Debashis Dutta's repositories
Advanced-Deep-Learning-with-Keras
Advanced Deep Learning with Keras, published by Packt
Capstone-Project---The-Battle-of-Neighborhoods
Capstone Project - The Battle of Neighborhoods
CapstoneProject
This repository is used for the Coursera Capstone project
CECL-Modelling-Implementation
Forecasted the Expected Credit Loss, over the lifetime of the mortgage. Built Loan-level PD Model using Markov Chain Transition Matrix and logistic regression with six transition states and validated them using backtesting.
Coursera-Capstone
Final project for IBM Data SCience
Coursera_Capstone-3
Coursework from Coursera: Applied Data Science Capstone
Coursera_Capstone-4
This notebook will be used for the Capstone Course Projects
Coursera_Capstone-5
This repository is part of the Coursera Capstone Project of IBM.
Coursera_Capstone-6
This repository contains my Coursera Capstone files.
Coursera_Capstone-7
This repository contains the data science Capstone project for the IBM Data Science Professional Certificate.
Courses-
Quiz & Assignment of Coursera
Credit-Risk-Anaytics-The-R-Companion
The rep contains the R files from Credit Risk Analytics: the R Companion, from H Scheule, D Rosch an B Baesens. Unfortunately, when I bought the book, I could not find the R files accompanying the book. So I decided to create the R files from the snippets of codes in the book. Hope you find the files useful. I also think this is an excellent book for those with an experience in both credt risk models and programming in R. If instead you want to learn R or credit risk, this is not the best book for you.
Credit-Risk-Model
Credit Risk Model on Machine learning and prediction
credit-risk-modeling
credit-risk-modeling
Credit-Risk.Machine-learning-application.
This work aim to, on one side, the backend code develop on Python Notebook (code_credit_scoring_np.ipynb), for reason of readability, to find the best Hyperparameter in order to achieve the best forecast for the credit scoring with algorithm we analize during the thesis
Credit_Risk
Supervised Machine Learning and Credit Risk
Creditcardanalysis
Credit card risk analysis logistic model The project includes Data exploration Missing. value treatment Model. building Model validation Business Interpretation
github-example
This repository is a demonstration of how to create a Github repository and properly set it up
Hands-on-Python-for-Finance
Hands-on Python for Finance published by Packt.
IBM_Capstone
IBM Data Science Program Capstone
mlfinlab
MlFinLab helps portfolio managers and traders who want to leverage the power of machine learning by providing reproducible, interpretable, and easy to use tools.
PD_model_with_Python
Development/Validation of Probability of Default models