Following are Code Templates

Tensorboard

1. For running tensorboard on colab

Tensorflow Lite for Android and IOS

1. TF Lite + Linear Regression + TF Lite Interpreter
2. TF Lite + Transfer Learning + Post Quantization + TF Lite Interpreter + Dynamic Hyperparameter Tuning

Tensorflow for Javascript

1. Code Repository of Online Course by Laurence Moroney

Computer Vision

1. Working with tensorflow datasets (TFDS) - Example- Fashion MNIST Classification
2. Working with tensorflow datasets (TFDS) and Transfer Learning - Example - Cats and Dogs classification

Time Series Data Analysis

1. Trend, Seasonality, Noise, Autocorrelation, Arima with python
2. TFDS + Time Series + Hyperparameter Tuning + Early Stopping
3. TFDS + Time Series + Simple RNN + Sequence to Sequence RNN
4. TFDS + Time Series + Stateful RNN
5. TFDS + Time Series + Stateful LSTM
6. TFDS + Time Series + CNN + Wavenet
7. Analysis on Brown lee Temperature Dataset (Univariate Time Series)
8. Analysis on Sunspot Dataset (Univariate Time Series)

Natural Language Processing

1. Tokenization of Words using Keras
2. Single Layer LSTM on IMDB Movie Review using TFDS
3. Twitter Sentiment Data with Glove and Conv1D
4. Character Based Poetry Generation With Bidirectional LSTM