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02. Getting to Know TensorFlow

Name	Name	Last commit message	Last commit date
parent directory ..
data/mnist	data/mnist	updated code	May 29, 2019
graphs	graphs	updated code	May 29, 2019
2.05 Handwritten digits classification using TensorFlow.ipynb	2.05 Handwritten digits classification using TensorFlow.ipynb	updated code	May 29, 2019
2.08 Math operations in TensorFlow.ipynb	2.08 Math operations in TensorFlow.ipynb	updated code	May 29, 2019
2.10 MNIST digits classification in TensorFlow 2.0.ipynb	2.10 MNIST digits classification in TensorFlow 2.0.ipynb	updated code	May 29, 2019
2.11 Should we use Keras or TensorFlow?.ipynb	2.11 Should we use Keras or TensorFlow?.ipynb	updated code	May 29, 2019
README.md	README.md	Update README.md	May 29, 2019

2.1. What is TensorFlow?
2.2. Understanding Computational Graphs and Sessions
- 2.2.1 Computational Graphs
- 2.2.1 Sessions
2.3. Variables, Constants, and Placeholders
- 2.3.1. Variables
- 2.3.2. Constants
- 2.3.3. Placeholders and Feed Dictionaries
2.4. Introducing TensorBoard
- 2.4.1 Creating Name Scope in TensorBoard
2.5. Handwritten digits classification using Tensorflow
2.6. Visualizing Computational graph in TensorBord
2.7. Introducing Eager execution
2.8. Math operations in TensorFlow
2.9. Tensorflow 2.0 and Keras
- 2.9.1. Bonjour Keras
- 2.9.2. Defining models in Keras
- 2.9.3. Compiling the model
- 2.9.4. Training the model
- 2.9.5. Evaluating the model
2.10. MNIST digits classification in Tensorflow 2.0
2.11. Should we use Keras or TensorFlow?