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amazon-redshift-query-patterns-and-optimizations icon amazon-redshift-query-patterns-and-optimizations

In this workshop you will launch an Amazon Redshift cluster in your AWS account and load sample data ~ 100GB using TPCH dataset. You will learn query patterns that affects Redshift performance and how to optimize them. In this lab we will also provide a framework to simulate workload management (WLM) queue and run concurrent queries in regular interval and measure performance metrics- query throughput, query duration etc. We will also provide some use cases for Redshift spectrum to query data from s3 in columnar format such as Parquet.

amazon-redshift-tiered-storage icon amazon-redshift-tiered-storage

Amazon Redshift offers a common query interface against data stored in fast, local storage as well as data from high-capacity, inexpensive storage (S3). This workshop will cover the basics of this tiered storage model and outline the design patterns you can leverage to get the most from large volumes of data. You will build out your own Redshift cluster with multiple data sets to illustrate the trade-offs between the storage systems. By the time you leave, you’ll know how to distribute your data and design your DDL to deliver the best data warehouse for your business.

analytics-zoo icon analytics-zoo

Distributed Tensorflow, Keras, PyTorch and BigDL on Apache Spark

ansible icon ansible

Ansible is a radically simple IT automation platform that makes your applications and systems easier to deploy. Avoid writing scripts or custom code to deploy and update your applications — automate in a language that approaches plain English, using SSH, with no agents to install on remote systems. https://docs.ansible.com/ansible/

chombo icon chombo

Big Data ETL and Utilities for Hadoop Map Reduce, Spark and Storm

delta icon delta

An open-source storage layer that brings scalable, ACID transactions to Apache Spark™ and big data workloads.

demos icon demos

Support files for Kublr Demo Scenarios

docker-nexus icon docker-nexus

A container image for Sonatype Nexus Repository Manager OSS, based on Alpine Linux.

gandiva icon gandiva

Vectorized processing for Apache Arrow

jupyter icon jupyter

Jupyter metapackage for installation, docs and chat

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