Pyspark Training | Pyspark Tutorial | Pyspark Dataframe Tutorial | Intellipaat
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In this Pyspark Training video, you will learn what is Big data & Hadoop, 5 Vs Big Data, Map Reduce, and HDFS, Introduction to Apache Spark & its basic concepts, Applications using Apache Spark, Introduction to Pyspark, Pyspark Installation, Pyspark data frame, Spark RDD concepts, Pyspark hands-on demo in detail.
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00:00 - PySpark Tutorial
02:10 - What is Big Data
10:00 - 5 V’s of Big Data
14:38 - What is Hadoop?
54:24 - Hadoop Ecosystem
01:07:51 - Introduction to Apache Spark
01:16:16 - History of Spark
01:17:55 - Features of Apache Spark
01:25:27 - Apache Spark Ecosystem
01:36:04 - Spark vs Hadoop
01:41:44 - Using Apache Spark with Hadoop
01:53:30 - Apache Spark Application #1: Healthcare
01:56:28 - Apache Spark Application #2: Manufacturing
02:00:33 - Apache Spark Application #3: Media
02:03:02 - Apache Spark Application #4: Internet of Things
02:03:53 - Apache Spark Application #5: Government
02:05:39 - What is Python?
02:11:54 - Artificial intelligence
02:14:55 - Web Development
02:19:34 - Python Variables
02:30:03 - Python Tokens
02:51:12 - Data Types in Python
03:36:07 - Hands-on: Data Types
03:50:30 - Encapsulation in Python
03:59:29 - Advantages of PySpark
04:05:38 - PySpark Installation
04:11:45 - Spark Architecture
04:18:40 - Spark Deployment Modes
04:21:30 - Spark Shell
04:22:14 - Spark Web UI
04:30:37 - Submitting a PySpark Job
04:41:12 - What are Spark RDDs?
04:44:19 - Stopgaps in the Existing Computing Methodologies
04:51:40 - Ways to Create RDDs in PySpark
04:59:40 - Operations on RDDs
05:41:49 - RDD Partitioning and Achieving Parallelism
05:48:10 - Passing Functions to Spark
05:53:49 - Spark for Big Data
06:01:17 - How to query Data Files?
06:33:15 - HDFS Architecture
06:39:30 - Live Workshop
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Do you want to learn PySpark more? Enroll in our PySpark certification training course and become a certified PySpark Professional (https://intellipaat.com/pyspark-training-course-certification/). It is a 24 hrs instructor-led training provided by Intellipaat which is completely aligned with industry standards and certification bodies.
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🔵 Why should you watch this PySpark tutorial?
This PySpark tutorial is designed in a way that you learn it from scratch. This Intellipaat PySpark tutorial will help you develop custom, feature-rich applications using Python and Spark.
🔵 Why PySpark is important?
This PySpark tutorial will show you how Python for spark has an elegant syntax, is easy to code, debug and run. You will learn PySpark is deployed across industry verticals by going through this video. The Intellipaat PySpark tutorial is easy to understand, has real-world PySpark examples, and thus makes you understand why PySpark is so important and why you should learn PySpark and go for a PySpark career.
🔵 Why should you opt for a PySpark career?
If you want to fast-track your career then you should strongly consider PySpark. The reason for this is that it is one of the fastest-growing and widely used. There is a huge demand for PySpark programmers. The salaries for PySpark programmers are very good. There is a huge growth opportunity in this domain as well. Hence this Intellipaat PySpark tutorial is your stepping stone to a successful career!
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