Bike Sharing Demand Prediction

Build a regression model to predict the demand for shared bikes for BoomBikes, a US bike-sharing provider, to help them understand supply and meet the demand for bikes and plan logistics.

Credit Risk Analysis

Analyze loan application data using EDA to identify factors influencing loan default risk.

E-commerce File Handler

Automate the management of product data to enhance operational accuracy and efficiency in e-commerce platforms.

Lead Scoring Classification

Build a logistic regression model to assign lead scores and identify potential leads for X Education to improve lead conversion rates.

Stock Portfolio Management

Analyze and manage a portfolio of stocks to optimize investment returns for the client, utilize technical analysis, the capital asset pricing model (CAPM), and machine learning to assess and predict the performance of stocks from various sectors listed on the NYSE, comparing them to the S&P 500 index.

Titanic Data Analysis

Perform exploratory data analysis (EDA) to analyse how various factors, such as socio-economic status, gender, age, and family presence, influenced the survival chances of passengers in the Titanic disaster.

Superstore Sales Project

Create a report containing a summary of sales for the corporate customer segment at Superstore Sales retail store.

Airbnb Case Study

Derive important insights from Airbnb NYC data and present the same to senior management so as to increase the revenue which has been affected due to the COVID-19 pandemic.

IPL Visualisation Project

In this assignment, you will build a complete neural network using Numpy. You will implement all the steps required to build a network - feedforward, loss computation, backpropagation, weight updates etc. You will use the MNIST dataset to train your model to classify handwritten digits between 0-9.

Auto Vehicles Sales Analysis

Help Geely Auto by using linear regression to understand the factors affecting car pricing in the American market.