shankarnat Goto Github PK

bootcamp

Dealing with all unstructured data, such as reverse image search, audio search, molecular search, video analysis, question and answer systems, NLP, etc.

data-wrangling-toolbox

Playground for Pandas; created to present a session on the power of Pandas to my collegues

django-mysite

ds-playground

Data Science Playground - Transformers, NLP, ML, Evaluation Metrics etc.

elasticsearch-labs

Notebooks & Example Apps for Search & AI Applications with Elasticsearch

fastbook

The fastai book, published as Jupyter Notebooks

flaskrestapi

API performing CRUD operation; it has been Dockerized for ease of install, distribution

handson-ml2

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

intro-to-lwc

Hyper fast intro to LWC fundamentals to supplement the official LWC docs, Trailheads and MDN

langchain-projects

This is a Repository to have a list of LangChain based DS Projects such as RAG, Chunking etc.

math-in-ds

This is a repository that captures all the workings on Math required to develop a good intuition and perspective of DataSciences [AI, ML, DL et al.]

mypersonalportfolio

notebooks

Notebooks using the Hugging Face libraries 🤗

notebooksnlp

Jupyter notebooks for the Natural Language Processing with Transformers book

python-hacks

Playground of Python

reactapp

Creates a React App to Track User Time Spent

search-tutorial

Text Search, Vector Search, Semantic Search with ES, Milvus and more.

shankarnat.github.io

Shankar's Portfolio

storieswithdataviz

Tell Stories with Data Viz.