Manaswi Kamila's repositories
8-Week-SQL-Challenge
Case study solutions for #8WeekSQLChallenge by Danny Ma.
RSVP-Movies
SQL queries performed on IMDb database to provide recommendations to RSVP Movies based on insights.
Global-Unicorn-companies-landscape
Tableau dashboard to analyze the global Unicorn companies landscape
Credit-Card-Fraud-Detection
Built a fraud detection model to help banks identify credit card frauds and be vigilant enough to reduce losses incurred due to such unauthorised transactions by the fraudsters.
Credit-worthiness-of-customer
Loan default prediction by identifying patterns that indicate if a client has difficulty paying their installments which may be used for taking actions and risk assessment.
IPL-Dataset-Visualization
Performed Sports analysis by creating dashboards for Match Statistics, Player Statistics and Team Statistics in Tableau using IPL data from 2008-2017.
Public-Clickstream-Data-Analysis
Used a public clickstream dataset of a cosmetics store to extract data and gather insights. Launched an EMR 5.29.0 cluster that utilizes Hive services and used optimized hive queries to improve their sales by identifying customer behavior.
Uber-Supply-Demand-Gap
Uber Technologies, Inc. (Uber) is an American mobility as a service provider. EDA and data visualisation is used to systematically study the gap between demand and supply of Uber cabs running between the city and the airport and address the problem Uber is facing - driver cancellation and non-availability of cars leading to loss of potential revenue.
Bike-Sharing-Case-Study
Built a multiple linear regression model for the prediction of demand for shared bikes.
Credit-Card-Routing-for-Online-Purchase-via-Predictive-Modelling
Built a logistic regression model to help the business to automate the credit card routing via a predictive model.
IMDb-Movie-Data-Visualisation
A guided IMDb data visualization project using Seaborn and Matplotlib Python libraries.
Lead-Scoring
Built a logistic regression model to assign a lead score between 0 and 100 to each of the leads which can be used by the company to target potential leads.
Machine-Learning
ML notes
SQL-Case-Study
Structured problem solving in SQL using issue tree framework
StartUp-Revenue-Calculator
Machine Learning project which predicts the revenue of a start-up and helps entrepreneurs take informed decisions.
Tableau
Tableau projects
Telecom-Customer-Churn
Telecom Customer Churn Case Study using SQL, Python and Tableau
Web-scraping
Web scraping using BeautifulSoup