Pinned Repositories
AIPND
Code and associated files for the AI Programming with Python Nanodegree Program
autoloader-templates
sample templates on using Databricks autoloader to perform incremental ETL on Databricks
Databricks-GenAI-Series
All the resources related to GenAI hands on workshop.
mlmodel-deploy-using-flask
PDFBox-Databricks
This end-end demo will walk the users through the process of extracting text from encoded PDF documents at scale using Apache PDFBox and Databricks using Scala and Spark.
pima_diabetes_detection
ReinforcementLearning-Quadcoper
This Repository contains code that employs Reinforcement Learning technique of Actor Critic to train a Quadcopter to fly.
Spam-Review-Filter-NLP
This project uses NLP and John Snow Labs API with Apache Spark to tag fraudulent reviews.
SparkML
Understanding-Pandas-UDF-in-Apache-Spark-3.0
This repo contains code mentioned in the Understanding Pandas UDF in Apache Spark 3.0 article.
debu-sinha's Repositories
debu-sinha/Databricks-GenAI-Series
All the resources related to GenAI hands on workshop.
debu-sinha/PDFBox-Databricks
This end-end demo will walk the users through the process of extracting text from encoded PDF documents at scale using Apache PDFBox and Databricks using Scala and Spark.
debu-sinha/autoloader-templates
sample templates on using Databricks autoloader to perform incremental ETL on Databricks
debu-sinha/BERT-EntityResolution
This repo contains code for scaling BERT based entity resolution on Databricks for batch inference
debu-sinha/Spam-Review-Filter-NLP
This project uses NLP and John Snow Labs API with Apache Spark to tag fraudulent reviews.
debu-sinha/mlmodel-deploy-using-flask
debu-sinha/Understanding-Pandas-UDF-in-Apache-Spark-3.0
This repo contains code mentioned in the Understanding Pandas UDF in Apache Spark 3.0 article.
debu-sinha/Boston-Housing-Prediction
Predict Housing values in the suburbs of Boston
debu-sinha/Databricks-GPU-Serving-Examples
Databricks GPU Model Serving Example Scripts
debu-sinha/databricks-ml-examples
debu-sinha/dbdemos-notebooks
Dbdemos notebook source as packaged in dbdemos toolkit
debu-sinha/Docker-For-ML-Series-Part-2
This repository contains code complimenting the second article in the Docker Crash Course of ML engineers and Data Scientists series.
debu-sinha/end-end-tensorflow-databricks
This project walks through an end-end usecase of fraud detection based on the popular opensource TensorFlow llibrary on the latest Databricks ML environment. We will utilize MLFlow to manage the model training lifecycle and versioning and ultimately packaging the model for deployment as a rest endpoint.
debu-sinha/flask-repository
This repository contains code for a sample project that demonstrates how to utilize Flask framework to create Rest API's using some advanced features like authentication using SQLAlchemy and JWT tokens
debu-sinha/langchain
⚡ Building applications with LLMs through composability ⚡
debu-sinha/lendingclubscoringdbx
lending club scoring dbx
debu-sinha/load-test
Databricks load testing endpoints
debu-sinha/mastering-fine-tuning-databricks
debu-sinha/ml-cicd-demo
debu-sinha/mlflow_custom_model_demo
mlflow custom model demo on Databricks
debu-sinha/mlproject
an end to end ml project based using IDE
debu-sinha/nyc_taxi_trip_duration_prediction
debu-sinha/recommendation-engines
code related to different types of recommendation engines
debu-sinha/Redshift-Databricks-Migration
Contains resources for Redshift to Databricks migration
debu-sinha/scaling-ml
This repository contains code to demonstrate how you can scale various aspects our your existing single node ML workloads on a Databricks cluster.
debu-sinha/simple-databricks-ml-cicd
A simple demo project for showcasing CI/CD lifecycle for an ML project on Databricks
debu-sinha/tech-blog-codebase
all the code examples I use in my blogs
debu-sinha/text-summarizer-project
debu-sinha/training-llms-from-scratch-private
training-llms-from-scratch-private
debu-sinha/vectordb-recipes
High quality resources & applications for LLMs, multi-modal models and VectorDBs