TensorFlow Developer Certificate Material

This repo contains the material that I made while studying for the TensorFlow Developer Certification, which covers everything given in the Coursera Tensorflow Developer Certificate and adds a Multi-Variate Time Series Forecasting notebook. I hope you enjoy the content and find it useful.

Convolutional Neural Network

• Convolutional Neural Network for Binary Classification
• Convolutional Neural Network for Multi-class Classification
• Transfer learning

Natural Language Processing

• DNN with Word-based Text Encoding
• Conv1D with Subword Text Encoding
• Multiple Model Architectures with Word-based Text Encoding
• Text Generator

Time Series Forecasting

• LSTM for Time Series Forcasting
• Conv1D for Time Series Forcasting
• Time Series Forcasting from CSV
• N Steps Multi-Variate Time Series Forcasting