PyTorch: Deep Learning and Artificial Intelligence

PyTorch: Deep Learning and Artificial Intelligence is at the top of the list of best online PyTorch courses. Despite the fact that Google's Deep Learning library Tensorflow has grown in popularity in recent years, PyTorch has long been the library of choice for deep learning and artificial intelligence professionals and researchers worldwide. Is it possible that Tensorflow is popular solely because Google is popular and employs effective marketing? Why did Tensorflow change so much between versions 1 and 2? Was it deeply flawed, and are there still potential issues?

It is less well-known that PyTorch is backed by Facebook, another Internet behemoth (specifically, the Facebook AI Research Lab - FAIR). So, if you want a popular deep learning library backed by billion-dollar companies and a thriving community, PyTorch is the way to go. And perhaps it's a bonus that the library won't completely destroy all your old code when it updates to the next version.

On the other hand, it is well known that all of the top AI firms (for example, OpenAI, Apple, and JPMorgan Chase) use PyTorch. OpenAI recently switched to PyTorch in 2020, indicating that PyTorch is gaining traction. If you are a professional, you will quickly realize that building and testing new ideas with PyTorch is extremely simple, whereas it can be difficult in other libraries that try to do everything for you. Oh, and it's quicker.

The course includes:

• Artificial Neural Networks (ANNs) / Deep Neural Networks (DNNs)
• Predict Stock Returns
• Time Series Forecasting
• Computer Vision
• Building a Deep Reinforcement Learning Stock Trading Bot
• GANs (Generative Adversarial Networks)
• Recommender Systems
• Image Recognition
• Convolutional Neural Networks (CNNs)
• Recurrent Neural Networks (RNNs)
• Natural Language Processing (NLP) with Deep Learning
• Demonstrate Moore's Law using Code
• Transfer Learning to create state-of-the-art image classifiers

You can take PyTorch: Deep Learning and Artificial Intelligence certification course on Udemy.
Course rating: 4.7 out of 5.0
Duration: 23 h 5 m
Certificate: Certificate on completion
Enroll here: udemy.com/course/pytorch-deep-learning