Data Scientists Archive

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

AI Approach for Logo Detection and Matching

A logo is an important part of a company’s brand, and it makes a significant impact on a company’s public perception & reputation. People generally tend to identify businesses by looking at its logo, even if their

Jobs and Success at INSOFE

Career Services team at INSOFE helps to ease a student’s career path by providing the right career opportunities. It can be very frustrating when you go around looking for a job and not be able to get

Deploying Machine Learning Models

Machine Learning landscape Machine Learning started as a bunch of standalone algorithms learning patterns from data and solving problems like regression (predicting a continuous value) and classification (categorizing a data point). Today these approaches have evolved and

Sahadev – Conversation Assistant

In this age of automation, personal assistants are ubiquitous for various tasks, right from getting weather details, making calls, setting reminders, managing calendars to making appointments. At the heart, these applications are state of the art deep

Employment and Employability

Taking a comprehensive course in Data Science and Machine Learning provided by INSOFE is the first step in your career transformation journey.  While this is absolutely necessary,  it may not be sufficient for everyone to break in