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1
Introduction
2
Im NOT a Data Scientist
3
Runes
4
Younger Futhark
5
The Runes
6
Bluetooth
7
Latin alphabets
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Egyptian hieroglyphics
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Handwritten hieroglyphics
10
Neural Networks
11
Bias
12
Math
13
Activation
14
Perceptron
15
Output
16
Layers
17
Recognize Ruins
18
Convolutional Neural Networks
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Visual Hierarchy
20
Pooling
21
Flattening
22
Lego Viking
23
Theory
24
Building Neural Networks
25
What is Keras
26
Keras Code
27
Demo
28
Code
29
Flask
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Build the model
31
Running the model
32
Limitations of the model
33
Resources
34
Questions
Description:
Explore the fascinating world of Viking runes and deep learning in this 47-minute Devoxx conference talk. Dive into the Younger Futhark writing system and learn how to build a Convolutional Neural Network using Keras to recognize hand-written runes. Follow along as the speaker demonstrates the creation of a web application with Flask and JavaScript, allowing real-time rune recognition. Gain insights into the workings of Convolutional Neural Networks, their visual hierarchy, and practical implementation using Python and Keras. Discover the potential applications of this technology, from ancient scripts to modern symbols like the Bluetooth logo. By the end of the talk, acquire the knowledge to construct your own neural networks and integrate them into applications using Flask.

Deep Learning Like a Viking - Building Convolutional Neural Networks with Keras

Devoxx
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