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Linux Foundation

Presto - Today and Beyond - The Open Source SQL Engine for Querying all Data Lakes

Linux Foundation via YouTube

Overview

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This course covers the learning outcomes and goals of understanding Presto, an open-source SQL engine for querying data lakes. Students will learn about Presto's architecture, connectors, query optimization, use cases, data science applications, and technical improvements. The teaching method includes lectures on Presto architecture, connectors, use cases, and technical enhancements. The course is intended for data engineers, data analysts, data scientists, and anyone interested in querying data lakes efficiently using Presto.

Syllabus

Introduction
What is Presto
Architecture
Common Questions
Presto Architecture
Presto CLI
Presto connectors
Presto connector model
Hive connector types
Speed
Query
Aggregate
Use Cases
Stacks
Data Science
Federated
Transformations
Data Lakes
Other Query Engines
HANA
Technical Improvements
Reporting Dashboarding
Interactive Analytics
High QPS
Large workloads
Consolidate on Presto
Scaling Presto
Workload
Online Analytics
Cache Architecture
Presto Plus
Improving Reliability
Improving Task Scheduling
ClientSide Retries
Native Accelerator
AriaScan
Extensibility
Get involved

Taught by

Linux Foundation

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