Apache Spark Deep Learning Essential Training

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Jonathan Fernandes

42:33

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1. Introduction

001. Apache Spark.mp4

00:41

002. What you should know before watching this course.mp4

01:02

003. Setting up a Databricks account.mp4

01:02

2. Introduction to Apache Spark

004. Apache Spark ecosystem.mp4

03:32

005. The origins of Spark and Databricks.mp4

02:39

3. Deep Learning

006. What is deep learning.mp4

05:41

007. Using deep learning in Spark.mp4

01:45

008. Deep learning libraries.mp4

02:01

4. Working with Images in Spark

009. Setting up a Databricks environment.mp4

02:29

010. Working with images.mp4

02:51

5. Pretrained Models and Transfer Learning

011. Using pretrained models.mp4

04:00

012. What is transfer learning.mp4

01:36

013. Transfer learning in action.mp4

06:18

014. Testing your new model.mp4

02:42

6. Using Models as SQL Functions

015. Deploying models as SQL functions.mp4

03:26

7. Conclusion

016. Future project ideas.mp4

00:48

Description

Apache Spark is widely considered to be the top platform for professionals needing to glean more comprehensive insights from their data. In this course, explore one of the most exciting aspects of this big data platform—its ability to do deep learning with images. Before he fully delves into deep learning on Spark using Python, instructor Jonathan Fernandes goes over the different ways to do deep learning in Spark, as well as key libraries currently available. He then shows how to set up your Spark deep learning environment, work with images in Spark using the Databricks deep learning library, use a pre-trained model and transfer learning, and deploy models as SQL functions.

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Apache Spark

Jonathan Fernandes

Instructor's Courses

I am an experienced Data Scientist and Machine Learning/ Artificial Intelligence consultant that leads teams to create AI products that help meet business objectives. I have led teams to create solutions for a variety of verticals including banking, healthcare, energy, telecoms and travel and transport. Outside of work I spend time with my fabulous family, swim regularly in the sea throughout the year and am actively involved in my local church.

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LinkedIn Learning is an American online learning provider. It provides video courses taught by industry experts in software, creative, and business skills. It is a subsidiary of LinkedIn. All the courses on LinkedIn fall into four categories: Business, Creative, Technology and Certifications. It was founded in 1995 by Lynda Weinman as Lynda.com before being acquired by LinkedIn in 2015. Microsoft acquired LinkedIn in December 2016.