夜深了,,,又到學(xué)習(xí)Spark的好時間了。。。這次分享一本MapR 出版的免費(fèi)Spark教學(xué)電子書: “Getting Started with Apache Spark from Inception to Production”【其實Inception的字面意思是“開始”】。這本書接近了200頁,內(nèi)容是在2018年十月Spark 2.4發(fā)布期間更新過,從淺入深,不少案例,并且最后一章節(jié)介紹了技巧和最佳實踐“Tip and Best Practices”。雖然有些對MapR產(chǎn)品的植入廣告,但是算是這位作者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
