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- Status: Free
IIT Roorkee
Skills you'll gain: Linear Algebra, Machine Learning Algorithms, NumPy, Dimensionality Reduction, Advanced Mathematics, Applied Mathematics, General Mathematics, Data Transformation, Python Programming
Skills you'll gain: Keras (Neural Network Library), Tensorflow, Deep Learning, Image Analysis, Artificial Neural Networks, Computer Vision, Natural Language Processing, Machine Learning Methods, Text Mining
Coursera Project Network
Skills you'll gain: Tensorflow, Keras (Neural Network Library), Matplotlib, Artificial Neural Networks, Image Analysis, Deep Learning, Computer Vision, Applied Machine Learning, Python Programming, Machine Learning
Skills you'll gain: Keras (Neural Network Library), Deep Learning, Artificial Neural Networks, Image Analysis, Applied Machine Learning, Tensorflow, PyTorch (Machine Learning Library), Computer Vision, Natural Language Processing, Machine Learning
Skills you'll gain: PyTorch (Machine Learning Library), Deep Learning, Matplotlib, Artificial Intelligence, Pandas (Python Package), Python Programming, NumPy, Data Analysis, Artificial Neural Networks, Tensorflow, Exploratory Data Analysis, Data Visualization, Classification And Regression Tree (CART), Data Processing, Regression Analysis, Data Science, Machine Learning
Skills you'll gain: PyTorch (Machine Learning Library), Computer Vision, Image Analysis, Matplotlib, Python Programming, Deep Learning, Pandas (Python Package), NumPy, Data Manipulation, Artificial Neural Networks
Skills you'll gain: Deep Learning, Shiny (R Package), Applied Machine Learning, Image Analysis, PyTorch (Machine Learning Library), Predictive Modeling, Artificial Neural Networks, Tensorflow, Classification And Regression Tree (CART), Artificial Intelligence and Machine Learning (AI/ML), Machine Learning Algorithms, Computer Vision, Machine Learning, Dimensionality Reduction, Unsupervised Learning, Interactive Data Visualization, Time Series Analysis and Forecasting, Data Processing
Skills you'll gain: Tensorflow, Deep Learning, Keras (Neural Network Library), NumPy, Matplotlib, Python Programming, Artificial Neural Networks, Pandas (Python Package), Data Science, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning, Supervised Learning, Data Manipulation, Regression Analysis
Johns Hopkins University
Skills you'll gain: Artificial Neural Networks, Machine Learning Algorithms, Deep Learning, Computer Vision, Image Analysis, Machine Learning, Network Architecture, Linear Algebra, Artificial Intelligence, Probability & Statistics, Performance Testing
University of Pennsylvania
Skills you'll gain: PyTorch (Machine Learning Library), Deep Learning, Data Processing, Artificial Neural Networks, Artificial Intelligence and Machine Learning (AI/ML), Supervised Learning, Machine Learning
Johns Hopkins University
Skills you'll gain: Deep Learning, Artificial Neural Networks, Reinforcement Learning, Generative AI, Unsupervised Learning, Data Ethics, Artificial Intelligence, Machine Learning, Markov Model, Natural Language Processing, Time Series Analysis and Forecasting
Skills you'll gain: Keras (Neural Network Library), Image Analysis, Exploratory Data Analysis, Deep Learning, Data Processing, Artificial Neural Networks, Tensorflow, Computer Vision, Machine Learning Methods, Applied Machine Learning, Google Cloud Platform, Classification And Regression Tree (CART), Data Visualization Software
In summary, here are 10 of our most popular mathematical+foundations+for+deep+learning courses
- Linear Algebra Basics: IIT Roorkee
- Deep Learning: Convolutional Neural Networks with TensorFlow: Packt
- CNNs with TensorFlow: Basics of Machine Learning: Coursera Project Network
- Advanced CNNs, Transfer Learning, and Recurrent Networks: Packt
- Fundamentals of AI, Machine Learning, and Python Programming: Packt
- Deep Learning - Computer Vision for Beginners Using PyTorch: Packt
- Advanced Machine Learning and Deep Learning: Packt
- Deep Learning - Crash Course 2023: Packt
- Introduction to Neural Networks: Johns Hopkins University
- Deep Learning Essentials: University of Pennsylvania