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Nikhil Darade's Projects

bigquery-oreilly-book icon bigquery-oreilly-book

Source code accompanying: BigQuery: The Definitive Guide by Lakshmanan & Tigani to be published by O'Reilly Media

customerchurnpredicion icon customerchurnpredicion

The primary objective was to develop a Logistic Regression Model to investigate and predict the parameters contributing for customer churn (attrition) in the Telecom Industry. The project uses all aspects of one of the most important and popular Supervised Data Mining Techniques – Logistic Regression.

customerfrauddetection icon customerfrauddetection

Given the JSON profiles representing fictional customers from an e-commerce company. The profiles contain information about the customer, their orders, their transactions, what payment methods they used and whether the customer is fraudulent or not

datasciencecourse icon datasciencecourse

This holds iPython notebooks and lecture slides for the Intro to Data Science Master's course I teach at NYU.

dsin100days icon dsin100days

This repository is created to provide access to the source code and presentation material that Colaberry has developed for the DS in 100 days program

feature-engineering-book icon feature-engineering-book

Code repo for the book "Feature Engineering for Machine Learning," by Alice Zheng and Amanda Casari, O'Reilly 2018

fifa_eda icon fifa_eda

Exploratory Data Analysis – FIFA dataset

handson-ml2 icon handson-ml2

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

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