Data Platforms: Spark to Snowflake

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54:12

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01 - Introduction and Big Data Platforms

01 - Introduction to your instructor, Kennedy Behrman.mp4

00:33

02 - Introduction to big data platforms.mp4

02:06

03 - Apache Hadoop.mp4

01:32

04 - Apache Spark.mp4

02:06

02 - 1. Hadoop and Spark

01 - Resilient distributed dataset (RDD).mp4

03:05

02 - RDD demo.mp4

04:13

03 - 2. Spark SQL

01 - Spark SQL.mp4

02:08

02 - Dataframes demo, part 1.mp4

03:04

03 - Dataframes demo, part 2.mp4

07:03

04 - 3. Snowflake

01 - What is Snowflake.mp4

02:48

02 - Snowflake layers.mp4

02:33

03 - Snowflake web UI.mp4

04:21

04 - Navigating Snowflake.mp4

03:40

05 - Creating tables with Snowflake.mp4

05:27

06 - Snowflake warehouses.mp4

03:37

07 - Snowflake Python connector.mp4

03:21

08 - Reading from Snowflake with Python.mp4

02:35

Description

Explore the expansive realm of big data in this course from industry leader Pragmatic AI Labs. Instructor Kennedy Behrman covers the essentials of big data processing on key platforms like Apache Hadoop, Apache Spark, and Snowflake. Throughout the course, learn how to work with resilient distributed datasets (RDDs) and leverage Spark SQL for managing dataframes. Delve into Snowflake to understand its unique architecture, navigate its web UI, and utilize its Python connector for data manipulation. Along the way, engaging demos provide opportunities for you to get hands-on experience with each platform, ensuring you not only grasp the theoretical concepts but also how to apply them in practical scenarios. Whether you're a data scientist, a data analyst, an IT professional, or simply eager to learn more about big data, this course offers valuable insights and skills on some of the most cutting-edge data management technologies available today.

Note: This course was created by Pragmatic AI Labs. We are pleased to host this training in our library.

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