October 2019
Beginner to intermediate
293 pages
6h 55m
English
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Index
A
- acyclic graphs, Graph
- Amazon EMR, Amazon-Amazon, Cloud, Installing R
- Amazon Web Services (AWS), Overview, Amazon-Amazon
- AMPLab project, Databricks
- analog information, Overview
- analysis data, Supervised Learning
- analytics projects, Spark
- Apache Arrow, Apache Arrow-Apache Arrow
- Apache Kafka
- installing, Installing Kafka
- streaming, Kafka
- Apache Livy, Livy, Livy, Installing R
- Apache Mesos, Apache Mesos, Mesos, Configuring
- Apache Parquet, Parquet
- Apache Solr, Spark Extensions
- Apache Spark (see also Spark using R)
- architecture, Connections
- characteristics of, Spark
- checking version installed, Installing Spark
- computation graph, Graph
- displaying available versions, Installing Spark
- extensions, Extensions
- versus Hadoop, Spark
- home identifier, Installing Spark, Spark Home
- installing, Installing Spark
- large-scale sorting speed, Spark
- memory categories in, Memory
- online clusters, Overview
- online resources, Resources
- origins of, Spark
- push compute, collect results principle, Using ggplot2
- uninstalling, Installing Spark
- web interface, Web Interface
- Arrow, Apache Arrow-Apache Arrow
- artificial intelligence (AI), Deep Learning
- assessment data, Supervised Learning
- Azure, Microsoft, Cloud
B
- batch scoring, Batch Scoring
- batches, Batches
- big compute, Spark, Use Cases
- big data, Spark
- bookdown package, Communicate
- broom package, sparklyr
C
- caching
- benefits of, Caching
- checkpointing, Checkpointing
- example of, Caching
- memory, Memory
- purpose of, Overview
- callr package, Batch Scoring
- Cassandra ...
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O’Reilly covers everything we've got, with content to help us build a world-class technology community, upgrade the capabilities and competencies of our teams, and improve overall team performance as well as their engagement.Julian F.
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.