Technical Skills Archive

Understanding Reinforcement Learning by solving Rubik’s Cube

By now, you must have become familiar with Reinforcement Learning along with buzz words such as environment, agent, policy, goal, and episode. We discussed this in detail in our previous blog, understanding it better with a simple

Statistical Techniques for every Data Science learner

This is an introductory article about the statistical aspects of data science. In this article, I will give a general overview of data science problems and the statistical techniques required to solve them. Some of the terminologies

Facial Emotion Recognition for Classroom Video Analytics

Facial Emotion Recognition is the process of identifying human emotions from faces. It is one of the most applied concepts of computer vision and artificial intelligence. Classroom video emotion recognition, in this context, is very important for

Reinforcement Learning: Understand with a Simple Game

Reinforcement learning is an important type of Machine Learning where an agent learns how to behave in an environment by performing actions and seeing the results. It seeks to create intelligent agents that adapt to the environment

Making machine Understand Natural Language better with BERT

BERT stands for Bidirectional Encoder Representations from Transformer. It is a substantial addition to the league of various approaches dealing with finding a solution to understand the context in a natural language- the way humans perceive. The

All you need to know about Attention

Attention Mechanism in deep learning has led to major performance improvements both in NLP and computer vision. All sequence models now implement attention resulting in state-of-the-art architectures. Let’s try to understand the evolution of attention mechanism. +3

Extracting Desired Information from Unstructured Text Using Deep Learning Architectures

Named-entity recognition is a sub-branch of Information retrieval systems which automatically extracts names of people, locations, organisations etc. from the unstructured data. With the text data growing every second, NER systems help business do the most important

Music Style Transfer using Deep Learning (Part 3)

Style transfer was a very novel idea and it was seamlessly applied on images. Given an input image and a style image, we can compute an output image with the original content but in a new style.

Music Style Transfer using Deep Learning (Part 2)

What could be a better way to begin your day than listening to your favorite song or composition and get rejuvenated for a fresh start! Wouldn’t it be even more exciting if you can generate music in

Music Style Transfer using Deep Learning (Part 1)

Everyone enjoys good music, be it a song that excites you to join the dance floor or a song that takes you through the memory lane. The music industry has been trying to make music that appeals