ADVANCED MACHINE LEARNING WITH SPARK 2 X TUTORIAL-OXBRiDGE
Genre:Training
Size: 497.66 MB
Description
University of OXford & University of camBRiDGE
is a collective term for characteristics that the two institutions share
Advanced Machine Learning with Spark 2.x
Published by: Packt
Mar 2018
Lecture Size: 11x50
Length: +2 hrs
Lecture Date: 10/2018
Lecture Link: https://www.safaribooksonline.com/
https://www.packtpub.com: | Get in-depth knowledge of Machine Learning libraries, analytics
| and prediction with Apache Spark
|
| About This Video
|
| Learn the best practices involved in building, evaluating
| tuning, and deploying Spark pipelines
| Stream applications to provide real-time insights and
| predictionsyou re your business
| Perform Natural Language Processing and Deep Learning in
| Spark
|
| In Detail
|
| The aim of this course is to provide a practical understanding of
| advanced Machine Learning algorithms in Apache Spark to make
| predictions and recommendation and derive insights from large
| distributed datasets. This course starts with an introduction to
| the key concepts and data types that are fundamental to
| understanding distributed data processing and Machine Learning
| with Spark
|
| Further to this, we provide practical recipes that demonstrate
| some of the most popular algorithms in Spark, leading to the
| creation of sophisticated Machine Learning pipelines and
| applications. The final sections are dedicated to more advanced
| use cases for Machine Learning: streaming, Natural Language
| Processing, and Deep Learning. In each section, we briefly
| establish the theoretical basis of the topic under discussion and
| then cement our understanding with practical use cases
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