This article covers concepts of Natural Language Processing and how to derive insights from text data using the components of AWS Comprehend. — The topic of discussion! 1. The problem! 2. Basics of AWS Comprehend 3. Sentiment Analysis & Targeted sentiments 4. Topic Modeling 1. The Problem! Vision "Accelerate and sustain business outcomes by achieving enterprise change program goals." How will we achieve our vision?

This article covers my experience in getting certified with AWS Certified Machine Learning — Specialty, and I have shared the resources and cheatsheets, which helped me understand concepts! — March 2022 In the preparation phase of certification, I came across many excellent articles, blogs, and experience posts alongside the courses…

This article covers my one year of experience at Slalom as an Associate Consultant in the Data & Analytics practice. — This article covers my experience at Slalom as an Associate Consultant in the Data & Analytics practice. Previously, I worked in an R&D company as an in-house Data Scientist. These experiences are unique to me in their own ways, but I will focus on my current job in this article…

Journaling has been an effective method to clear my mind and share my thoughts! On and off, I have been journaling for almost seven years, and it has helped me organize my thoughts into actions and unclutter my mind. Sharing my experience of journaling and how it has helped me…

Data science is an immense field. It can go from placing salsa near chips in a local shop to Mars rover! I will share a few project ideas that will enable you to do more realistic projects best suited for the current technology and business scenario. — Data scientists often do academic/hobby projects on clean, structured data with a straightforward approach. While I agree that it’s best to start with simple datasets, These projects are nowhere related to the real-world scenario, and often we struggle with getting a job with these projects. The companies will look for…

“Learn from the mistakes of others. You can’t live long enough to make them all yourself.”― Eleanor Roosevelt. — According to the source, Some of the most popular job search engine sites are; Indeed LinkedIn Glassdoor Career Builder Based on the study, LinkedIn has over 760 million users, with more than 260 million monthly active users. With more than 20 million companies listed on the site and 20 million…

The very naive way of evaluating a model is by considering the R-Squared value. Suppose if I get an R-Squared of 95%, is that good enough? Through this blog, Let us try and understand the ways to evaluate your regression model. — Evaluation metrics; Mean/Median of prediction Standard Deviation of prediction Range of prediction Coefficient of Determination (R2) Relative Standard Deviation/Coefficient of Variation (RSD)

The code documentation is essential in every project. Code documentation can be split into multiple parts. The first one is comment blocks, most helpful for programmers; These will be found through every file explaining classes, methods, parameters, possible errors. Then comes the file documentations. These are usually generated through a…

I would like to explain the entire procedure of doing a master’s in the USA. It’s from the perspective of an Indian student. (Wrote on Jan 2019) 1. PLANNING The entire process takes one year. It’s a matter of enormous money and time. Be sure about doing this. …