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Results for "mathematical foundations for deep learning"
- Status: Preview
Duke University
Skills you'll gain: PyTorch (Machine Learning Library), Reinforcement Learning, Deep Learning, Image Analysis, Applied Machine Learning, Natural Language Processing, Machine Learning, Artificial Neural Networks, Supervised Learning, Unsupervised Learning, Python Programming, Computer Vision, Medical Imaging
- Status: Free Trial
DeepLearning.AI
Skills you'll gain: Computer Vision, Image Analysis, Deep Learning, Artificial Neural Networks, Keras (Neural Network Library), Tensorflow, Applied Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Data Processing, Algorithms
- Status: Free Trial
Skills you'll gain: Generative AI, Reinforcement Learning, Deep Learning, Unsupervised Learning, Artificial Neural Networks, PyTorch (Machine Learning Library), Keras (Neural Network Library), Machine Learning Algorithms, Machine Learning, Tensorflow, Computer Vision, Dimensionality Reduction, Natural Language Processing
- Status: NewStatus: Free Trial
Birla Institute of Technology & Science, Pilani
Skills you'll gain: Linear Algebra, Artificial Intelligence and Machine Learning (AI/ML), Applied Mathematics, Numerical Analysis, Machine Learning, Artificial Neural Networks, Dimensionality Reduction, Data Analysis
- Status: Free Trial
Imperial College London
Skills you'll gain: Linear Algebra, NumPy, Applied Mathematics, Data Science, Jupyter, Algorithms, Python Programming, Machine Learning
- Status: New
Skills you'll gain: Large Language Modeling, Prompt Engineering, Image Analysis, PyTorch (Machine Learning Library), Deep Learning, Tensorflow, Computer Vision, Data Ethics, Natural Language Processing, Artificial Neural Networks, Artificial Intelligence, Application Deployment, Performance Tuning
- Status: New
Skills you'll gain: Deep Learning, PyTorch (Machine Learning Library), Artificial Neural Networks, Artificial Intelligence and Machine Learning (AI/ML), Tensorflow, Large Language Modeling, Machine Learning, Python Programming, Algorithms, Network Architecture, Linear Algebra, Regression Analysis
- Status: New
Skills you'll gain: Large Language Modeling, PyTorch (Machine Learning Library), Tensorflow, Natural Language Processing, Image Analysis, Deep Learning, Applied Machine Learning, Computer Vision, Artificial Neural Networks, Time Series Analysis and Forecasting, Network Architecture
- Status: Free Trial
Skills you'll gain: Artificial Neural Networks, Deep Learning, Image Analysis, Keras (Neural Network Library), Artificial Intelligence and Machine Learning (AI/ML), Tensorflow, Machine Learning Methods, Computer Vision, Artificial Intelligence, Machine Learning, Linear Algebra
- Status: Free Trial
University of Colorado Boulder
Skills you'll gain: Deep Learning, Unsupervised Learning, PyTorch (Machine Learning Library), Keras (Neural Network Library), Artificial Neural Networks, Tensorflow, Artificial Intelligence and Machine Learning (AI/ML), Computer Vision, Image Analysis, Natural Language Processing, Applied Machine Learning, Machine Learning Algorithms, Performance Tuning
- Status: Free Trial
Skills you'll gain: Keras (Neural Network Library), Reinforcement Learning, Unsupervised Learning, Deep Learning, Tensorflow, Generative AI, Artificial Neural Networks, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Image Analysis, Time Series Analysis and Forecasting, Natural Language Processing, Performance Tuning
- Status: Free Trial
Skills you'll gain: Unsupervised Learning, Time Series Analysis and Forecasting, Supervised Learning, Machine Learning, Data Processing, Feature Engineering, Artificial Intelligence, Deep Learning, Statistical Analysis, Predictive Modeling, Classification And Regression Tree (CART), Regression Analysis
In summary, here are 10 of our most popular mathematical foundations for deep learning courses
- Introduction to Machine Learning: Duke University
- Convolutional Neural Networks: DeepLearning.AI
- Deep Learning and Reinforcement Learning: IBM
- Linear Algebra for Machine Learning & AI: Birla Institute of Technology & Science, Pilani
- Mathematics for Machine Learning: Linear Algebra: Imperial College London
- Learning Deep Learning: Unit 3: Pearson
- Learning Deep Learning: Unit 1: Pearson
- Learning Deep Learning: Unit 2: Pearson
- Foundations of Deep Learning and Neural Networks: Packt
- Introduction to Deep Learning: University of Colorado Boulder