Bank Credit Analysis
With Python
Scenario: Loan companies struggle to approve loans for people with poor or no credit history. This leads to some customers taking advantage and not repaying the loans.
Bank Credit Analysis
RSVP Movies Analysis
In SQL
Scenario: RSVP Movies, an Indian film production company known for blockbuster films, aims to release a global movie in 2023. They want to carefully plan each step of this new project.
Airbnb Tableau
Dashboard
Scenario: Airbnb's income dropped a lot recently. Now that travel restrictions are easing and people are starting to travel again, Airbnb wants to be fully prepared for this change.
LinkedIn Web Scraping
With Python
Scenario: Use Python Extract the maximum number of job posts through LinkedIn web scraping. To make it scalable, please sync the output to a Google Sheet (Share property: Anyone with the link)
Shared Bike Linear
Regression With Python
Scenario: BoomBikes aspires to identify the public's desire for shared bikes once the ongoing lockdown situation caused by COVID-19 ends across the country. They designed this to prepare themselves to meet people's needs whenever the situation improves overall, allowing them to differentiate themselves from competitors and make big profits.
Lead Scoring Logistic
Regression With Python
Scenario: Create a logistic regression model that assigns a lead score (0–100) to each potential lead, helping the company target the most promising ones. Higher scores indicate "hot" leads are likely to convert, while lower scores indicate "cold" leads are unlikely to convert.
Telecom Churn
With Python
Scenario: To reduce customer churn, telecom companies need to predict which customers are at high risk of churn.
COMAPNY REVENUE VS CEO SALARY VS COMPANY EMPLOYEE PAYOUT
Scenario: To reduce customer churn, telecom companies need to predict which customers are at high risk of churn.