Here are the list of video which i have created to learn Apache Spark with Python.
Apache Spark Installation on Ubuntu.
Video Path: 00 Spark Installation On Ubuntu
Understanding the Limitations of Map Reduce.
Video Path : 01 Limitations of mapreduce
Python For Apache Spark.
Video Path : 01 Python for spark
Brief Introduction of Apache Spark.
Video Path : 02 Apache Spark Introduction
Understanding of Resilient Distributed Datasets(RDD) Part -1.
Video Path : 02 Resilient Distributed Datasets(RDD) Pyspark 01
Understanding of Resilient Distributed Datasets(RDD) Part-2.
Video Path : 02 Resilient Distributed Datasets(RDD) Pyspark 02
Understanding of Resilient Distributed Datasets(RDD) Part-3.
Video Path : 02 RDD use case on crime data Pyspark 03
RDD BroadCast Variables Part-4.
Video Path : 02 Broadcast Variable Pyspark 04
RDD Internals Part-5.
Video Path : 02 Apache Spark Internals Dag Stages Pyspark 05
Understanding of Spark SQL.
Video Path : 03 Spark DataFrames SQL Pyspark
Understanding Spark streaming.
Video Path : 04 Spark Streaming Pyspark
Machine learning Features Creation.
Video Path : 05 Machine Learning Features and Extraction 01
Machine Learning PipeLiine.
Video Path : 05 Machine Learning pipeline 02
Apache Spark Classification Algos.
Video Path : 05 Classfication Algos Pyspark 03
Apache Spark Classification Algo on IRIS Dataset.
Video Path : 05 Classification Algo on iris data Pyspark 04
Apache Spark Regression Algos.
Video Path : 05 Machine Learning Regression Algos Pyspark 05
Apache Spark Integration.
Video Path : Pyspark and Kafka integration
Code path for all above Videos.
https://github.com/LadlePatel/Apache_Spark_for_Data_Science
Learning Big Data Analytics 