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Building Deep Learning Models on Databricks

Janani Ravi

In this course, you will learn to train neural network models using TensorFlow and PyTorch, perform distributed training using the Horovod framework, and perform hyperparameter tuning using Hyperopt. The Databricks Data Lakehouse platform offers a managed environment to train and compare your deep learning models, perform hyperparameter tuning, and productionize and serve your models.

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What's inside

Syllabus

> Course Overview
> Introducing MLflow on Databricks
... and three others

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Learners who complete Building Deep Learning Models on Databricks will develop knowledge and skills that may be useful to these careers:
Data Scientist
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Reading list

We've selected seven books that we think will supplement your learning. Use these to develop background knowledge, enrich your coursework, and gain a deeper understanding of the topics covered in Building Deep Learning Models on Databricks.
Deep Learning with PyTorch
This book offers a thorough introduction to
Deep Learning with PyTorch: Build, train, and tune...
Paperback
$$
Deep Learning with PyTorch: Build, train, and tune...
Kindle Edition
$$
Deep Learning with Python, Second Edition
This book is helpful in providing background
Deep Learning with Python, Second Edition
Paperback
$$
Deep Learning with Python, Second Edition
Kindle Edition
$$
Reinforcement Learning, second edition
This book provides a comprehensive introduction
Reinforcement Learning, second edition: An...
Hardcover
$$$
Reinforcement Learning, second edition: An...
Kindle Edition
$$$
Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow
This book provides a practical introduction to
Hands-On Machine Learning with Scikit-Learn, Keras,...
Paperback
$$
Hands-On Machine Learning with Scikit-Learn, Keras,...
Paperback
$$$
Hands-On Machine Learning with Scikit-Learn, Keras,...
Kindle Edition
$$
Machine Learning with R
This book provides a detailed introduction to
Machine Learning with R - Fourth Edition: Learn...
Paperback
$$
Machine Learning with R - Second Edition: Expert...
Kindle Edition
$$
Machine Learning with R - Third Edition: Expert...
Paperback
$$
Machine Learning con R: Conoscere le tecniche per...
Kindle Edition
$$
R: Unleash Machine Learning Techniques
Kindle Edition
$$$
Machine Learning with R: Learn How to Use R to...
Paperback
$$
Machine learning and R language (3rd edition of the...
Paperback
$$
Text Analytics with Python
This book offers a practical guide to transfer
Text Analytics with Python
Paperback
Check
Text Analytics with Python
Kindle Edition
Check
Mathematics for Machine Learning
This book provides a detailed coverage of the
Mathematics for Machine Learning
Kindle Edition
$$
Via
Pluralsight
Level
Intermediate
Language
English
Traffic lights
Provides hands-on experience
Leverages practical examples
Teaches how to use Horovod
Covers hyperparameter tuning
Provides a comprehensive
Requires learners to have
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