Accelerate your deep learning with PyTorch covering all the fundamentals of deep learning with a python-first framework.
Deep Learning with PyTorch provides a detailed, hands-on introduction to building and training neural networks with PyTorch, a popular open source machine learning framework.
This Essential Excerpts edition includes:
Introduction to deep learning and the PyTorch library
Pre-trained networks
Tensors
The mechanics of learning
Using a neural network to fit data
Although many courses are very mathematical or too practical in nature, this course strikes a careful balance between the two to provide a solid foundation in deep learning for you to explore further if you are interested in research in the field of deep learning and/or applied deep learning.
It is purposefully made for anyone without a strong background in mathematics.
And for those with a strong background, it would accelerate your learning in understanding the different models in deep learning.
-You have hands on exp with ML / Hadoop technologies with a genuine interest in DL.
- You need to know basic python such as lists, dictionaries, loops, functions and classes
-You need to know basic differentiation
-You need to know basic algebra
Introduction
Software Requirements
PyTorch Fundamentals: Matrices
PyTorch Fundamentals: Variables and Gradients
Linear Regression with PyTorch
Logistic Regression with PyTorch
Feedforward Neural Network with PyTorch
Convolutional Neural Network (CNN) with PyTorch
Recurrent Neural Networks (RNN)
Long Short-Term Memory Networks (LSTM)
Student Reviews
Bhawana
Fabulous NLP + ML course
I have eleven plus years of experience taking training courses. I do not usually complete surveys.
Your instructor was excellent, the best I've experienced on a software subject, and I couldn't imagine him doing a better job of seamlessly walking students through a breadth of information for such complex subject like AI and ML. he did a fabulous job pacing everything and addressing student questions. I am very impressed.
Harish
Excellent ML course!
The course was well structured and easy to understand. Good pace of learning.
The institute believes to provide knowledge as well as guidance in detail to each & every student.
I completed my ML course from the institute. Their international exp does help a lot !
Thanks for the training sir.