$1,750

Braneshop - Deep Learning Workshop - 25, 26 March 2019

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Location

Melbourne CBD

Melbourne, VIC 3000

Australia

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Refund Policy

Refund Policy

Refunds up to 7 days before event

Event description

Description

Deep Learning Workshop - Overview

  • Python ~ TensorFlow ~ Jupyter Notebooks ~ Google Colaboratory

Venture into AI and deep learning with this two-day workshop. You will be taken from the mathematical and theoretical foundations, to building models and neural networks in TensorFlow.

You will apply as you learn, working on exercises throughout in a supportive and collaborative environment.

The second day will be centered around group projects, implementing deep learning models in TensorFlow.


Concepts covered:

  • Programming vs. Machine Learning vs. Deep Learning

  • Notation of Neural Networks

  • Autoencoders, Visual Search

  • Representation Learning, Embeddings

  • Convolutions, Pooling

  • Neurons, Weights, Activation Functions

  • Layers, Loss Functions, Optimisation

  • Optimisation, Gradient Descent, Regularisation

  • TensorFlow, Building and Training Models

  • Data Loading, TensorBoard, Model Evaluation


2 days (9am-5pm):

  • Mon, 25th of March

  • Tues, 26th of March


Requirements:

  • Laptop


Further details:


*Note: People that identify as women receive a 15% discount (use the code "FEMINISM"), and people of Aboriginal or Torres Strait Islander descent can attend for free (use the code "ATSI"). These discounts are provided as part of our commitment to diversity, empowerment and rebalancing.

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Date and Time

Location

Melbourne CBD

Melbourne, VIC 3000

Australia

View Map

Refund Policy

Refunds up to 7 days before event

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