22 Capstone Projects found

Sentiment Analysis of Twitter using NL toolkit in Python

Make internet a safe place - one hate-free Tweet at a time, and also build an exceedingly impressive proof of work in the field of social media analytics.

Predict the fare amount of future rides using regression analysis

Ever wonder how your Uber ride prices keep changing so often? Why not learn how by creating the prediction model yourself?

174 subscribers

Identify premium pricing attributes for home insurance using R/Python

A simple and brilliant opportunity to build proof of work in the extremely in-demand data science field of insur-tech.

Identify customer segments for online retail with the use of K-means clustering

Data Analysis, Model formulation

E-commerce industry needs data scientists for pretty much everything growth-related. Build some extraordinary proof of work in Data Science for e-commerce

120 subscribers

Automate the business loan approval system for a central bank using historical data of borrowers

NPAs is a four-letter word in Indian banking industry. Can you design a system for loan approval that minimises chances of bad debt due to human error?

110 subscribers

Build a model to predict performance of employees, based on the visualisation and analysis of past data of employee performance

Model formulation

How does Teach For India tracks 1500+ employees' performance? And, why is it important?

178 subscribers

Predict if a customer is likely to buy travel insurance using R/Python

Model formulation

Here is your chance to build unique proof of work in the hot field of insurance technology!

Identify best practices to mitigate defaulting of vehicle loans

Business Analytics

Data Visualization, Data Wrangling, SQL Programming

Banks do not want to lose money! How can they reduce loan defaults?

Analyse the market trends of the Used Car Market from multiple geographies using EDA and Data Visualization

Business Analytics

Data Analysis, Data Visualization

Help a car reseller analyse the market trends of the used car market using exploratory data analysis and data visualization.

163 subscribers

Analyse Health and Demographic Data to identify common traits leading to Heart Disease

Business Analytics

Data Analysis, Data Visualization

Decode the patterns and trends in health data, fine-tune your python prowess and engage in data storytelling like never before.

Predict future sales to optimize inventory and sales strategies by studying patterns from historical data

Data Analysis, Model formulation

In the fast-paced world of online retail, predicting future sales is key to staying ahead. Using historical data, you can optimise inventory and sales strategies.

Build a system to recommend products or content to users based on the historical clickstream data

Model formulation, User Experience Research & Analysis

Imagine a system that can predict what your users want to see or buy next, based on their previous interactions. This experience takes you on a journey from raw data to a fully integrated solution.

Develop a predictive model to accurately forecast hourly traffic volumes at different road junctions based on historical traffic data

Algorithm Development & Implementation, Data Analysis & Modelling

Explore the factors influencing traffic congestion at different junctions, and build a model that will help solve the widespread problem of congestion through targeted interventions

146 subscribers

Analyze Mobile App Data on various platforms and generate recommendations based on the analysis and various metrics available in the datasets using Python

Mine the data from playstore and find out what are the hottest, most profitable app categories. You will need to use Python (Data Science) for this menternship.

Build a Content based Movie Recommender System to recommend Movies using Open source Data in Python

Model formulation

How does Youtube build personalized recommendations for every user? Can the same data science algorithms guide us to find movie recommendations?

121 subscribers

Build a model that helps detect Credit Card Fraud using logistic regression

Data Analysis & Modelling

Focus is on building a model to detect credit card fraud using logistic regression, a crucial tool in the fight against digital financial fraud.

Recommend mutual funds based on investors' risk profile

Business Analytics

Data Visualization, Data Wrangling, SQL Programming

Should I invest? Should I not? Use business analytics to help investors make this crucial decision!

Build a predictive model for employee attrition on Python

Model formulation

Is there anything that Python can't solve? Nope. Build a predictive model in the hot field of HR analytics here.

Identify the best source of recruitment for a tech startup, based on previous data of candidate sources and recruitment strategies

Model formulation

HR analytics is one of the biggest areas of work data scientist. And improving hiring processes is one of the most important problems to solve in this field.

198 subscribers

Improve customer experience by analyzing product reviews of e-commerce website

Did you think data science is just numbers? Nuh-uh. What about all the data found in form of reviews and queries! Use Natural Language Programming in R to complete this menternship.

Predict the onset of diabetes based on diagnostic data

Model formulation

Want to design a machine learning model that can save lives? Here is your chance with this amazing menternship from the field health analytics

Study customer churn analytics for the banking industry

Business Analytics

Data Visualization, Research and Intuition - FinTech, SQL Programming

What can the likes of ICICI and HDFC banks do to keep their customers happy?

246 subscribers