开始学Apache Spark：从盗梦空间到生产环境

夜深了，，，又到学习Spark的好时间了。。。这次分享一本MapR 出版的免费Spark教学电子书: “Getting Started with Apache Spark from Inception to Production”【其实Inception的字面意思是“开始”】。这本书接近了200页，内容是在2018年十月Spark 2.4发布期间更新过，从浅入深，不少案例，并且最后一章节介绍了技巧和最佳实践“Tip and Best Practices”。虽然有些对MapR产品的植入广告，但是算是这位作者Carol McDonald的用心之作。

- Spark 101: What It Is, What It Does, and Why It Matters

- Datasets, DataFrames, and Spark SQL

- How Spark Runs Your Applications

- Demystifying AI, Machine Learning, and Deep Learning

- Predicting Flight Delays Using Apache Spark Machine Learning

- Cluster Analysis on Uber Event Data to Detect and Visualize Popular Uber Locations

- Real-Time Analysis of Popular Uber Locations Using Apache APIs: Spark Structured Streaming, Machine Learning, Kafka, and MapR-DB

- Predicting Forest Fire Locations with K-Means in Spark

- Using Apache Spark GraphFrames to Analyze Flight Delays and Distances

- Tips and Best Practices to Take Advantage of Spark 2.x