An Introduction to Time Series with Team Apache

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An Introduction to Time Series with Team Apache

3 hours 50 minutes | AVC 1280x720 15 fps | AAC 48KHz 2Chs | 0.98GB

Genre: eLearning | Language: English

 

 

As it becomes easier to create data, we are now faced with the need to collect and analyze at scales never seen before. In this practical video course, Apache Cassandra evangelist Patrick McFadin shows how to solve time-series data problems with technologies from Team Apache: Kafka, Spark and Cassandra. To learn how to work with these technologies, you'll work with an example weather collection network and the challenges it can produce.

 

Through the course of this video, you'll investigate:

 

Kafka: get your data under control by handling real-time data feeds with this message broker

Spark: learn how this parallel processing framework can quickly and efficiently analyze massive amounts of data

Spark Streaming: perform effective stream analysis by ingesting data in micro-batches

Cassandra: understand how this distributed database works by examining use cases where scaling and uptime are critical

Cassandra Query Language (CQL): use this language to navigate your data models, from creating tables to inserting and selecting data

Spark and Cassandra: combine these powerful tools to perform expressive analytics over large volumes of data

Patrick McFadin is one of the leading experts of Apache Cassandra and data modeling techniques. As the Chief Evangelist for Apache Cassandra and consultant for DataStax, he has helped build some of the largest and exciting deployments in production. Prior to DataStax, he was Chief Architect at Hobsons, an education services company.

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