Bootcamp

Zero to Deep Learning® 1 Week Bootcamp

San francisco Mar 25 - Mar 29

Curriculum

Data Visualization, Machine Learning, and Deep Learning. These are the elements that come together to make driverless cars, to recognize faces, to market products, and to drive big decisions from big data.

You will build:

  • A language detector

  • An image recognition engine

  • A sentiment classifier that can decipher the tone of text

  • A forecasting algorithm that predicts future energy consumption

Updated to the very latest training curriculum, you will learn to use these Python libraries:

  • Pandas (data manipulation)

  • Matplotlib & Seaborn (data visualization)

  • Scikit-Learn (machine learning)

  • Keras (deep learning)

  • Tensorflow (deep learning)


1 Day Workshops

Prices:

Super Early Bird: $400, limited availability

Early Bird: $500

Full price: $1000

1 day workshops are on Fridays from 9 to 5pm. They are deep dives in a specific topic. Lunch is included.


Deep Learning refresher with Keras and Tensorflow 1-day workshop

San francisco March 1 - 2019

The workshop is a refresher of all the important concepts in deep learning and provide a solid base to build deeper knowledge in the field. You will learn:

  • What Deep Learning is

  • How Machine Learning and Deep Learning are used in industry

  • Design and train a Neural Network using Keras

  • Approach Classification and Regression problems with Neural Networks

  • Go beyond fully connected networks with Convolutional and Recurrent layers

Deploy Neural Networks to iOS using Keras and CoreML 1-day workshop

San francisco March 8 - 2019

Learn how it's done, straight from a pro!
In this 1 day workshop, you will learn to train a Neural Network that recognizes images of everyday objects and then you will deploy it to an iOS device (mobile phone or tablet). You will learn:

  • Train and debug neural networks for image recognition using Python and Keras

  • Transform a Keras model to a CoreML model 

  • How to use the iOS Camera API and Vision API to run your CoreML model

  • Improve your Keras model using Compression and Quantization Techniques (Advanced)

Deploy Neural Networks to Android using Keras and TFLite 1-day workshop

San francisco March 15 - 2019

Learn how it's done, straight from a pro!
In this 1 day workshop, you will learn to train a Neural Network that recognizes images of everyday objects and then you will deploy it to an Android device (mobile phone or tablet). You will learn:

  • Train and debug neural networks for image recognition using Python and Keras

  • Transform a Keras model to a Tensorflow Lite (TFLite) model 

  • How to use deploy your TFLite model to an Android device

  • Improve your Keras model using Compression and Quantization Techniques (Advanced)

Pytorch 1.0 for Keras developers 1-day workshop

San francisco March 22 - 2019

Learn how it's done, straight from a pro!
In this 1 day workshop, you will learn to design, train and debug Neural Networks using Pytorch 1.0. You will learn:

  • How Pytorch differs from Keras and how it is used

  • Train neural networks for using Pytorch 1.0

  • Debug Pytorch models, evaluate gradients, get unstuck

  • Scale up your training using GPUs

  • Export and deploy your models to ONNX or Caffe2


Bundles

Bundles offer the possibility to attend several 1-day workshops at an additional discount.

Advanced Deep Learning 3 Fridays bundle

San francisco March 8, 15, 22 - 2019

Bundle of 3 advanced 1 day workshops. You will learn to deploy on iOS, Android and also to build models using Pytorch.

Refresher to Advanced Deep Learning 4 Fridays bundle

San francisco March 1, 8, 15, 22 - 2019

Bundle of 1 day refresher and 3 advanced 1 day workshops. Same as above but it also includes the 1 day refresher course, if you need some refresher before you dive into the advanced topics.