PySpark Full Course 2023 | PySpark Tutorial | Apache Spark Tutorial | Intellipaat
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Welcome to our PySpark tutorial for beginners! In this tutorial, we will introduce you to PySpark, a powerful open-source data processing framework that allows you to work with big data efficiently.
In this tutorial, we will start with the basics of PySpark and gradually move toward more advanced topics. You will learn Pyspark Module Functions, create RDDs (Resilient Distributed Datasets), and perform transformations and actions on them. You will also learn about Spark SQL, which allows you to use SQL queries to process data in PySpark.
We will cover various PySpark operations, including filtering, mapping, aggregating, and joining datasets. We will also discuss how to use PySpark with different data sources, such as CSV files, JSON files, and databases.
By the end of this tutorial, you will have a solid understanding of PySpark and its capabilities. Whether you are a data scientist, data analyst, or software developer, this tutorial will provide you with the essential knowledge to work with big data using PySpark.
Don't forget to subscribe to our channel for more tutorials and hit the bell icon to receive notifications when we upload new videos. Let's get started with PySpark!
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👉Following topics are covered in this video:
00:00:00 - Introduction to Pyspark
00:04:14 - Pyspark Module Functions
00:05:21 - Pyspark Hands-On
00:52:27 - Pyspark Hands-On
02:43:16 - Introduction to Spark SQL
03:14:15 - Spark DataFrame API
03:18:18 - Spark DataFrame Transformations
05:24:09 - Performance Tuning
06:23:00 - What is the need for Kafka?
06:42:35 - Components of Kafka
06:47:30 - Architecture of Kafka Cluster
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