Preparation for Tensorflow Certification
Includes word documents to explain notebooks
Backbone.py contains useful code snippets for the exam ʕ•́ᴥ•̀ʔっ♡
Includes:
- Image Classification
- Data Augmentation
- Training Callbacks
- Transfer Learning
- Natural Language Processing
- Data preprocessing (Tokenization, ngrams, padding)
- Embeddings
- Transfer Learning
- Text Generation with Bidirectional LSTMs
- Tensorflow 2.x Basics
- Plotting accuracy curve
- Tensorflow Datasets API
- Time Series
- Data preprocessing with Tensorflow Datasets API
- Timeseries prediction with LSTMs