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[Washington DC] Deep Learning Paths to Production with Keras and DL4J

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Microtek: Dulles

12950 Worldgate Drive, Suite 400

Herndon, VA 20170

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Description

Deep Learning Paths to Production with Keras and DL4J

This class is an essential course for Data Scientists and Machine Learning Engineers looking to use Neural Networks in Production. Deep Learning Paths to Production with Keras and DL4j provides participants with the skills and tools needed to take a Deep Learning model from Prototype to successful Production Deployment.

This class is the best preparation to meet the real-world challenges with a combination of Python and Java. Course duration is two days and includes hands-on practical Labs. It will cover utilization of popular Deep Learning Frameworks and tools, such as Keras, Tensorflow, DeepLearning4j (DL4J,) along with supporting tools like Apache Spark.


What you will learn

In this class you will learn how to:

  • Develop, Train, and Serve a model utilizing Keras and DL4J

  • Select and Configure the appropriate Keras Backend

  • Serialize a trained Python model to storage and load that model into DL4J

  • Apply Transfer Learning per a Pretrained model, Fine-Tuning the Network for the target use case

  • Parallelize a network using Distributed Hardware (CPUs and GPUs)


Deliverables

  • Access to the Skymind Academy Alumni Network. You will receive exclusive access to a private Gitter channel in which you can ask technical questions and interact with other workshop attendees.
  • A copy of Deep Learning: A Practitioner's Approach
  • Skymind/Deeplearning4j Teeshirt and Sticker
  • Certificate of completion


Audience and Prerequisites

Prerequisites

This class requires that the attendees have an understanding of the core Machine Learning and Deep Learning concepts. Familiarity with Java is preferred.

Audience

This class is suited for practitioners looking to take deep learning models from research into an enterprise production environment.

Instructor

Tom Hanlon currently leads training and workshops at Skymind. He has been an instructor in groundbreaking technologies since 2001. When the LAMP revolution transformed web development, Tom was on the front lines teaching MySQL. When the big data revolution transformed the way data was handled and stored, Tom was at Cloudera and Hortonworks teaching Hadoop to Fortune 500 data engineering teams. He has trained teams at Blizzard, Bloomberg and more.

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Microtek: Dulles

12950 Worldgate Drive, Suite 400

Herndon, VA 20170

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