Introduction to Deep Learning & Neural Networks
Intermediate
52 Lessons
4h 30min
Certificate of Completion
Takeaway Skills
Understanding of the most popular Deep Learning models
A solid grasp on the mathematics and the intuition behind the algorithms
A good experience with Deep Learning Programming and Pytorch
Course Overview
This course is an accumulation of well-grounded knowledge and experience in deep learning. It provides you with the basic concepts you need in order to start working with and training various machine learning models. You will cover both basic and intermediate conc...Show More
Course Contents
Learn Deep Learning
3 Lessons
Neural Networks
6 Lessons
Training Neural Networks
5 Lessons
Convolutional Neural Networks
7 Lessons
Recurrent Neural Networks
5 Lessons
Autoencoders
5 Lessons
Generative Adversarial Networks
4 Lessons
Attention and Transformers
10 Lessons
Graph Neural Networks
5 Lessons
Conclusion
2 Lessons
Final Quiz
Assessment
How You'll Learn
You don’t get better at swimming by watching others. Coding is no different. Practice as you learn with live code environments inside your browser.
Videos are holding you back. The average video tutorial is spoken at 150 words per minute, while you can read at 250. That‘s why our courses are text-based.
Start learning immediately instead of fiddling with SDKs and IDEs. It‘s all on the cloud.
Built-in assessments let you test your skills. Completion certificates let you show them off.
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