Karan Joseph's repositories
DemandForecasting_SCA
Demand Forecasting using time-series and tree based models for a CPG company that serves US and Canada. Inventory Management using Mixed Integer Linear Programming on the best forecast model.
FraudDetection
Comprehensive ML project to create credit card fraud detection models
Retinal_OCT
Federated Learning with Differential Privacy + MLflow & Optuna
SocioEconomicAnalysis
Study on the socioecomic factors of various countries to see if we can segment them using clustering techniques
TelecomChurn
Case study analysis on telecom data to identify customers that are most likely leave the network.
Upgrad-Python-Exercises
These are some basic python exercises which helped me a lot when learning Python for Data Science as part of my post graduate studies.
Analyzing-Visualizing-Data-PowerBI
This repository contains the lab files and other resources for the free Microsoft course DAT207x: Analyzing and Visualizing Data with Power BI. To learn how to connect, explore, and visualize data with Power BI, sign up for this course on edX.
Chain-SCD
Read and Write to multiple excel sheets for multiple excel files in a directory using python.
Home-Credit-Default-Risk
Many people struggle to get loans due to insufficient or non-existent credit histories. And, unfortunately, this population is often taken advantage of by untrustworthy lenders. Purpose of this analysis, is to figure out and ensure that clients capable of repayment are not rejected and that loans are given with a principal, maturity, and repayment calendar that will empower their clients to be successful.
NycTaxi
A small analytics project in Hive using NYC taxi data
QuantitativeMethods_IB
Research project using Quantitative methods in the International Business context using R-programming.
COVID-19
Novel Coronavirus (COVID-19) Cases, provided by JHU CSSE
covid-19-data
Data on COVID-19 (coronavirus) confirmed cases, deaths, and tests • All countries • Updated daily by Our World in Data
deploying-machine-learning-models
Code for the online course "Deployment of Machine Learning Models"
DPR
Data Pipeline with R : Exercices
fastai_deeplearn_part1
Notes for Fastai Deep Learning Course
GDP-Analysis
GDP Assessment of Indian States :- An extensive study of GDP data-sets of all the states in India, using exploratory data analysis in python.
hecMontrealPython
supplyChainAnalyticsClassSessions
HecMontrealRCodes
Class sessions from Quantitative methods for International Business
HiveMinds
Credit Defaulters analysis done for Hive Minds Bangalore. This is a simple analysis of bank credit defaulters data using logistic regression and linear regression models- in order to predict if a user is likely to fail or not.
HousePrice
House price prediction using advanced regression techniques
learnopencv
Learn OpenCV : C++ and Python Examples
ml-basics
Exercise notebooks for Machine Learning modules on Microsoft Learn
mslearn-dp100
Lab files for Azure Machine Learning exercises
PCLS
Demand Forecasting and Inventory Management for Caterpillar
ProgrammingAssignment2
Repository for Programming Assignment 2 for R Programming on Coursera
Spark-The-Definitive-Guide
Spark: The Definitive Guide's Code Repository
StockAnalysis
A small project in SQL to analyze some stock data