Video Description
Plot your data in Scala and Deeplearning4j
About This Video
A comprehensive but fast and friendly guide to performing data analysis in Scala
Covers Deeplearnin4j and plotting with Bokeh
Shows how to perform deep-learning and plotting data in Scala
In Detail
Scala has emerged as an important tool for performing various data analysis tasks efficiently. This video will help you leverage popular Scala libraries and tools and perform core data analysis tasks with ease.
This course will introduce you to Deeplearning4j; you will start with tasks such as integrating with Spark and Linear Regression with Deep Learning. Then you will make use of popular Scala libraries such as Breeze to plot your data. There is also a special focus on using Bokeh to plot your data. By the end of this video, you will have mastered Deep Learning and plotting efficiently in Scala.
Table of Contents
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Chapter 1 : Deep Learning in Scala with DeepLearning4J
- The Course Overview 00:06:07
- Integration with Spark 00:15:01
- Linear Regression with DL4J 00:10:49
- Linear Regression with DL4J (Continued) 00:09:45
- Deep Neural Networks 00:11:09
- Deep Neural Networks (Continued) 00:10:24
- Deep Neural Networks (Continued) 00:08:27
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Chapter 2 : Plotting in Scala with Bokeh
- Introduction to Bokeh 00:08:44
- Plotting House Prices with Bokeh 00:11:43
- Plotting House Prices with Bokeh (Continued) 00:07:05
- Plotting House Prices with Bokeh (Continued) 00:08:48
- More Bokeh Plots 00:05:45
- More Bokeh Plots (Continued) 00:09:36
- More Bokeh Plots (Continued) 00:14:11