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Introduction to Deep Learning Bootcamp

at General Assembly - FINANCIAL DISTRICT

Course Details
Start Date:

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If you're enrolled in an upcoming date, this simply means that date has now sold out.

225 Bush St 5th Fl East Entrance
Btwn Sansome & Montgomery Streets
San Francisco, California 94104
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Class Level: All levels
Age Requirements: 18 and older
Average Class Size: 20

What you'll learn in this it class:

The class is aimed at the curious practitioner, and focuses 70% of its attention on intuition and 30% on application. The class is geared to not only show you the tools to get your deep machine learning models off the ground quickly, but to show you the right way to use them and what is going on behind the scenes of these black box models. By the end of the class you’ll be able to solve problems as simple as predicting housing prices up to problems as complex as facial recognition.

We will build strong intuitions for important deep learning concepts ranging from Multi Layer Perceptrons to Convolutional Neural Networks (don’t worry if you don’t yet know these terms!). We will work with the popular tensorflow and keras libraries to quickly build and visualize deep learning models. And we will visualize everything we can along the way — from the way the model learns to separate data to the internal representations.

The class will not be mathy (no calculus), but will require a bit of coding to get the most out of it.

  • Understand important deep learning ideas from the ground up, e.g. Multi Layer Perceptrons & Convolutional Neural Networks
  • Apply these ideas by effectively using the popular deep learning libraries Tensorflow and Keras
  • Know when and how to open the “black box” that is a Neural Network to peek inside and understand what is happening
Prereqs & Preparation
Students are expected to be familiar with python (Intro to Python Bootcamp), and a basic understanding of Machine Learning (i.e. know how to run a linear regression) would be helpful. Any prior knowledge in Deep Learning is a plus, but an interest is a must!

School Notes:
For students enrolling in 12 week part time and immersive classes, it is not recommended that you book more than one class simultaneously.

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Refund Policy
If you can't make it to a class/workshop, please email us at [email protected] at least 7 days before the scheduled event date. No refunds will be given after this timeframe.


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School: General Assembly

General Assembly

General Assembly (GA) equips individuals with the in-demand skills needed to build a career in today’s high-growth tech sectors. Their award-winning technical training includes flexible delivery, industry-tested curriculum, and a career services program.

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