Apache Spark Deep Learning Essential Training

Introduction

3 videos
Video: Apache Spark – Apache Spark Deep Learning Essential Training
Video: What you should know before watching this course – Apache Spark Deep Learning Essential Training
Video: Setting up a Databricks account – Apache Spark Deep Learning Essential Training

1. Introduction to Apache Spark

2 videos
Video: Apache Spark ecosystem – Apache Spark Deep Learning Essential Training
Video: The origins of Spark and Databricks – Apache Spark Deep Learning Essential Training

2. Deep Learning

3 videos
Video: What is deep learning? – Apache Spark Deep Learning Essential Training
Video: Using deep learning in Spark – Apache Spark Deep Learning Essential Training
Video: Deep learning libraries – Apache Spark Deep Learning Essential Training

3. Working with Images in Spark

2 videos
Video: Setting up a Databricks environment – Apache Spark Deep Learning Essential Training
Video: Working with images – Apache Spark Deep Learning Essential Training

4. Pretrained Models and Transfer Learning

4 videos
Video: Using pretrained models – Apache Spark Deep Learning Essential Training
Video: What is transfer learning? – Apache Spark Deep Learning Essential Training
Video: Transfer learning in action – Apache Spark Deep Learning Essential Training
Video: Testing your new model – Apache Spark Deep Learning Essential Training

5. Using Models as SQL Functions

1 video
Video: Deploying models as SQL functions – Apache Spark Deep Learning Essential Training

Conclusion

1 video
Video: Future project ideas – Apache Spark Deep Learning Essential Training
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  /  Apache Spark Deep Learning Essential Training

Apache Spark Deep Learning Essential Training

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Syllabus

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.

Introduction 0/3

3 videos
Video: Apache Spark – Apache Spark Deep Learning Essential Training
0.7 minutes
Video: What you should know before watching this course – Apache Spark Deep Learning Essential Training
1 minutes
Video: Setting up a Databricks account – Apache Spark Deep Learning Essential Training
1 minutes

1. Introduction to Apache Spark 0/2

2 videos
Video: Apache Spark ecosystem – Apache Spark Deep Learning Essential Training
3.5 minutes
Video: The origins of Spark and Databricks – Apache Spark Deep Learning Essential Training
2.6 minutes

2. Deep Learning 0/3

3 videos
Video: What is deep learning? – Apache Spark Deep Learning Essential Training
5.7 minutes
Video: Using deep learning in Spark – Apache Spark Deep Learning Essential Training
1.7 minutes
Video: Deep learning libraries – Apache Spark Deep Learning Essential Training
2 minutes

3. Working with Images in Spark 0/2

2 videos
Video: Setting up a Databricks environment – Apache Spark Deep Learning Essential Training
2.5 minutes
Video: Working with images – Apache Spark Deep Learning Essential Training
2.9 minutes

4. Pretrained Models and Transfer Learning 0/4

4 videos
Video: Using pretrained models – Apache Spark Deep Learning Essential Training
4 minutes
Video: What is transfer learning? – Apache Spark Deep Learning Essential Training
1.6 minutes
Video: Transfer learning in action – Apache Spark Deep Learning Essential Training
6.3 minutes
Video: Testing your new model – Apache Spark Deep Learning Essential Training
2.7 minutes

5. Using Models as SQL Functions 0/1

1 video
Video: Deploying models as SQL functions – Apache Spark Deep Learning Essential Training
3.4 minutes

Conclusion 0/1

1 video
Video: Future project ideas – Apache Spark Deep Learning Essential Training
0.8 minutes

Reviews

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