning.AI

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