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#Spark SQL

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Great Learning

Apache Spark Full Course - Learn Apache Spark 2020

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In this 'Spark Tutorial' you will comprehensively learn all the major concepts of Spark such as Spark RDD, Dataframes, Spark SQL and Spark Streaming.
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14 Lesons
7 hours 44 minutes
On-Demand
Free-Video

Spark Tutorials for Beginners

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Learn Apache Spark fundamentals, including RDDs, SQL, streaming, and architecture. Hands-on tutorials cover setup, programming, and advanced concepts for big data processing.
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17 Lesons
5 hours
On-Demand
Free-Video
Learning Journal

Apache Spark Tutorials

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Learn Apache Spark's distributed computing capabilities, architecture, and programming with Scala. Explore DataFrames, SQL, data sources, and advanced features like Delta Lake for efficient big data processing.
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21 Lesons
5 hours
On-Demand
Free-Video
Bryan Cafferky

Understanding Spark SQL - Lesson 6

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Explore Spark SQL's powerful features for data engineering, including query optimizations and support for Python, R, and Scala, enhancing parallel processing performance.
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8 Lesons
27 minutes
On-Demand
Free-Video
Databricks

Accelerating Data Processing in Spark SQL with Pandas UDFs - Optimization Techniques

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Learn to optimize Spark SQL data processing using Pandas UDFs. Discover techniques to speed up queries, profile jobs efficiently, and leverage custom UDFs for significant performance gains in large-scale data pipelines.
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12 Lesons
27 minutes
On-Demand
Free-Video
Databricks

Bringing Satellite and Drone Imagery into Data Science Workflows

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Explore satellite and drone imagery analysis in data science workflows using RasterFrames, a Spark SQL extension with Python API for processing spatial image data and integrating with ML frameworks.
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7 Lesons
25 minutes
On-Demand
Free-Video
Databricks

Care and Feeding of Catalyst Optimizer - Practical Troubleshooting for Spark SQL

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Explore Spark's Catalyst Optimizer challenges, including UDF issues, codegen limitations, and JVM tuning. Learn to diagnose and solve complex query problems for improved Spark SQL performance.
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9 Lesons
42 minutes
On-Demand
Free-Video
CNCF [Cloud Native Computing Foundation]

Faster, Safer, Serverless - Empowering Apache Spark Standalone Cluster on Kubernetes

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Explore a K8s-native Serverless Spark Service that enhances speed and simplicity, featuring a new K8s operator for cluster creation and job submission, with rapid responsiveness and ML training integration.
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1 Lesons
39 minutes
On-Demand
Free-Video
CMU Database Group

Databricks Photon and Spark SQL in Advanced Database Systems - Lecture 20

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Explore Databricks Photon and Spark SQL's advanced features for efficient data processing and analysis in modern database systems.
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1 Lesons
1 hour 8 minutes
On-Demand
Free-Video
CMU Database Group

Databricks Photon and Spark SQL in Advanced Database Systems - Lecture 18

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Explore Databricks Photon and Spark SQL architectures, optimizations, and performance improvements in modern data processing systems.
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1 Lesons
1 hour 8 minutes
On-Demand
Free-Video
NashKnolX

Data Engineering with Databricks - Leveraging the Lakehouse Platform for ETL Pipelines

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Leverage Databricks Lakehouse Platform to build ETL pipelines, use Delta Live Tables, and orchestrate tasks with Workflows for efficient data processing.
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1 Lesons
44 minutes
On-Demand
Free-Video
NashKnolX

Understanding the SQL Aspects of Spark - Spark SQL

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Explore Spark SQL's capabilities for distributed processing of structured data, integrating relational operations with Spark's high-performance engine.
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1 Lesons
40 minutes
On-Demand
Free-Video
NashKnolX

Introduction to Databricks and Data Lakehouse Architecture

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Explore Data Lakehouse, Databricks platform, Spark architecture, and SQL. Learn advantages and common use cases of Databricks for data processing.
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1 Lesons
40 minutes
On-Demand
Free-Video
Databricks

Optimizing Lakehouse Architecture Costs with Intel Software and Databricks

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Enhance large-scale data processing for AI with autonomous CPU optimization, cost-effective resource management, improved scalability, and streamlined Spark operations using Intel's solutions for Databricks Data Intelligence Platform.
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1 Lesons
14 minutes
On-Demand
Free-Video
Bryan Cafferky

Azure Databricks with R - Deep Dive

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Explore Azure Databricks using R for big data and machine learning. Learn Spark architecture, APIs, workspaces, and data manipulation techniques for efficient cloud-based analytics.
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31 Lesons
59 minutes
On-Demand
Free-Video