(All code, data, results, and a pdf version of this article can be found at the corresponding Github Repository ) Abstract As part of my Bayesian Statistics course at Georgia Tech, I was tasked with performing…
Save the dying gradients!
Omar Essam Posts
In the first post of this series, I explained my plan and purpose for writing this and subsequent articles. I want to make it simple to start your NLP project from a Proof of Concept…
Being a part-time freelancer gets me a lot of questions from clients who are interested in exploring stuff they hear about from news sources and social media. They usually get the news of a new…
Introduction Oh wow, what a long title that is, I really dislike long titles but I had to fit so many keywords in that title and this is what I got back. And it’s been…
If you google the term “Data augmentation” all of the relevant results will be speaking about data augmentation in computer vision in which you deal with images. But it’s not always the case in data…
A few years ago when I first knew about deep learning I was very excited about neural networks and how they mimic the brain – or that’s what I thought, you lied to me hype…
Hi! Previously we have discussed chatbots. Briefly, chatbots can be categorized into 2 branches: Retrieval based Generative Retrieval chat bots rely on a database to search in. However, generative chat bots rely on a model…
Spark: What’s up? I have been reading news about “The amazing blasting fast” data processing engine Apache Spark and it has been on my TODO list for quite some time and I guess it’s about time…
Chat bots are taking the internet by storm. A huge amount of attention and jobs are directed towards them for their wide range of uses. In this post we’ll build a very basic Fatwa chat…
Analyzing text creates insights into what’s going on and how your audience are reacting to your posts. Better yet, you can analyze the audience themselves and their interactions with each others! In this post…