Pinned Repositories
car-price-prediction-linear-regression
Machine learning model with linear regression for car price prediction
clustering-countries-need-aid
Cluster the countries, which are in direst need of aid, by analyzing their socio economic features.
credit-analytics-student-loan
Analysis of the student loans data to determine, if there are any loan characteristics that are predictive of the Early Risk Score.
credit-card-fraud-detection
Machine learning model for Credit Card fraud detection
credit-eda-case-study
Should you get a loan? Will you pay on time?
customer-acquisition-analytics
Build a response model for predicting the probability of a response from each prospect and target the ones most likely to respond to the telemarketing campaign. The objective is to reduce the cost of the bank by doing a targeted campaign.
gdp-analysis-india-2014-15
GDP analysis for India in the year for 2015-16 and recommendation for the individual states for increasing the GDP by focusing on various factor.
stock-market-analysis-with-sql
Stock price analysis for six companies stocks for Indian Stock Market for making recommendations for BUY or SELL stocks.
telecom-churn-case-study
Build a classification model for reducing the churn rate for a telecom company
time-series-forecasting-airline-passenger-traffic
Build models for forecasting Airline passenger traffic by utilizing several algorithms for time series analysis.
sahidul-shaikh's Repositories
sahidul-shaikh/credit-card-fraud-detection
Machine learning model for Credit Card fraud detection
sahidul-shaikh/telecom-churn-case-study
Build a classification model for reducing the churn rate for a telecom company
sahidul-shaikh/car-price-prediction-linear-regression
Machine learning model with linear regression for car price prediction
sahidul-shaikh/customer-acquisition-analytics
Build a response model for predicting the probability of a response from each prospect and target the ones most likely to respond to the telemarketing campaign. The objective is to reduce the cost of the bank by doing a targeted campaign.
sahidul-shaikh/gdp-analysis-india-2014-15
GDP analysis for India in the year for 2015-16 and recommendation for the individual states for increasing the GDP by focusing on various factor.
sahidul-shaikh/time-series-forecasting-airline-passenger-traffic
Build models for forecasting Airline passenger traffic by utilizing several algorithms for time series analysis.
sahidul-shaikh/credit-eda-case-study
Should you get a loan? Will you pay on time?
sahidul-shaikh/stock-market-analysis-with-sql
Stock price analysis for six companies stocks for Indian Stock Market for making recommendations for BUY or SELL stocks.
sahidul-shaikh/credit-analytics-student-loan
Analysis of the student loans data to determine, if there are any loan characteristics that are predictive of the Early Risk Score.
sahidul-shaikh/clustering-countries-need-aid
Cluster the countries, which are in direst need of aid, by analyzing their socio economic features.
sahidul-shaikh/credit-risk-management-with-explainable-ai
Prediction of the possible defaulters for the consumer loans product with Explainable AI to find out the rationale or underlying factors behind the prediction
sahidul-shaikh/demonetization-sentiment-analysis
Social Media (Twitter) Opinion Mining - Demonetization Sentiment Analysis
sahidul-shaikh/housing-price-prediction-with-ridge-and-lasso-regularisation
The use case is an application of the regularization technique such as Ridge and Lasso for building a linear regression model for housing price prediction.
sahidul-shaikh/lead-scoring-for-education-company
Build a machine learning model for identifying the set of leads of X Education so that the lead conversion rate should go up and the sales team of the company focus more on communication with the potential leads rather than making calls to every customer.
sahidul-shaikh/nyc-taxi-commute-case-study-with-hive
New York City Taxi commute data analysis for making the commute system better for a particular Taxi company (TLC) by using Hive and HDFS
sahidul-shaikh/deploying-machine-learning-models
Code for the online course "Deployment of Machine Learning Models"