Chaitanya Krishna Kasaraneni

Published in Predmatic

·May 14, 2021

Understanding XAI and EBM

An introduction to Explainable AI (XAI) and Explainable Boosting Machines (EBM) — In recent times, machine learning has become the core for developments in many fields such as sports, medicine, science, and technology. Machines (computers) have become so intelligent that they even defeated professionals in games like Go. …

Explainable Ai

6 min read

Explainable Ai

6 min read

Published in Towards Data Science

·Nov 25, 2020

Los Angeles Neighborhood Analysis

Data Analysis and Visualizations using Python — This project is a part of “IBM Data Science Professional Certificate on Coursera”. You can check my Jupyter Notebook on GitHub Introduction Los Angeles is a very vibrant city with a lot of neighborhoods, each with unique character. Some neighborhoods are quiet and cozy, has convenient store locations, while others offer…

Data Science

5 min read

Data Science

5 min read

Published in Towards Data Science

·Sep 13, 2020

Build kNN from scratch in Python

With k-Fold Cross Validation (from scratch) — In this article, we shall understand how k-Nearest Neighbors (kNN) algorithm works and build kNN algorithm from ground up. We also shall evaluate our algorithm using the k-Fold cross-validation which is also developed from scratch. After completing this tutorial you will know: How to code the k-Nearest Neighbors algorithm step-by-step …

Data Science

6 min read

Data Science

6 min read

Published in Analytics Vidhya

·Jun 24, 2020

Understanding NLP Pipeline

An introduction to phases of NLP pipeline — Natural Language Processing (NLP) is one of the fastest growing field in the world. It is a subfield of artificial intelligence dealing with human interactions with computers. Main challenges in NLP involve speech recognition, natural language understanding, and natural language generation. NLP is making its way into a number of…

Data Science

7 min read

Data Science

7 min read

Published in Analytics Vidhya

·May 6, 2020

COVID-19 Data Analysis

Visualizations and Predictions on COVID-19 pandemic data — Introduction The COVID-19 pandemic also known as coronavirus pandemic is the ongoing outbreak of coronavirus disease (COVID-19). It is caused by a coronavirus called severe acute respiratory syndrome coronavirus 2 (SARS‑CoV‑2). The outbreak was identified in Wuhan, China, in December 2019. The World Health Organization declared the outbreak a Public Health…

Data Visualization

6 min read

Data Visualization

6 min read

Published in Analytics Vidhya

·Apr 27, 2020

Understanding ETL Pipeline

Overview In general, a pipeline is a linear sequence of specialized modules used to design or execute a computer instruction in successive steps. Similarly, data pipeline is a generic term for moving data from one place to another. For example, it could be moving data from one server to another server. …

Data Science

5 min read

Data Science

5 min read

Published in The Startup

·Apr 20, 2020

Data driven insights of Seattle AirBnB listings

Introduction AirBnb is an online marketplace for providing lodging, primarily b&b (bed and breakfast). The company does not own any of the listings on the application; it acts as a broker and receives commissions from each booking. Started in 2008, the company is based in San Francisco, California, US. The company…

Data Science

7 min read

Data driven insights of Seattle AirBnB listings data

Data Science

7 min read