From the course: Building Recommender Systems with Machine Learning and AI
Unlock this course with a free trial
Join today to access over 23,200 courses taught by industry experts.
Handwriting recognition with TensorFlow, part 1 - Python Tutorial
From the course: Building Recommender Systems with Machine Learning and AI
Handwriting recognition with TensorFlow, part 1
- [Instructor] So let's dive into a hands on example of using TensorFlow at a lower level to give you more of an appreciation of what's going on under the hood. To get started on Windows, go to your start menu and find the Anaconda3 program group and launch an Anaconda prompt. First thing you want to do is make sure that TensorFlow itself is installed, and again, we are using TensorFlow two in this course, you want at least TensorFlow 2.0. To do that, you can just say conda install TensorFlow. And I've already done that so for me, it won't actually do anything. But if you do need to install that or update it, it will prompt you through the process for doing that right now. Let's let it go through that. Okay, so I'm all good here. Next we want to cd into the directory that we actually installed the course materials into, and by the way, if you're on Mac or Linux, you can just open up a terminal prompt to do all this…
Practice while you learn with exercise files
Download the files the instructor uses to teach the course. Follow along and learn by watching, listening and practicing.
Contents
-
-
-
-
-
-
-
-
-
(Locked)
Deep learning introduction1m 30s
-
(Locked)
Deep learning prerequisites8m 13s
-
History of artificial neural networks10m 51s
-
(Locked)
Playing with TensorFlow12m 2s
-
(Locked)
Training neural networks5m 47s
-
(Locked)
Tuning neural networks3m 52s
-
(Locked)
Introduction to TensorFlow11m 29s
-
(Locked)
Handwriting recognition with TensorFlow, part 113m 18s
-
(Locked)
Handwriting recognition with TensorFlow, part 212m 3s
-
(Locked)
Introduction to Keras2m 48s
-
(Locked)
Handwriting recognition with Keras9m 52s
-
(Locked)
Classifier patterns with Keras3m 58s
-
(Locked)
Predict political parties of politicians with Keras9m 55s
-
(Locked)
Intro to convolutional neural networks (CNNs)8m 59s
-
(Locked)
CNN architectures2m 54s
-
(Locked)
Handwriting recognition with CNNs8m 38s
-
(Locked)
Intro to recurrent neural networks (RNNs)7m 38s
-
(Locked)
Training recurrent neural networks3m 21s
-
(Locked)
Sentiment analysis of movie reviews using RNNs and Keras11m 1s
-
(Locked)
-
-
-
-
-
-