https://github.com/the-black-knight-01/tensorflow-tutorial
TensorFlow Tutorial
https://github.com/the-black-knight-01/tensorflow-tutorial
tensor tensorboard tensorflow tensorflow-examples tensorflow-experiments tensorflow-models tensorflow-serving tensorflow-tutorial tensorflow-tutorials tutorial
Last synced: 9 months ago
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TensorFlow Tutorial
- Host: GitHub
- URL: https://github.com/the-black-knight-01/tensorflow-tutorial
- Owner: the-black-knight-01
- Created: 2019-09-26T13:47:48.000Z (about 6 years ago)
- Default Branch: master
- Last Pushed: 2019-09-29T07:10:59.000Z (about 6 years ago)
- Last Synced: 2025-02-13T18:49:28.430Z (10 months ago)
- Topics: tensor, tensorboard, tensorflow, tensorflow-examples, tensorflow-experiments, tensorflow-models, tensorflow-serving, tensorflow-tutorial, tensorflow-tutorials, tutorial
- Language: Jupyter Notebook
- Homepage: https://interviewbubble.com
- Size: 24.4 KB
- Stars: 1
- Watchers: 1
- Forks: 1
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
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README
# TensorFlow Tutorial
The series consist of the introductory TensorFlow tutorials outlined below:
| # | Tutorial | Code | Video |
|-|------------------------------------------------------------------------|------|------------------|
|1| Introduction to TensorFlow: graphs, sessions, constants, and variables |[notebook](notebook/)| [Video #1](https://youtu.be/1KzJbIFnVTE) |
|2| Training a multilayer perceptron |[notebook](notebook/)| [Video #2](https://youtu.be/b7ykcBzz9wo) |
|3| Setting up the training and validation pipeline |[notebook](notebook/)| [Video #3](https://youtu.be/l_ZvxKBToWs) |
|4| Regularization, saving and resuming from checkpoints, and TensorBoard |[notebook](notebook/)| [Video #4](https://youtu.be/ni9FZtF_gLs) |
|5| Convolutional neural networks, batchnorm, learning rate schedules, optimizers|[notebook](notebook/)| [Video #5](https://youtu.be/ULX1nWPAJbM) |