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Pratik Chouhan's Projects

-movie-recommendation-system-using-python icon -movie-recommendation-system-using-python

A Recommender system, or a recommendation system, is a subclass of information filtering system that seeks to predict the “rating” or “preference” a user would give to an item. simply, Recommender systems aim to predict users’ interests and recommend product items that quite likely are interesting for them.

boombike-sharing-multilinear-regression icon boombike-sharing-multilinear-regression

Problem Statement A US bike-sharing provider BoomBikes has recently suffered considerable dips in their revenues due to the ongoing Corona pandemic. The company has decided to come up with a mindful business plan to be able to accelerate its revenue as soon as the ongoing lockdown comes to an end, and the economy restores to a healthy state. In …

credit-card-fraud-detection icon credit-card-fraud-detection

Credit card fraud detection refers to the process of identifying and preventing unauthorized or fraudulent use of credit card information. It involves the use of various techniques and technologies to detect suspicious transactions and patterns that are indicative of fraudulent activity Credit card fraud can occur in many forms, such as

credit-eda-case-study icon credit-eda-case-study

About The loan providing companies find it really difficult to sanction loans to the people due to their insufficient or non-existent credit history. Which is why, some of the consumers use it as their advantage by becoming a defaulter. And, I have to use EDA to analyze the patterns present in the data. This will ensure that the applicants capable of …

exploratory-data-analysis-in-spreadsheets icon exploratory-data-analysis-in-spreadsheets

Hello Everyone, Spreadsheets are a great tool for quickly exploring data, and this training covers techniques for rapidly extracting insights from a new dataset. You'll explore Fortune 500 data, creating summary statistics, pivot tables, and visualizations to identify patterns and trends in the world’s largest businesses.

lead-scoring-logistic-regression icon lead-scoring-logistic-regression

OVERVIEW: I have done building a Machine learning model and Data Analysis for X Education Company to identify the ‘Hot Leads’ as well as to find more ways to improve potential lead conversion rate. I was provided with a dataset having information on the leads (both converted and non-converted) and their behavior before enrolling for one or more …

rsvp--movies icon rsvp--movies

RSVP Movies is an Indian film production company which has produced many super-hit movies. The data of the movies that have been released in the past three years have been provided. We have to analyze the data set and draw meaningful insights that can help them start their new project..

spam-classifier icon spam-classifier

A Naive Bayes spam/ham classifier based on Bayes' Theorem. A bunch of emails is first used to train the classifier and then a previously unseen record is fed to predict the output.

store-sales-dashboard icon store-sales-dashboard

Hello Everyone, I made this Store Sales Dashboard in Excel with sample Data of a Store which I collected from Kaggle.

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