Product Lifecycle Part 2 of 4 All successful products go through a Product Lifecycle, which is to say they pass through the following stages: Development Introduction Growth Maturity Decline We often depict this lifecycle along a bell-shaped curve to demonstrate the trajectory that most products take, which looks like as…

What is Product Marketing (Part 1 of 4) One of the biggest challenges in marketing today is becoming too focused on tactical, buying ads, designing emails, creating blog content, etc. We often forget that the most successful aspect of marketing is understanding what the customer wants, and how to align…

How these roles are different? The role of a Machine Learning Engineer is relatively new, and it confuses so many people. This article will give an overview of each role and how they are different. Let's have a look at what Data Science and Machine Learning is, before talking…

I recently finished the book called “The Magic of Thinking Big” by David Schwartz and its one of the best books I have ever read. Here are my thoughts about the book. According to David Schwartz, Whether your life goals are unbelievably large and intimidating or relatively small and…

I have been reading a book called “The Productivity Project” by Chris Bailey. This book is about how to maximize your productivity and the author Chris Bailey has done a lot of experiments to demonstrate the results. The one big and simple tip he suggested was to keep your to-do…

Hands-on with Facebook’s newly open-sourced NLP library PyText based on PyTorch After releasing PyTorch 1.0, Facebook Research recently open-sourced its Natural Language Modelling Framework based on PyTorch, PyText. It tries to bridge the gap between experimentation and rapid deployment/production, which was difficult with existing libraries. PyText aims to achieve the…

Curated list of Resources for Getting Started in Data Science and Deep Learning in 2020 — Data Science is being adopted by almost all the companies right now whether it is a machinery business or automobiles. According to Glassdoor, Data Scientist is the best job in America in 2018 with a median base salary of $110,000. …

Image classification using PyTorch for dummies Facebook recently released its deep learning library called PyTorch 1.0 which is a stable version of the library and can be used in production level code. I’m a part of Udacity’s PyTorch Scholarship Challenge program and learned a lot about PyTorch and its function. …

A few weeks back I and my roommate Aman Agarwal took part in AI in Data Privacy Hackathon which was happening at a Cyber Security International Conference called Global Cyber Security Initiative(GCSI) 2018, Chicago. It was our first Hackathon Experience, competing with great minds of Chicago. Most of them…