Deep Learning With PyTorch

Deep Learning With PyTorch

course

Accelerate your deep learning with PyTorch covering all the fundamentals of deep learning with a python-first framework.

Classes : 20                  Days : 2 months                  Duration : Weekdays / Weekends

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)

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.

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