Federated Learning and Privacy
This post will provide brief introduction to Federated Learning and Privacy.
Force of LSTM and GRU
This post will provide a brief introduction to world of NLP through embeddings, vectorization and steps in processing text. We will also walk-through some of the very popular architecture like LSTM, GRU and Bidirectional-LSTM and demonstrate it's power through the application of sentiment analysis of IMDB dataset.
Force of Recurrent Neural Networks
This post will provide a brief introduction to recurrent neural networks and look at the results obtained by training Character RNN on various datasets.
Mystery of Object Detection
This post will provide a brief overview to different architecture in object detection.