Suman Kundu 's repositories
Advance-Dashboard-EXCEL-
👨💻👨💻 Critical insights findings and prepare presentable visualization for understanding. Trend analysis is a technique used to examine and past movements of an item based on current and historical data.
Advance_SQL-
Advance SQL
Bank-Customers-Churn-Prediction-With-GUI
👨💻👨💻 Customer churn prediction is the process of using machine learning models to identify customers who are likely leave in the near future. ML algorithms analyze customer data, such as credit score and estimated salary, to identify patterns of customer behavior and make predictions about upcoming churn rates
Book-Recommendation-system-
👨💻👨💻 Movie Recommendation system , this model is projecting five similar movies to user according to user input.
Classification-with-Decision-Tree
👉👉iPhone related data has been analysis and present predictive model based on decision tree.
Classification-with-Random-Forest---2
👉👉 Fraud detection by establishment of random forest model
Credit_card_-ML_-Logistic_reg-
Logistic regression model for credit card
Financial-Ratio-analysis-
Financial ratio analysis and identification of financial strength and weakness
Financial-statement-
Balance sheet and income statement to evaluate organization performance and current financial stability.
Heart-Diseases-Identifier-Model-with-GUI
👨💻👨💻 A 6-fold cross-validation approach was employed during the model development process. The results indicated that the decision tree algorithm achieved the highest accuracy in predicting heart disease.
HR-Dashboard-
SL - Sick Leave, WFH - Work From Home analysis
K_Mean-clustering-Decision-Tree
👨💻👨💻 Large amount of customer data has been clustered and establishing predictive model by decision Tree.
Loan-Predictive-model-SVM-
👨💻👨💻 Support Vector Modelling To Predict Loan Eligibility Status
Logistic-regression-for-credit-card-
👨💻👨💻 Credit card class prediction by logistic regression
ML2_Toyota_multiple-regression-model-
👉👉 Toyota car price prediction by regression model
ML_Profit_prediction_model
👨💻👨💻 Multiple linear regression model for profit prediction
Prediction-with-Binomial-LOgistic-Regression
👨💻👨💻 Bank deposit prediction model by Binomial Logistic Regression
Profit-and-Loss-Statement-For-The-Year-31st-December-2020-Turtle-Co.-
👨💻👨💻 Financial position evaluation For The Year 31st December, 2020 (Turtle Co.)
Quikr_Car_price_prediction
👨💻👨💻 Car price predictive model by Logistic Regression
Sales-Prediction-model-XG-boost-
👨💻👨💻 Sales predictive model by XG boost
TATA-Motors-Closing-Price-Forecasting-with-ARIMA-SARIMA-SARIMAX
👨💻👨💻 Forecasting 30 day's closing price trend or possible movement in Tata Motors. Trend identification provide information for future stock price movement, which helps for investment in short term preiod.
Walmart-sales-analysis
Sales data analysis conducted using MySQL involves querying and analyzing data stored in a database. Power BI aids in visualizing this data, creating insightful reports,
Workforce-analysis-
Workforce status analysis
Banking-Data-Analysis-
banking data has been explored by different insights presentation to user.
Blanchet-and-income-statement-
Financial statements has been prepared for identification of current and previous year performance analysis.
Heart-Diseases-Identifier-Model
A 6-fold cross-validation approach was employed during the model development process. The results indicated that the decision tree algorithm achieved the highest accuracy in predicting heart disease.
HR_dashboard-
👨💻👨💻Workforce analysis
Sales_dashboard-
Advance excel, Power Queary, Data Modelling, Data connection establishment, Insight Gathering.