It's been a while since my last blogpost here so I wanted to hop on here to share some updates. Lately I have been exploring video form of content creation because it allows me to connect better with you all. If you are following this blog, chances are that you will enjoy and benefit from... Continue Reading →
AI Index Report 2019: Major Takeaways (Summary)
Introduction As we enter 2020, the Stanford Institute for Human-Centered Artificial Intelligence has published its Artificial Intelligence Index - 2019 Report. The AI Index originated as part of a century-long Stanford study of AI’s progress and impact. The AI Index report examines in a very detailed manner the biggest trends shaping the AI industry, breakthrough research,... Continue Reading →
BERT Explained: A Complete Guide with Theory and Tutorial
Unless you have been out of touch with the Deep Learning world, chances are that you have heard about BERT — it has been the talk of the town for the last one year. At the end of 2018 researchers at Google AI Language open-sourced a new technique for Natural Language Processing (NLP) called BERT... Continue Reading →
Deep Learning Series, P3: Understanding Recurrent Neural Networks
1. Why RNNs?Your smartphone predicting your next word when you are typing, Alexa understanding what you are saying or tasks like making stock market predictions, understanding movie plots, composing music, language translation and human learning: can you tell what is the common theme in this list? These are examples where sequence of information is crucial.For... Continue Reading →
The data-driven coffee – analyzing Starbucks’ data strategy
We often go through life without pausing to think about the behind-the-scenes of events or things that are part of our daily lives. While ordering yet another "Tall Latte, please", I remembered reading that Starbucks had been investing in being data-driven. But did I know how? Did I know the story of that Latte? We... Continue Reading →