Udemy - Spark Performance Tuning for Data Engineers - Part1 - Sto...

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  • Type Tutorials
  • Language English
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Infohash : D0C7BD16753CA45A68CB32DA055EF73ACBAC37A5



Spark Performance Tuning for Data Engineers: Part1 - Storage

https://WebToolTip.com

Published 5/2025
Created by Supria Santra
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Level: Intermediate | Genre: eLearning | Language: English | Duration: 15 Lectures ( 3h 23m ) | Size: 1.28 GB

Data Engineering & Apache Spark Optimization Techniques on Databricks to Boost Speed, Reduce cost & Handle Big Data

What you'll learn
Hands on based on different Scenarios & Usecases
Learn the nuances of spark performance tuning
Get detailed insights about different operations in spark
Get clear understanding about how spark configs work hand in hand & best combination for optimal results
Learn to identify and solve bottlenecks & errors in your spark application

Requirements
Basic Spark Architecture & internals
Spark programming in PySpark or Scala
Databricks Cloud Platform

Files:

[ WebToolTip.com ] Udemy - Spark Performance Tuning for Data Engineers - Part1 - Storage
  • Get Bonus Downloads Here.url (0.2 KB)
  • ~Get Your Files Here ! 1 - Introduction
    • 1 -Introduction.mp4 (14.3 MB)
    • 2 -What is Optimization.mp4 (15.4 MB)
    • 3 -00.dbc (9.6 KB)
    • 3 -01.dbc (33.5 KB)
    • 3 -Spark Performance Optimization_Storage.pdf (892.6 KB)
    • 3 -What is Benchmarking.mp4 (18.3 MB)
    2 - Important Concepts
    • 1 -Spark High Level Architecture.mp4 (13.9 MB)
    • 2 -Spark Job Execution.mp4 (78.5 MB)
    • 3 -Reading Spark UI.mp4 (155.2 MB)
    • 4 -Physical Plans & DAG - Part 1.mp4 (144.5 MB)
    • 5 -Physical Plans & DAG - Part 2.mp4 (120.1 MB)
    3 - Optimizing Storage
    • 1 -Schema Inference Problem.mp4 (97.5 MB)
    • 2 -Reuse DataFrame.mp4 (115.8 MB)
    • 3 -Column Elimination.mp4 (122.4 MB)
    • 4 -Row Elimination.mp4 (147.7 MB)
    • 5 -Directory Scan Problem.mp4 (55.6 MB)
    • 6 -Optimal File Size.mp4 (104.5 MB)
    • 7 -Haystack Query.mp4 (107.7 MB)
    • Bonus Resources.txt (0.1 KB)

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