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Explore the Mathematics for Machine Learning Course Catalog
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O.P. Jindal Global University
Skills you'll gain: Tensorflow, Python Programming, Scikit Learn (Machine Learning Library), Image Analysis, Matplotlib, Applied Machine Learning, Machine Learning Algorithms, Machine Learning, Natural Language Processing, Data Science, NumPy, Deep Learning, Data Analysis, Predictive Modeling, Supervised Learning, Artificial Neural Networks, Pandas (Python Package), Computer Vision, Regression Analysis
- Status: Free Trial
The Hong Kong University of Science and Technology
Skills you'll gain: Linear Algebra, Matlab, Differential Equations, Integral Calculus, Numerical Analysis, Engineering Calculations, Engineering Analysis, Applied Mathematics, Finite Element Methods, Calculus, Algebra, Geometry, Advanced Mathematics, Engineering, General Mathematics, Mathematical Modeling, Mechanical Engineering, Scripting, Vibrations, Simulation and Simulation Software
- Status: Free Trial
Skills you'll gain: Prompt Engineering, Generative AI, Software Development Life Cycle, Software Architecture, ChatGPT, Web Development Tools, Responsive Web Design, Development Environment, Generative AI Agents, Software Design, Large Language Modeling, Software Engineering, Flask (Web Framework), Software Development Methodologies, Software Design Patterns, Jupyter, Professional Networking, Python Programming, Machine Learning, Data Science
- Status: Free Trial
Johns Hopkins University
Skills you'll gain: PyTorch (Machine Learning Library), Feature Engineering, Unsupervised Learning, Applied Machine Learning, Reinforcement Learning, Machine Learning Algorithms, Supervised Learning, Computer Vision, Image Analysis, Regression Analysis, Decision Tree Learning, Data Processing, Classification And Regression Tree (CART), Machine Learning, Predictive Modeling, Artificial Neural Networks, Scikit Learn (Machine Learning Library), Data Cleansing, Deep Learning, Random Forest Algorithm
- Status: Free Trial
University of California San Diego
Skills you'll gain: Graph Theory, Combinatorics, Computational Logic, Computational Thinking, Probability, Theoretical Computer Science, Logical Reasoning, Deductive Reasoning, Cryptography, Probability & Statistics, Public Key Cryptography Standards (PKCS), Arithmetic, Algorithms, Mathematical Modeling, Network Analysis, Encryption, Data Structures, Mathematical Theory & Analysis, Operations Research, Computer Security
- Status: Free Trial
Skills you'll gain: Prompt Engineering, Large Language Modeling, PyTorch (Machine Learning Library), Keras (Neural Network Library), Unsupervised Learning, Feature Engineering, Generative AI, Supervised Learning, Deep Learning, Natural Language Processing, Reinforcement Learning, Applied Machine Learning, Generative AI Agents, Scikit Learn (Machine Learning Library), Artificial Neural Networks, Jupyter, ChatGPT, Python Programming, Machine Learning, Data Science
- Status: Free Trial
Skills you'll gain: Feature Engineering, Generative AI, Supervised Learning, Classification And Regression Tree (CART), Data Presentation, Data Analysis, Data Cleansing, Unsupervised Learning, Exploratory Data Analysis, Regression Analysis, Deep Learning, Reinforcement Learning, Keras (Neural Network Library), Scikit Learn (Machine Learning Library), Machine Learning Algorithms, Applied Machine Learning, Data Science, Predictive Modeling, Machine Learning, Python Programming
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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
- Status: Free Trial
Imperial College London
Skills you'll gain: Dimensionality Reduction, Probability & Statistics, NumPy, Statistics, Jupyter, Linear Algebra, Data Science, Python Programming, Machine Learning, Applied Mathematics
- Status: Free Trial
University of Michigan
Skills you'll gain: Machine Learning Algorithms, Supervised Learning, Applied Machine Learning, Scikit Learn (Machine Learning Library), Machine Learning, Predictive Modeling, Decision Tree Learning, Feature Engineering, Classification And Regression Tree (CART), Python Programming, Statistical Modeling, Regression Analysis, Artificial Neural Networks
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Duke University
Skills you'll gain: Probability, General Mathematics, Bayesian Statistics, Calculus, Graphing, Descriptive Statistics, Algebra, Derivatives
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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
Mathematics For Machine Learning learners also search
In summary, here are 10 of our most popular mathematics for machine learning courses
- Machine Learning: O.P. Jindal Global University
- Mathematics for Engineers: The Hong Kong University of Science and Technology
- IBM AI Developer: IBM
- Applied Machine Learning: Johns Hopkins University
- Introduction to Discrete Mathematics for Computer Science: University of California San Diego
- IBM AI Engineering: IBM
- IBM Machine Learning: IBM
- Introduction to Mathematical Thinking: Stanford University
- Mathematics for Machine Learning: PCA: Imperial College London
- Applied Machine Learning in Python: University of Michigan