Book

Hands-On Deep Learning with Apache Spark

Deep Learning is a subset of Machine Learning where data sets with several layers of complexity can be processed. This book teaches you the different techniques using which deep learning solutions can be implemented at scale, on Apache Spark. This will help you gain experience of implementing your deep learning models in many real-world use cases.

Offered byPackt Logo

Difficulty Level
Intermediate
Completion Time
10h44m approx.
Language
English
Certification
Not available

About Course

Book Content

chapters 10h44m total length

1. The Apache Spark Ecosystem
2. Deep Learning Basics
3. Extract, Transform, Load
4. Streaming
5. Convolutional Neural Networks
6. Recurrent Neural Networks
7. Training Neural Networks with Spark
8. Monitoring and Debugging Neural Network Training
9. Interpreting Neural Network Output
10. Deploying on a Distributed System
11. NLP Basics
12. Textual Analysis and Deep Learning
13. Convolution
14. Image Classification
15. What’s Next for Deep Learning?

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