Data Streaming

Online Course

Udacity
Data Streaming

What is the course about?

Data Streaming
The course Data Streaming is an online class provided by Udacity. It may be possible to receive a verified certification or use the course to prepare for a degree.
Learn the skills to take you into the next era of data engineering. Build real-time applications to process big data at scale.
Course description
  • Data Streaming
  • 2 Months (5-10 hours/week)
  • Learn how to process data in real-time by building fluency in modern data engineering tools, such as Apache Spark, Kafka, Spark Streaming, and Kafka Streaming. You’ll start by understanding the components of data streaming systems. You’ll then build a real-time analytics application. Students will also compile data and run analytics, as well as draw insights from reports generated by the streaming console.
  • Learn how to analyze data in real-time using Apache Kafka and Spark, and build applications to process live insights from data at scale.
  • To be successful in this program, you should have intermediate Python and SQL skills, as well as experience with ETL.See detailed requirements.
  • Learn the fundamentals of stream processing, including how to work with the Apache Kafka ecosystem, data schemas, ApacheAvro, Kafka Connect and REST proxy, KSQL, and Faust Stream Processing.
  • Grow expertise in the components of streaming data systems, and learn how to build a real-time analytics application. Understand the dimensions of Spark streaming, ingest streaming data to Apache Spark Structured Streaming, and integrate Spark streams into Kafka.
  • Foundations of Data Streaming
  • Learn the fundamentals of stream processing, including how to work with the Apache Kafka ecosystem, data schemas, ApacheAvro, Kafka Connect and REST proxy, KSQL, and Faust Stream Processing.
  • Optimize Chicago Public Transit
  • Streaming API Development and Documentation
  • Grow expertise in the components of streaming data systems, and learn how to build a real-time analytics application. Understand the dimensions of Spark streaming, ingest streaming data to Apache Spark Structured Streaming, and integrate Spark streams into Kafka.
  • Analyze San Francisco Crime Rate
  • To be successful in this program, you should have intermediate Python and SQL skills, as well as experience with ETL.
  • As businesses increasingly rely on applications that produce and process data in real-time, data streaming is an increasingly in-demand skill for data engineers. The Data Streaming Nanodegree program will prepare you for the cutting edge of data engineering as more and more companies look to derive live insights from data at scale.
  • Students will learn how to process data in real-time by building fluency in modern data engineering tools, such as Apache Spark, Kafka, Spark Streaming, and Kafka Streaming.
  • You’ll start by understanding the components of data streaming systems. You’ll then build a real-time analytics application. You will also compile data and run analytics, as well as draw insights from reports generated by the streaming console.
  • This program is designed to upskill experienced Software Engineers and Data Engineers to learn the latest advancements in data processing, sending data records continuously to support live updating.
  • The projects in the Data Streaming Nanodegree program will prepare you to develop systems and applications capable of interpreting data in real-time, and position you for roles in all industries that require live data processing for functions including big data, cloud computing, web personalization, fraud detection, sensor monitoring, anomaly detection, supply chain maintenance, location-based services, and much more.
  • This program is intended for software engineers looking to build real-time data processing proficiency, as well as data engineers looking to enhance their existing skill set with the next advancement in data engineering.

Prerequisites & Facts

Data Streaming

Course Topic

Computer Science, Data Streaming

University, College, Institution

Udacity

Course Skill Level

Course Language

English

Place of class

Online, self-paced (see curriculum for more information)

Degree

Certificate

Degree & Cost

Data Streaming

To obtain a verified certificate from Udacity you have to finish this course or the latest version of it, if there is a new edition. The class may be free of charge, but there could be some cost to receive a verified certificate (399 USD) or to access the learning materials. The specifics of the course may have been changed, please consult the provider to get the latest quotes and news.
Udacity
Data Streaming
provided by Udacity

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School: Udacity
Topic: Computer Science, Data Streaming
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