Adi Polak's repositories
ml-with-apache-spark
A series of Jupyter notebooks that walk you through Machine Learning with Apache Spark ecosystem using Spark MLlib, PyTorch and TensorFlow.
scaling-machine-learning-course
Scaling Machine Learning in Three Week course in a collaboration with O'Reilly following the guidance of Adi Polak's book - Scaling Machine Learning with Spark
ms-build-e2e-ml-bigdata
This repository contains tutorials and resources for you to reproduce Microsoft Build 2020 session - Building an End-to-End ML Pipeline for Big Data​
Data-Engineering
A comprehensive collection of educational content for aspiring Data Engineers
covid-19-e2e-big-data-ml-system
Covid-19 End to End Big Data and ML- from ingesting stream to deploying ML model in production
virtual-kubelet-kotlin-spring-demo
This a Kotlin web app built with spring boot and configured to run on Kubernetes cluster with Virtual Kubelet
adipola.github.io
Adi Polak personal Tech Blog
chatbot-restaurant
Chatbot for a restaurant using GroqCloud
play-with-ray
Experimenting with the ray project - Ray is a unified framework for scaling AI and Python applications. Ray consists of a core distributed runtime and a toolkit of libraries (Ray AIR) for accelerating ML workloads.
adipolak-blog
blog.adipolak.com website repository.
azure-docs
Open source documentation of Microsoft Azure
confluent-e2e-use-cases
End to end use-cases with Confluent technologies, Kafka, Flink, and so on.
datahub
A Generalized Metadata Search & Discovery Tool
delta
An open-source storage layer that brings scalable, ACID transactions to Apache Sparkâ„¢ and big data workloads.
devrel-mastodon
List of DevRel folk on Mastodon
dspy
DSPy: The framework for programming with foundation models
eventhubs-producer-python
This project demonstrate how to create an Azure EventHubs producer with Python and key vault with a step by step tutorial
flink
Apache Flink
handson-ml
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.
infographics
Infographics and presentation I made to share knowledge
k8s-event-driven-autoscaling-to-comabe-climate-change
Repository of KubeCon presentation - How Event Driven Autoscaling in Kubernetes Can Combat Climate Change
katacoda-scenarios
Katacoda Scenarios
kotlin-spark-api
This projects gives Kotlin bindings and several extensions for Apache Spark. We are looking to have this as a part of Apache Spark 3.x
mlflow
Open source platform for the machine learning lifecycle
pyspark-with-synapse-spark-pool
This is a simple app for you to get started with pyspark
spark-website
Apache Spark Website