This repo is a compendium of the projects and notes I did in order to achieve the DeepLearning.AI TensorFlow Developer Professional Certificate.
Courses:
- Introduction to TensorFlow for Artificial Intelligence, Machine Learning, and Deep Learning
- Convolutional Neural Networks in TensorFlow
- Natural Language Processing in TensorFlow
- Sequences, Time Series and Prediction
Some of the topics covered in these courses are:
- Best practices for using TensorFlow
- Strategies to prevent overfitting, including augmentation and dropout
- Text processsing, including tokenizing and representing sentences as vectors
- RNNs, GRUs, and LSTMs in TensorFlow