PyTorch for Deep Learning Bootcamp: Zero to Mastery

Learn How to Use PyTorch (Facebook Library) for Deep Learning with Practical Examples

4.64 (46 reviews)
Udemy
platform
English
language
Data Science
category
instructor
PyTorch for Deep Learning Bootcamp: Zero to Mastery
270
students
9.5 hours
content
Feb 2024
last update
$64.99
regular price

What you will learn

Understand the basic concepts about neural network and how it works

Use PyTorch for Linear Regression using Multilayer Perceptron (MLP)

Use PyTorch for image classification using Deep Artificial Neural Network (ANN)

Learn how to work with different data types such as tensors and arrays

Use PyTorch for image classification using Convolutional Neural Network (CNN)

Use PyTorch for time series prediction using Recurrent Neural Network (RNN)

Why take this course?

Deep learning has become one of the most popular machine learning techniques in recent years, and PyTorch has emerged as a powerful and flexible tool for building deep learning models. In this course, you will learn the fundamentals of deep learning and how to implement neural networks using PyTorch.


Through a combination of lectures, hands-on coding sessions, and projects, you will gain a deep understanding of the theory behind deep learning techniques such as deep Artificial Neural Networks (ANNs), Convolutional Neural Networks (CNNs), Recurrent Neural Networks (RNNs). You will also learn how to train and evaluate these models using PyTorch, and how to optimize them using techniques such as stochastic gradient descent and backpropagation. During the course, I will also show you how you can use GPU instead of CPU and increase the performance of the deep learning calculation.

In this course, I will teach you everything you need to start deep learning with PyTorch such as:

  • NumPy Crash Course

  • Pandas Crash Course

  • Neural Network Theory and Intuition

  • How to Work with Torchvision datasets

  • Convolutional Neural Network (CNN)

  • Long-Short Term Memory (LSTM)

  • and much more

Since this course is designed for all levels (from beginner to advanced), we start with basic concepts and preliminary intuitions.

By the end of this course, you will have a strong foundation in deep learning with PyTorch and be able to apply these techniques to various real-world problems, such as image classification, time series analysis, and even creating your own deep learning applications.


Screenshots

PyTorch for Deep Learning Bootcamp: Zero to Mastery - Screenshot_01PyTorch for Deep Learning Bootcamp: Zero to Mastery - Screenshot_02PyTorch for Deep Learning Bootcamp: Zero to Mastery - Screenshot_03PyTorch for Deep Learning Bootcamp: Zero to Mastery - Screenshot_04

Reviews

Sven
July 4, 2023
It's not super deep, but it's clear and motivating to code along (which is key). Helped me a lot. Thanks.
Salar
March 11, 2023
Thanks, Navid this course was what I needed to update my mind, the way you explain the content was so professional and simple to learn.
Hooman
March 4, 2023
The course was very well-organized and structured, with each module building upon the previous one. Navid's teaching style was engaging, and he did an excellent job of explaining complex concepts in a way that was easy to understand. I found myself looking forward to each lesson and eager to learn more.
Mohammadhossein
March 3, 2023
A perfect course at a time of need! Not only this course, but also other courses of Dr. Shirzadi are priceless.
Sharvin
March 3, 2023
The course is well-structured and easy to follow, with each module building on the previous one. The video lectures are engaging and well-presented, and the course materials are comprehensive and well-organized. The instructors of the course provides clear explanations and examples to help students understand the concepts and techniques used in the course. Overall, the PyTorch for Deep Learning Bootcamp: Zero to Mastery is an excellent course for anyone looking to learn how to use PyTorch for building deep learning models. If you're looking to improve your deep learning skills, this course is definitely worth considering.
Ali
March 3, 2023
I recently took the PyTorch for Deep Learning Bootcamp: Zero to Mastery course and I must say, it was an amazing experience! The course is designed to teach you how to use PyTorch, a powerful Facebook library, for deep learning with practical examples. The instructor is knowledgeable and presents the material in a clear and concise manner. The course covers everything from the basics of PyTorch to advanced topics such as convolutional neural networks and recurrent neural networks. The hands-on exercises are challenging but rewarding, and they really help solidify your understanding of the material. What I loved most about this course is that it's very practical. You don't just learn theory, but you also get to apply what you've learned in real-world scenarios. This makes the learning experience much more engaging and enjoyable. Overall, I highly recommend the PyTorch for Deep Learning Bootcamp: Zero to Mastery course to anyone who wants to learn how to use PyTorch for deep learning. It's a 5-star course that will take you from zero to mastery in no time!
Marjan
March 2, 2023
I am so thrilled that I decided to take this course . This is well-organized , clear from the start ,telling complex problems in simple word, wonderfull knowledge, I think it will really help my Career.
David
March 2, 2023
It's been a great course, teaching one of the most popular tools for deep learning, but it's not just that, it's also the theory and core of how neural networks work.
Robert
March 1, 2023
This course is a great course for learning deep learning with PyTorch! The only course which explains creating neural network Class in simple words! Thanks!

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5152648
udemy ID
2/11/2023
course created date
3/1/2023
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