Tushar Kadam

M&G Plc

Data Scientist

June 16, 2026 – Present

NLP_Amazon_Alexa_Reviews

April 30, 2021 – April 30, 2021

You are working in the amazon company as data scientist. They want you to focus on customer reviews on there alexa product. So your aim is to classify the unhappy customer based on the features 'rating', 'date', 'variation', 'verified_reviews', 'feedback'. So let's work on the customer reviews.

Deep-Learning-Optimizing-Neural-Networks

April 30, 2021 – April 30, 2021

In this project we are working on the Lending club dataset. Lending Club is a peer to peer lending company based in the United States, in which investors provide funds for potential borrowers and investors earn a profit depending on the risk they take (the borrowers credit score). Lending Club provides the "bridge" between investors and borrowers. For more basic information about the company please check out the wikipedia article about the company. From the given set of data we want to predict loan_status of the borrower. We have to predict the laon staus based on the features like Loan amount,payment plan,grade,verification status,recoveries etc. The loan status having the various categories like Fully paid,charged off,late,Issued,In a grace period etc. In the last assignment you have seen that how to apply the basic neural network on the dataset. In this project we will see how to optimize neural network in order to increase the training speed and how we can increase the accuracy.

Deep_Learning_Lending_Club_Defaulters_Prediction

March 9, 2021 – March 9, 2021

Deep_Learning_Lending_Club_Defaulters_Prediction — GitHub repository

Mahindra-First-Choice

February 9, 2021 – February 18, 2021

Mahindra-First-Choice — GitHub repository

Project_NLP_News_Pages_Classification

January 19, 2021 – January 19, 2021

You are given references to news pages collected from an web aggregator in the period from 10-March-2014 to 10-August-2014. The resources are grouped into categories that represent pages discussing the same story. News categories included in this dataset include business(b); science and technology(t); entertainment(e); and health(h). The goal is to predict which class a particular resource belongs to given the title of the resource.

Hackathon

October 20, 2020 – October 30, 2020

Hackathon — GitHub repository

Decision_Trees_Ensemble_Techniques_Employee_Attrition_Prediction

October 20, 2020 – October 20, 2020

Decision_Trees_Ensemble_Techniques_Employee_Attrition_Prediction — GitHub repository

Ensemble_Techniques_Mars_Crater_Classification

September 13, 2020 – September 13, 2020

This dataset was generated using HRSC nadir panchromatic image h0905_0000 taken by the Mars Express spacecraft. The images are located in the Xanthe Terra, centered on Nanedi Vallis and covers mostly Noachian terrain on Mars. The image had a resolution of 12.5 meters/pixel. Problem statement Determine if the instance is a crater or not a crater. 1=Crater, 0=Not Crater About the dataset Using the technique described by L. Bandeira (Bandeira, Ding, Stepinski. 2010.Automatic Detection of Sub-km Craters Using Shape and Texture Information) we identify crater candidates in the image using the pipeline depicted in the figure below. Each crater candidate image block is normalized to a standard scale of 48 pixels. Each of the nine kinds of image masks probes the normalized image block in four different scales of 12 pixels, 24 pixels, 36 pixels, and 48 pixels, with a step of a third of the mask size (meaning 2/3 overlap). We totally extract 1,090 Haar-like attributes using nine types of masks a

Python_Nobel_Prize_Dataset_Analysis

April 11, 2020 – April 11, 2020

Between 1901 and 2016, the Nobel Prizes and the Prize in Economic Sciences were awarded 579 times to 911 people and organizations. The Nobel Prize is an international award administered by the Nobel Foundation in Stockholm, Sweden, and based on the fortune of Alfred Nobel, Swedish inventor and entrepreneur. In 1968, Sveriges Riksbank established The Sveriges Riksbank Prize in Economic Sciences in Memory of Alfred Nobel, founder of the Nobel Prize. Each Prize consists of a medal, a personal diploma, and a cash award. A person or organization awarded the Nobel Prize is called Nobel Laureate. The word "laureate" refers to being signified by the laurel wreath. In ancient Greece, laurel wreaths were awarded to victors as a sign of honor.

Movies_Ratings

April 10, 2020 – April 10, 2020

Our aim in this project is to explore the movie dataset and find some movies with high ratings. Your friend has just begun with his vacations and wants you to suggest some good movies for him to watch. Since you have just learned Python, you decided to use your Python skills to analyze a movie dataset and explore the ratings of the movies. In our dataset, we have the details of the movies in more than 50 languages, but your friend is interested only in watching English movies. Thus, our goal is to analyze the data and suggest English movies with high-ratings to your friend.