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Explore the Mathematics for Machine Learning Course Catalog
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Stanford University
Skills you'll gain: Mathematical Theory & Analysis, Mathematics and Mathematical Modeling, Deductive Reasoning, Calculus, Logical Reasoning, Computational Logic, General Mathematics
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Johns Hopkins University
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
- Status: Preview
The Hong Kong University of Science and Technology
Skills you'll gain: Arithmetic, Geometry, Algebra, Mathematical Modeling, General Mathematics, Advanced Mathematics, Applied Mathematics, Logical Reasoning
- Status: Free Trial
University of Washington
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
- Status: Free
Amazon Web Services
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
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University of London
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
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Sungkyunkwan University
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
Coursera Project Network
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
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Northeastern University
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
- Status: Free Trial
DeepLearning.AI
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
- Status: Preview
Deep Teaching Solutions
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
- Status: Free TrialStatus: AI skills
University of Pennsylvania
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
Mathematics For Machine Learning learners also search
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