Description
Deep Learning course published by Udacity Academy. Learn how to leverage the capabilities of deep learning tools to solve complex problems and unlock next-level outcomes for businesses.
Join the next generation of deep learning talent and help define a highly beneficial AI-driven future for our world. In this program, you will study advanced topics such as neural networks, convolutional neural networks, recurrent neural networks, and generative adversarial networks.
Start by learning the basics of deep learning. Then explore the fundamental algorithms that underpin modern deep learning: gradient descent and backpropagation. After establishing this foundation, examine neural network design structures and the impact of these design decisions. Finally, this course explores how neural network training can be optimized for greater accuracy and robustness.
What you will learn in the Deep Learning course:
- In this project, you will develop a handwritten digit recognition system in PyTorch. Next, use your data preprocessing skills to correctly load the data for use in the models. Create a neural network using PyTorch and write a training loop that trains the model with the loaded data. Finally, use advanced training techniques to improve the accuracy of the test set.
- Convolutional Neural Networks
- RNN and Transformers
- Building productive adversarial networks
- And…
Course Specifications
course topics
Course prerequisites
Intermediate Python.
Pictures
Deep Learning Introductory Video
installation guide
After the clip, watch with your favorite reader.
english subtitles
Quality: 720p
Download link
v1.0.0
password file(s): free download software
File size
5.31 GB