Indraneel D Baruah

sab_chatbot

March 16, 2025 – March 16, 2025

sab_chatbot — GitHub repository

Deep_Learning

July 27, 2023 – July 27, 2023

Code base for trying various DL models

Model-Monitoring

May 7, 2023 – May 7, 2023

Let's talk Precision, Recall, F1 score, Reject Rate, PSI, CSI, KS and Gini along with their python implementation

ML-based-feature-selection

July 8, 2022 – July 12, 2022

This notebook is a one stop shop for ML based feature selection for classification purpose. Once the master data is prepared, we can use this notebook to try out 8 feature selection techniques and combine their results

Data-Scientist-for-Enterprise-Nanodegree-Program

June 12, 2021 – June 12, 2021

This repository has the solutions to multiple assignments done during the course on topics like supervised leering, deep learning

Predicting-fit-of-a-candidate-for-a-job-using-tree-based-models

June 12, 2021 – June 12, 2021

We use multiple Tree boosting models and compare their performance to calculate the fit percentage of a candidate for the job they apply for. Also try to handle categorical methods using various methods.

Unsupervised-ML-Modelling-for-Segmentation

November 8, 2020 – June 12, 2021

Python Implementation of multiple unsupervised segmentation models and evaluating them through multiple evaluation metrics

Predictive-Excellence-Engine

September 28, 2020 – June 12, 2021

In this notebook, we will create an AI and time serie driven forecasting engine based on a set of 5 AI models and 5 time series models and employ several algorithms to perform feature engineering and selection on a multivariate time series dataset.