May 2020
Intermediate to advanced
1h 25m
English
Closed Captioning available in English
Overview
In this 1 hr course, you'll explore the power of transfer learning by using pre-trained deep learning models with TensorFlow 2.0's new features, focusing on practical implementations for image and text classification. This course provides hands-on examples to master advanced transfer learning techniques for solving real-world problems effectively.
What I will be able to do after this course
- Learn how to build image classifiers using CNNs and TensorFlow 2.0.
- Implement transfer learning to improve model performance with minimal data.
- Understand the use of TensorFlow Hub for leveraging pre-trained models.
- Develop sentiment analysis systems with RNNs utilizing TensorFlow's capabilities.
- Master the tools like tf.keras and TensorFlow Lite for advanced applications.
Course Instructor(s)
Margaret Maynard-Reid, a Google Developer Expert in Machine Learning, brings extensive knowledge and experience in this domain. With a focus on making complex topics accessible, she combines lectures with practical demonstrations, ensuring learners gain hands-on skills in transfer learning. Her approachable teaching style helps learners apply concepts effectively.
Who is it for?
This course is ideal for machine learning enthusiasts looking to advance their skills by mastering transfer learning techniques. Learners should have a basic understanding of Python and machine learning. Whether you're aiming to enhance your practical deep learning skills or implement transfer learning in real-world scenarios, this course caters to your needs.
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.