May 2018
Beginner to intermediate
384 pages
10h 19m
English
book
Artificial Intelligence for Big Data
by Anand Deshpande, Manish Kumar, Albenzo Coletta, Giancarlo Zaccone
Content preview from Artificial Intelligence for Big Data
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Spark Streaming
Spark is a general purpose, in-memory, distributed computation engine. The Spark Streaming API is an extension of the core Spark library which was designed with scalability, high throughput, and fault tolerance for streaming (unbounded) data goals in mind. Spark Streaming integrates with a variety of data sources such as TCP network sockets, HTTP server logs, kafka producers, social media streams, and so on.
The streams and complex events are processed with generic operations such as MapReduce, join, and windowing. The data in motion can be analysed, aggregated, filtered, and sent to downstream applications, persistent storage, or live dashboards. Machine learning and graph processing algorithms and APIs can be applied to ...
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I wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.Addison B.
I’ve been on the O’Reilly platform for more than eight years. I use a couple of learning platforms, but I'm on O'Reilly more than anybody else. When you're there, you start learning. I'm never disappointed.Amir M.
I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.