Links tagged “streaming”

5 links, newest first.

The world beyond batch: Streaming 101
2017-11-09
oreilly.com
Sets out the vocabulary of unbounded data processing — event time versus processing time, windowing, correctness — and argues streaming can subsume batch.
streaming data-processing batch data-flow data
The world beyond batch: Streaming 102
2017-11-09
oreilly.com
Second part, working through windowing, watermarks, triggers and accumulation modes on concrete examples of out-of-order stream processing.
streaming data-processing batch data-flow data
SML: Scalable Machine Learning
2017-02-07
alex.smola.org
Course page for UC Berkeley's 2012 Scalable Machine Learning class, with lectures on distributed systems, data stream algorithms, convex optimization, kernels and graphical models.
machine-learning course data-science distributed streaming
Working with streaming data: Using the Twitter API to capture tweets
2016-09-09
dataquest.io
Tutorial building a live Twitter stream consumer in Python with tweepy, storing tweets in a database and running basic sentiment analysis on them.
python streaming tutorial data-science
Apache Kafka
2015-07-23
kafka.apache.org
The official Apache Kafka documentation, covering the distributed commit log's design, configuration, operations and client APIs.
kafka distributed commit-log streaming documentation