ds-career-resources

Compilation of resources and insights that helped me on my journey to data scientist

dukehugofeb1

this is a Hugo continuous delivery site

dvc-data

DVC's data management subsystem

dvclive

💓 Log and track ML metrics, parameters, models with Git and/or DVC

end-to-end-diabetes-prediction-application-using-machine-learning

In this project, the objective is to predict whether the person has Diabetes or not based on various features like Number of Pregnancies, Insulin Level, Age, BMI.

energy-forecasting

🌀 𝗧𝗵𝗲 𝗙𝘂𝗹𝗹 𝗦𝘁𝗮𝗰𝗸 𝟳-𝗦𝘁𝗲𝗽𝘀 𝗠𝗟𝗢𝗽𝘀 𝗙𝗿𝗮𝗺𝗲𝘄𝗼𝗿𝗸 | Learn MLE & MLOps for free by designing, building and deploying an end-to-end ML batch system ~ 𝘴𝘰𝘶𝘳𝘤𝘦 𝘤𝘰𝘥𝘦 + 2.5 𝘩𝘰𝘶𝘳𝘴 𝘰𝘧 𝘳𝘦𝘢𝘥𝘪𝘯𝘨 & 𝘷𝘪𝘥𝘦𝘰 𝘮𝘢𝘵𝘦𝘳𝘪𝘢𝘭𝘴

example-code-2e

Example code for Fluent Python, 2nd edition (O'Reilly 2022)

examples

Example code and files from "Kubernetes: Up and Running"

farmer

fastapi-aws

fastapi-project

Demo: Building a FastAPI app.

feast

Feature Store for Machine Learning

feature_engine

Feature engineering package with sklearn like functionality

firecracker

Secure and fast microVMs for serverless computing.

flask-change-microservice

Small Flask Microservice that makes the change

flask-ml-azure-serverless

Deploy Flask Machine Learning Application on Azure App Services

flask-random-fruit

A flask microservice for generating random fruit!

function-from-zero

gcp-cloud-cert-resources

gcp-flask-ml-deploy

This is a project to auto-deploy with an ML payload

gcp-hello-ml

geekforgeekchallenge

github-actions-demo

This is a repo for building out Github Actions and Tricks

github-actions-rust-example

graph-data-science-with-neo4j

Graph Data Science with Neo4j, Published by Packt

grokking_algorithms

Code for the book Grokking Algorithms (https://amzn.to/29rVyHf)

h2o-3

H2O is an Open Source, Distributed, Fast & Scalable Machine Learning Platform: Deep Learning, Gradient Boosting (GBM) & XGBoost, Random Forest, Generalized Linear Modeling (GLM with Elastic Net), K-Means, PCA, Generalized Additive Models (GAM), RuleFit, Support Vector Machine (SVM), Stacked Ensembles, Automatic Machine Learning (AutoML), etc.

h2o-kubernetes

H2O Open Source Kubernetes operator and a command-line tool to ease deployment (and undeployment) of H2O open-source machine learning platform H2O-3 to Kubernetes.

h2o-llmstudio

H2O LLM Studio - a framework and no-code GUI for fine-tuning LLMs

h2ogpt

Join us at H2O.ai to make the world's best open-source GPT with document and image Q&A, 100% private chat, no data leaks, Apache 2.0