MY DATA SCIENCE PROJECTS
SQL
Toy Replica Case Study
In this case sudy, suppose you are a data analyst working at this company. Here, you are only focusing on the SQL queries to get an idea of the company’s sales.
Tableau
HR Analytics Dashboard
Imagine that you are a data analyst working in the HR department of a company called ‘149 Solutions’. Recently, a lot of your colleagues left the company. Your manager has asked you to identify the primary factors causing attrition, prepare a report and present it to the senior management.
PYTHON
Exploratory Data Analysis
This case study aims to identify patterns which indicate if a client has difficulty paying their instalments which may be used for taking actions such as denying the loan, reducing the amount of loan, lending (to risky applicants) at a higher interest rate, etc.
PYTHON
Simple Linear Regression for Sales Prediction
This case study aims to predict Sales using Simple Linear Regression which will help company to take important business decisions.
PYTHON
Lead Scoring Case Study
The company wishes to identify the most potential leads, also known as ‘Hot Leads’ and needs a model wherein a lead score is assigned to each of the leads such that the customer with higher lead score have a higher conversion chance and the customer with lower lead score have a lower conversion chance. The CEO , in particular has given a ballpark number for the lead conversion rate i.e 80%..
INTERNSHIPS
| KPMG Data Analytics Consulting Virtual Experience Program on Forage | KPMG | More |
CERTIFICATION
| Data Analytics Consulting Virtual Internship | KPMG | More |
| Data Science Programming Bootcamp | UpGrad | More |
| Learn Python: The Complete Python Programming Course | Udemy | More |
| Excel Basics for Data Analysis | Coursera | more |
| Data Visualization and Dashboards with Excel and IBM Cognos | Coursera | More |
| Effective Speaking: Master Public Speaking and Presentation | UpGrad | More |