課程大綱： Python, Spark, and Hadoop for Big Data培訓(xùn)
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
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