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         Python, Spark, and Hadoop for Big Data培訓

Introduction

Overview of Spark and Hadoop features and architecture
Understanding big data
Python programming basics
Getting Started

Setting up Python, Spark, and Hadoop
Understanding data structures in Python
Understanding PySpark API
Understanding HDFS and MapReduce
Integrating Spark and Hadoop with Python

Implementing Spark RDD in Python
Processing data using MapReduce
Creating distributed datasets in HDFS
Machine Learning with Spark MLlib

Processing Big Data with Spark Streaming

Working with Recommender Systems

Working with Kafka, Sqoop, Kafka, and Flume

Apache Mahout with Spark and Hadoop

Troubleshooting

Summary and Next Steps