September 2023
Intermediate
18h 21m
English
Closed Captioning available in English
Overview
In this 17-hour course, you'll master PyTorch-the leading deep learning framework used by AI professionals. Starting with the fundamentals, you'll build neural networks from scratch and progress to creating advanced solutions like GANs and Transformers. Packed with practical coding exercises, this course prepares you to excel in modern AI development.
What I will be able to do after this course
- Understand PyTorch fundamentals to build deep learning from scratch
- Apply CNNs for image, video, and audio classification projects
- Master advanced techniques like GANs, RNNs, and Transformers
- Optimize AI models using hyperparameter tuning and performance evaluation
- Deploy machine learning models effectively using Flask and cloud solutions
Course Instructor(s)
Bert Gollnick is a seasoned expert in AI and deep learning with years of hands-on experience developing and deploying advanced machine learning solutions. He has mentored numerous students in their journey to master PyTorch and achieve professional growth in AI. Bert's teaching approach balances theoretical depth and practical insights to maximize learner outcomes.
Who is it for?
This course is designed for Python developers eager to advance their skills in deep learning and for data science enthusiasts ready to dive into AI model development. Beginners with Python knowledge will find it approachable, while those with prior experience can deepen their expertise. The course is ideal for those aiming to leverage AI in professional or creative endeavors.
Become an O’Reilly member and get unlimited access to this title plus top books and audiobooks from O’Reilly and nearly 200 top publishers, thousands of courses curated by job role, 150+ live events each month,
and much more.
Watch now
Unlock full access
More than 5,000 organizations count on O’Reilly
O’Reilly covers everything we've got, with content to help us build a world-class technology community, upgrade the capabilities and competencies of our teams, and improve overall team performance as well as their engagement.Julian F.
I wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.Addison B.
I’ve been on the O’Reilly platform for more than eight years. I use a couple of learning platforms, but I'm on O'Reilly more than anybody else. When you're there, you start learning. I'm never disappointed.Amir M.
I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.