Souvik Ghosh's Projects
Stationarity check using the Augmented Dickey-Fuller test from Scratch in Python
This sample demonstrates how to setup an Amazon SageMaker MLOps end-to-end pipeline for Drift detection
Example π Jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using π§ Amazon SageMaker.
Scripts for the BDD with Cucumber video series
Limit your phone usage, the unexpected way.
Blockchain Decentralized ChainList Web Deployment
RStudio Cheat Sheets
A Lightweight Decision Tree Framework supporting regular algorithms: ID3, C4,5, CART, CHAID and Regression Trees; some advanced techniques: Gradient Boosting (GBDT, GBRT, GBM), Random Forest and Adaboost w/categorical features support for Python
Performs an exploratory analysis on a dataset containing information about shop customers. Check that the assumptions K-means makes are fulfilled. Apply K-means clustering algorithm in order to segment customers.
βΎοΈ CML - Continuous Machine Learning | CI/CD for ML
Course Files for Complete Python 3 Bootcamp Course on Udemy
Exercises and solutions to Stanford CS229 Machine Learning in Python
Getting and Cleaning Data Course Project
Data Science Repo and blog for John Hopkins Coursera Courses. Please let me know if you have any questions.
The Leek group guide to data sharing
Deep Learning Specialization by Andrew Ng on Coursera.
Learn deep learning with tensorflow2.0, keras and python through this comprehensive deep learning tutorial series. Learn deep learning from scratch. Deep learning series for beginners. Tensorflow tutorials, tensorflow 2.0 tutorial. deep learning tutorial python.
Test Suites for Validating ML Models & Data
A Deep Learning based project for colorizing and restoring old images (and video!)
Using KNN Algorithm to predict if a person will have diabetes or not
Labs for Course DP-100: Designing and Implementing Data Science Solutions on Microsoft Azure
The world's simplest facial recognition api for Python and the command line
Fact-checking LLM outputs with langchain
Assignment solution for Data Analysis with Python course on Coursera.
In this notebook, we will build an abstractive based text summarizer using deep learning from the scratch in python using keras