Jaiprakash Prajapati's Projects
Deploy a functional, end-to-end example of training a machine learning model from IoT data
Importance of Area under Curve and Concordant
Automatic architecture search and hyperparameter optimization for PyTorch
Automated Machine Learning with scikit-learn
OpenML AutoML Benchmarking Framework
Rank-2 Solution
:books: List of awesome university courses for learning Computer Science!
List of projects related to Natural Language Processing (NLP) that make a geek smile for they exist
A curated list of awesome Python frameworks, libraries, software and resources
Sagemaker Model Creation and Deployment
Difference between Bagging & Boosting
Bussiness Forecasting
Clasification on Imbalance dataset
Notebooks of different competitions
Image-based recommendation framework using EfficientNet and Seq2Seq model. The model recommends products that customer buys in the next 3 months with a recall score of 0.67 and precision 0.70.
Correlation is one of the widely used statistical concepts. This blog post tries to answer what correlation is, why it is so helpful, what relationship correlation and covariance share and some of ways to calculate correlation.
This very basic script can be used to automate some steps on Co-WIN Platform.
Script to check the available slots for Covid-19 Vaccination Centers from CoWIN API in India.
Machine Learning Nanodegree Project Udacity
Modelling on PD,LGD,EAD and scorecard
Cheat Sheets
Here I'll publish all of my personal projects that relate to Data Science in Marketing
Repo for the Deep Learning Nanodegree Foundations program.
Marketing Budget Optimization for Online Retailers using AI & Machine Learning.
Machine Learning Nanodegree Project Udacity
Sample code and notebooks for Generative AI on Google Cloud