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spark performance tuning interview questions

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Databricks
Apache Spark Core—Deep Dive—Proper Optimization Daniel Tomes Databricks

Optimizing spark jobs through a true understanding of spark core. Learn: What is a partition? What is the difference between ...

1:30:18
Apache Spark Core—Deep Dive—Proper Optimization Daniel Tomes Databricks

203,139 views

6 years ago

Databricks
Apache Spark Core – Practical Optimization Daniel Tomes (Databricks)

Properly shaping partitions and your jobs to enable powerful optimizations, eliminate skew and maximize cluster utilization.

1:32:03
Apache Spark Core – Practical Optimization Daniel Tomes (Databricks)

52,966 views

6 years ago

Course X
Spark Performance Optimization on Databricks (Step-by-Step Guide)

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

3:23:28
Spark Performance Optimization on Databricks (Step-by-Step Guide)

806 views

6 months ago

Ansh Lamba
PySpark Optimization Full Course 2025 [Step-By-Step Guide]

PySpark | Databricks | Apache Spark | Big Data Engineering In this video, you'll learn PySpark optimization techniques from the ...

3:03:30
PySpark Optimization Full Course 2025 [Step-By-Step Guide]

54,605 views

8 months ago

People also watched

Thomas Hass
Databricks End-To-End Project 2025 | Zero-To-Hero

Databricks End-To-End Project 2025 | Zero-To-Hero In this hands-on series, we build a smart car insurance project from scratch ...

2:05:24
Databricks End-To-End Project 2025 | Zero-To-Hero

66,541 views

3 months ago

Ease With Data
PySpark Full Course | Basic to Advanced Optimization with Spark UI PySpark Training | Spark Tutorial

PySpark Tutorial | Apache Spark Full Course | Spark Tutorial for beginners | PySpark Training Full Course Only training that ...

6:43:45
PySpark Full Course | Basic to Advanced Optimization with Spark UI PySpark Training | Spark Tutorial

66,072 views

1 year ago

Clever Studies
Processing 25GB of data in Spark | How many Executors and how much Memory per Executor is required.

pyspark #azuredataengineer #databricks #spark Use the below link to enroll for our free materials and other course.

14:20
Processing 25GB of data in Spark | How many Executors and how much Memory per Executor is required.

64,980 views

1 year ago

Knowledge Sharing
optimization in spark

this video gives you technique to improve the notebook performance. Here is the reference document ...

13:03
optimization in spark

7,086 views

3 years ago

SQLBits
Performance Optimization with Azure Databricks

Azure Databricks has become one of the staples of big data processing. See how to make the most of it by understanding how ...

1:00:45
Performance Optimization with Azure Databricks

4,330 views

4 years ago

SparklingFuture
Understanding Stages in Spark UI for a Spark Job | Spark Interview Questions

Hi Friends, In this video, I have explained Spark internal machanism on how driver creates the logical plan and then how it will ...

16:34
Understanding Stages in Spark UI for a Spark Job | Spark Interview Questions

19,661 views

4 years ago

codebasics
Databricks Free Edition Tutorial with End-to-End Data + AI Project | Free Crash Course

Learn Databricks foundations from scratch and build a real end-to-end project in E-Commerce domain that you can confidently put ...

3:35:31
Databricks Free Edition Tutorial with End-to-End Data + AI Project | Free Crash Course

83,382 views

1 month ago

Databricks
Tuning Apache Spark for Large Scale Workloads - Sital Kedia & Gaoxiang Liu

Apache Spark is a fast and flexible compute engine for a variety of diverse workloads. Optimizing performance for different ...

32:41
Tuning Apache Spark for Large Scale Workloads - Sital Kedia & Gaoxiang Liu

45,599 views

8 years ago

Databricks
Optimizing MERGE Performance using Liquid Clustering

This session explores optimizing MERGE performance using Liquid Clustering and Photon. It explores how you can use recent ...

43:34
Optimizing MERGE Performance using Liquid Clustering

7,574 views

1 year ago

Databricks
Understanding Query Plans and Spark UIs - Xiao Li Databricks

The common use cases of Spark SQL include ad hoc analysis, logical warehouse, query federation, and ETL processing. Spark ...

33:12
Understanding Query Plans and Spark UIs - Xiao Li Databricks

27,087 views

6 years ago

Databricks For Professionals
Apache Spark Architecture - EXPLAINED!

Welcome to the introduction to Apache Spark Architecture, where we will discuss and see how the things really works. Including: ...

1:15:10
Apache Spark Architecture - EXPLAINED!

124,668 views

1 year ago

Afaque Ahmad
Master Reading Spark Query Plans

Spark Performance Tuning Dive deep into Apache Spark Query Plans to better understand how Apache Spark operates under the ...

39:19
Master Reading Spark Query Plans

103,462 views

2 years ago

Ease With Data
22 Optimize Joins in Spark & Understand Bucketing for Faster joins |Sort Merge Join |Broad Cast Join

Video explains - How to Optimize joins in Spark ? What is SortMerge Join? What is ShuffleHash Join? What is BroadCast Joins?

28:17
22 Optimize Joins in Spark & Understand Bucketing for Faster joins |Sort Merge Join |Broad Cast Join

32,236 views

2 years ago

Raja's Data Engineering
102. Databricks | Pyspark |Performance Optimization: Spark/Databricks Interview Question Series - II

Azure Databricks Learning: Performance Optimization: Spark/Databricks Interview Question Series - II ...

38:27
102. Databricks | Pyspark |Performance Optimization: Spark/Databricks Interview Question Series - II

13,339 views

2 years ago

Bryan Cafferky
Understanding Databricks & Apache Spark Performance Tuning: Lesson 01 - Spark Architecture

A popular interview question and a critical topic for all Databricks and Spark developers, how do you tune and optimize Spark ...

17:57
Understanding Databricks & Apache Spark Performance Tuning: Lesson 01 - Spark Architecture

6,522 views

1 year ago

Afaque Ahmad
Apache Spark Was Hard Until I Learned These 30 Concepts!

Grow your career w/ Educative (55% off): https://www.educative.io/explore?aff=BnRy Additional 10% off: ...

42:20
Apache Spark Was Hard Until I Learned These 30 Concepts!

33,458 views

1 month ago

CloudFitness
8.  Delta Optimization Techniques in databricks

Follow me on Linkedin https://www.linkedin.com/in/bhawna-bedi-540398102/ Instagram ...

20:41
8. Delta Optimization Techniques in databricks

20,376 views

4 years ago

Data Architect Studio
Spark UI Explained Spotting Bottlenecks & Optimizing Speed #apachespark  #dataengineering

DataArchitectStudio #apachespark #dataengineering #performancetuning #BigData #databricks #SparkOptimization ...

12:40
Spark UI Explained Spotting Bottlenecks & Optimizing Speed #apachespark #dataengineering

4,942 views

6 months ago

Afaque Ahmad
Shuffle Partition Spark Optimization: 10x Faster!

Welcome to our comprehensive guide on understanding and optimising shuffle operations in Apache Spark! In this deep-dive ...

19:03
Shuffle Partition Spark Optimization: 10x Faster!

35,848 views

1 year ago

Databricks
Top Performance and Cost Optimizations for DLT

DLT simplifies pipeline development and management — but how do you optimize for performance and cost? In this session, we'll ...

27:13
Top Performance and Cost Optimizations for DLT

473 views

5 months ago

Raja's Data Engineering
22. Databricks| Spark | Performance Optimization | Repartition vs Coalesce

DatabricksPerformance, #SparkPerformance, #PerformanceOptimization, #DatabricksPerformanceImprovement, #Repartition, ...

21:11
22. Databricks| Spark | Performance Optimization | Repartition vs Coalesce

78,994 views

4 years ago