Deep Learning Projects (CNN Week-1)

To create a comprehensive dashboard for visualizing healthcare facilities in New York City to aid in decision-making, policy planning, and resource allocation.

Data Science Project (Final)

This project outlines the final project requirements for Information Architectures, focusing on group assignments, scoring criteria, topic selection, core requirements, and project components such …

Data Science Project (Neural Networks M13)

Data Science Project (Automated Weather Prediction through Image Classification)

Data Science Project (Decision Trees & Random Forests M11)

Data Science Project (Naïve Bayes Text Classification M10)

Data Science Project (Clustering + SVM)

Data Science Project (Classification via KNN & SVM M8)

Data Science Project (Logistic Regression M7)

Data Science Project (Regression for Numeric Data)

Welcome to Ansuman's Portfolio

Data Science Project (Feature Selection & Dimensionality Reduction M4)

Data Science Project (Understanding Classification Model Performance Metrics M5)

Data Science Project (Cleaning Messy Data M3)

Data Science Project (K-Fold Cross Validation M2)

This project aims to analyze and forecast the total funding amounts of startups using various regression and time series modeling techniques. Initially, we preprocess the dataset, which includes fe…

In this project, you will analyse customer-level data of a leading telecom firm, build predictive models to identify customers at high risk of churn and identify the main indicators of churn.

An education company named X Education sells online courses to industry professionals. On any given day, many professionals who are interested in the courses land on their website and browse for co…

In this project is a programming assignment wherein you have to build a multiple linear regression model for the prediction of demand for shared bikes. You will need to submit a Jupyter notebook fo…

RSVP Movies, aiming for a global audience in 2022, seeks data-driven insights. As a data analyst and SQL expert, I'll analyze past movie data, providing recommendations for their strategic planning…

This case study provides a practical application of EDA techniques in a real business context. Beyond utilizing EDA methods, the goal is to foster a fundamental comprehension of risk analytics with…