Advanced Techniques for Data Analysis with Scala

Advanced Techniques for Data Analysis with Scala
Advanced Techniques for Data Analysis with Scala
English | MP4 | AVC 1920×1080 | AAC 48KHz 2ch | 2h 17m | 416 MB

Plot your data in Scala and Deeplearning4j

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.

What You Will Learn

  • Integrate Deep Learning with Spark
  • Work with Linear Regression via DJ4L in Scala
  • Explore Bokeh in Scala
  • Add plotting in Scala with Bokeh
  • Analyze different Bokeh plots in Scala
Table of Contents

01 The Course Overview
02 Integration with Spark
03 Linear Regression with DL4J
04 Linear Regression with DL4J (Continued)
05 Deep Neural Networks
06 Deep Neural Networks (Continued)
08 Introduction to Bokeh
09 Plotting House Prices with Bokeh
10 Plotting House Prices with Bokeh (Continued)
11 More Bokeh Plots
12 More Bokeh Plots (Continued)