Souvik Ganguly's repositories
Bank_Loan_Analysis_with_PowerBI_Dashboards
Comprehensive analysis and visualization of bank loan data using SQL and Power BI, featuring KPIs, monthly trends, regional analysis, and detailed dashboards to provide valuable insights into lending activities and borrower profiles.
Machine-Learning-Basic-Intermediate-Expert.
I am building this tutorial one day at a time for people like me who wants to learn every single day and keep themselves upgraded with new technologies and new domains. If you're a beginner in Python, feel free to access my Python-Step-by-Step tutorial for better understanding.
Prediction-of-Bike-Rental-Count-Linear-Regression-and-Deployment-along-with-deployment
Prediction and Projection for a problem statement by BoomBikes to predict the factors affecting their bike rental count post covid and deploying a model predicting the number of bikes that can be rented for a particular day.
Predictive-model-to-classify-profitable-borrowers
The bank is facing significant financial losses due to loan defaults, which directly impacts profitability and risk management. The ultimate goal is to improve the bank's overall financial health and customer satisfaction through data-driven insights and predictive analytics.
Automate-Severity-Levels-in-SOAR-alerts-for-SOC-Analyst
This is a POC built to automate deciding the severity levels of the alerts received in SOAR platform for increasing efficiency of the SOC Analyst.
awesome-datascience-Lots-Of-Resource-At-One-Place
:memo: An awesome Data Science repository to learn and apply for real world problems.
Complete-Data-Engineering-With-AWS-Basic-To-Advance
This repository maintains my learning as part of the course Complete Data Engineering With AWS - Basic To Advance.
data-science-ipython-notebooks-SlightlyAdvanced
Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.
Deep-Learning-CNN-based-hand-gesture-recognition
This project involves building a 3D Convolutional Neural Network (CNN) to correctly recognize hand gestures by a user to control a smart TV.
ds-cheatsheets-For-Reference-Fabio
List of Data Science Cheatsheets to rule the world
Flask-Handson
This repository documents my continuous Flask learning and building project/(s).
Predict-BankTermSubscribers
This is a supervised classification problem to predict if the client would subscribe to a term deposit based on a marketing campaign.
Python-Step-by-Step
This repository contains all my python codes while learning. It also has comments which will help you refer and learn along with me.
Threshold-Tuning-for-Anti-Money-Laundering-AML-Scenario
This repository contains the code and analysis for tuning thresholds in an Anti-Money Laundering (AML) scenario focusing on large value deposits. It explores different tuning methodologies, including J-statistics, F1 score, and recall, providing performance metrics and visualizations for both training and test data.
Getting-Started-With-Java
This repository has programs like "Hello World", defining methods, calling a class and it's methods etc.
github-slideshow
A robot powered training repository :robot:
LearnDataScience-Beginners
Open Content for self-directed learning in data science