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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
      U

      University of Illinois Urbana-Champaign

      Learning Technologies Foundations and Applications

      Skills you'll gain: Education Software and Technology, Learning Theory, Instructional Design, Technology Solutions, Disabilities, Human Computer Interaction, Technology Strategies, Emerging Technologies, Innovation, Gerontology

      4.5
      Rating, 4.5 out of 5 stars
      ·
      189 reviews

      Mixed · Course · 1 - 3 Months

    • Status: Preview
      Preview
      Y

      Yale University

      Rocket Science for Everyone

      Skills you'll gain: Global Positioning Systems, Wireless Networks, General Networking, Communication Systems, Mechanics, Telecommunications, Technical Communication, Physics, Environmental Monitoring

      4.9
      Rating, 4.9 out of 5 stars
      ·
      643 reviews

      Beginner · Course · 1 - 3 Months

    • C

      Coursera Project Network

      Deep Learning with PyTorch : GradCAM

      Skills you'll gain: PyTorch (Machine Learning Library), Heat Maps, Image Analysis, Deep Learning, Artificial Neural Networks, Computer Vision

      4.6
      Rating, 4.6 out of 5 stars
      ·
      21 reviews

      Intermediate · Guided Project · Less Than 2 Hours

    • Status: Preview
      Preview
      U

      University of Toronto

      Mental Health and Resilience for Healthcare Workers

      Skills you'll gain: Resilience, Mental Health, Stress Management, Emotional Intelligence, Mindfulness, Crisis Intervention, Self-Awareness, Behavioral Health, Mental Health Therapies, Positive Behavior Support

      4.8
      Rating, 4.8 out of 5 stars
      ·
      501 reviews

      Beginner · Course · 1 - 3 Months

    • Status: New
      New
      Status: Free Trial
      Free Trial
      P

      Packt

      Advanced ML Algorithms & Unsupervised Learning

      Skills you'll gain: Dimensionality Reduction, Unsupervised Learning, Deep Learning, Machine Learning Algorithms, Random Forest Algorithm, Feature Engineering, Artificial Neural Networks, Supervised Learning, Statistical Machine Learning, Anomaly Detection, Machine Learning, Classification And Regression Tree (CART)

      Intermediate · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      U

      University of Alberta

      A Complete Reinforcement Learning System (Capstone)

      Skills you'll gain: Reinforcement Learning, Artificial Intelligence and Machine Learning (AI/ML), Simulations, Performance Testing, Artificial Neural Networks, Machine Learning, Machine Learning Algorithms, Markov Model, Algorithms, Performance Tuning

      4.7
      Rating, 4.7 out of 5 stars
      ·
      648 reviews

      Intermediate · Course · 1 - 3 Months

    • Status: Preview
      Preview
      D

      DeepLearning.AI

      Neuronale Netze und Deep Learning

      Skills you'll gain: Deep Learning, Artificial Neural Networks, Artificial Intelligence, NumPy, Computer Vision, Machine Learning, Supervised Learning, Linear Algebra, Calculus

      Intermediate · Course · 1 - 4 Weeks

    • C

      Coursera Project Network

      Curso Completo de Deep Learning

      Skills you'll gain: Keras (Neural Network Library), Deep Learning, Applied Machine Learning, Artificial Neural Networks, Artificial Intelligence and Machine Learning (AI/ML), Feature Engineering, Machine Learning, Machine Learning Algorithms, Data Processing

      Intermediate · Guided Project · Less Than 2 Hours

    • Status: Free
      Free
      C

      Coursera Project Network

      SQLServer for Beginners: Database Design & CRUD Operations

      Skills you'll gain: Database Design, Relational Databases, Database Development, Microsoft SQL Servers, SQL, Database Management, Databases, Business Requirements, Web Applications

      4
      Rating, 4 out of 5 stars
      ·
      21 reviews

      Beginner · Guided Project · Less Than 2 Hours

    • Status: Free Trial
      Free Trial
      V

      Vanderbilt University

      Agentic AI and AI Agents: A Primer for Leaders

      Skills you'll gain: Generative AI Agents, Workflow Management, Agentic systems, Artificial Intelligence, Business Process Automation, Generative AI, AI Product Strategy, Automation, Prompt Engineering, Technology Strategies, Decision Support Systems, Emerging Technologies, Responsible AI

      4.7
      Rating, 4.7 out of 5 stars
      ·
      718 reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      I

      IBM

      AI Capstone Project with Deep Learning

      Skills you'll gain: Deep Learning, Keras (Neural Network Library), PyTorch (Machine Learning Library), Computer Vision, Machine Learning Methods, Machine Learning, Artificial Intelligence, Python Programming

      4.5
      Rating, 4.5 out of 5 stars
      ·
      664 reviews

      Advanced · Course · 1 - 4 Weeks

    • Status: Preview
      Preview
      N

      Northeastern University

      Foundations of Statistical Learning & Algorithms

      Skills you'll gain: Linear Algebra, Statistical Machine Learning, Mathematics and Mathematical Modeling, Statistical Modeling, Probability, Probability & Statistics, Statistical Methods, Bayesian Statistics, Probability Distribution, Mathematical Modeling, General Mathematics, Machine Learning, Applied Mathematics, Statistical Inference, Algebra

      Mixed · Course · 1 - 4 Weeks

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

    • Learning Technologies Foundations and Applications: University of Illinois Urbana-Champaign
    • Rocket Science for Everyone: Yale University
    • Deep Learning with PyTorch : GradCAM: Coursera Project Network
    • Mental Health and Resilience for Healthcare Workers: University of Toronto
    • Advanced ML Algorithms & Unsupervised Learning: Packt
    • A Complete Reinforcement Learning System (Capstone): University of Alberta
    • Neuronale Netze und Deep Learning: DeepLearning.AI
    • Curso Completo de Deep Learning: Coursera Project Network
    • SQLServer for Beginners: Database Design & CRUD Operations: Coursera Project Network
    • Agentic AI and AI Agents: A Primer for Leaders: Vanderbilt University

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