Advanced Machine Learning

PYTH-202 (2 Days)

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Machine Learning Training Overview

Accelebrate's Advanced Machine Learning Training class teaches experienced developers, architects, and team leaders the foundations of neural networks, deep learning, Keras, and TensorFlow to develop robust deep learning solutions.

Location and Pricing

Most Accelebrate courses are taught as private, customized training for 3 or more attendees at our clients' sites worldwide. In addition, we offer live, private online classes for teams who may be in multiple locations or wish to save on travel costs. Please visit our client list for organizations for whom we have delivered onsite training. To receive a customized proposal and price quote for private on-site or online training, please contact us.

Machine Learning Training Objectives

All students will:

  • Become familiar with Neural Networks
  • Gain an understanding of Machine Learning
  • Become familiar with Keras
  • Build models using TensorFlow
  • Understand Convolutional Neural Networks
  • Understand Recurrent Neural Networks

Machine Learning Training Outline

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Introduction
Neural Networks
  • Foundation for Neural Networks
  • Relus
  • Backpropagation
  • Regularization (L1, L2)
Deep Learning
  • What is Deep Learning?
  • Fully Connected Models
  • Using Keras and TensorFlow
  • Convolutional Neural Networks
  • Recurrent Neural Networks
  • Text Processing
  • Loss Functions
  • Custom Architectures
  • Experiencing with TFLearn API
  • Discussion of well-known Architectures
Introduction to Reinforced Learning
Conclusion
Request Pricing for Advanced Machine Learning

Lecture percentage

50%

Lecture/Demo

Lab percentage

50%

Lab

Course Number:

PYTH-202

Duration:

2 Days

Prerequisites:

Students should have taken Accelebrate's Introduction to Machine Learning training course or have the equivalent knowledge. In addition, all attendees should know the fundamentals of the Python programming language and feel confident with its syntax.

Training Materials:

All Machine Learning training students receive comprehensive courseware.

Software Requirements:

  • Windows, Mac, or Linux with at least 8 GB RAM
  • Anaconda for Python 3.5 or later.
  • Related lab files that Accelebrate will provide

Contact Us:

Accelebrate’s training classes are available for private groups of 3 or more people at your site or online anywhere worldwide.

Don't settle for a "one size fits all" public class! Have Accelebrate deliver exactly the training you want, privately at your site or online, for less than the cost of a public class.

For pricing and to learn more, please contact us.

Contact Us Train For Us

Toll-free in US/Canada:
877 849 1850
International:
+1 678 648 3113

Toll-free in US/Canada:
866 566 1228
International:
+1 404 420 2491

925B Peachtree Street, NE
PMB 378
Atlanta, GA 30309-3918
USA

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