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How Deep Learning Works &
Building a Chatbot using Deep Learning
Avinash Meetoo
Devcon 2019
Mauritius
Sources of inspiration
How Neural Networks Work
bit.ly/am_ml_01
TensorFlow demystified
bit.ly/am_ml_02
Deep Learning in 7 ...
Part 1
Part 1
Building a neural “network” of one neuron
and introducing the Sigmoid function
Part 1
Building a neural “network” of one neuron
and introducing the Sigmoid function
Part 1
Building a neural “network” of one neuron
and introducing the Sigmoid function
Part 1
Building a neural “network” of one neuron
and introducing the Sigmoid function
Part 1
Building a neural “network” of one neuron
and introducing the Sigmoid function
Part 2
Part 2
Using TensorFlow to manually build
a multi-layer neural network
Part 2
Using TensorFlow to manually build
a multi-layer neural network
Part 2
Using TensorFlow to manually build
a multi-layer neural network
Part 3
Part 3
Using TFLearn, a higher-level API to
TensorFlow, to build a neural network
Part 3
Using TFLearn, a higher-level API to
TensorFlow, to build a neural network
Part 4
Part 4
Azor, a contextualised chatbot, built using
TFLearn and TensorFlow, who knows about
some of the best beaches of Mau...
Part 4
Part 4
Part 4
Part 4
Azor, a contextualised chatbot, built using
TFLearn and TensorFlow, who knows about
some of the best beaches of Mau...
Thank you!!!
Avinash Meetoo
Senior Adviser of the
Minister of Technology,
Communication & Innovation
401-3701 | 5493-9394
...
Devcon 2019 Presentation: How Deep Learning works and Building a Chatbot using Deep Learning
Devcon 2019 Presentation: How Deep Learning works and Building a Chatbot using Deep Learning
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Devcon 2019 Presentation: How Deep Learning works and Building a Chatbot using Deep Learning

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During Developer Conference 2019 in Mauritius, I explained "How Deep Learning Works" (Everyone is talking of Artificial Intelligence today as the next Big Thing! This session explains, from the point of view of a programmer, what a Neuron is, how a Neural Network can be built and how to use frameworks such as TensorFlow and TFLearn to quickly experiment with Deep Learning).

Then I explained how to "Build a Chatbot using Deep Learning" (Smart devices of today, powered by e.g. Google Assistant, Apple Siri or Amazon Alexa, can chat with us in quite surprising ways. It is therefore interesting for a developer to understand how chatbots work. In this session, we will build a chatbot using Deep Learning techniques.)

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Devcon 2019 Presentation: How Deep Learning works and Building a Chatbot using Deep Learning

  1. 1. How Deep Learning Works & Building a Chatbot using Deep Learning Avinash Meetoo Devcon 2019 Mauritius
  2. 2. Sources of inspiration How Neural Networks Work bit.ly/am_ml_01 TensorFlow demystified bit.ly/am_ml_02 Deep Learning in 7 lines of code bit.ly/am_ml_03 Contextual Chatbots with TensorFlow bit.ly/am_ml_04
  3. 3. Part 1
  4. 4. Part 1 Building a neural “network” of one neuron and introducing the Sigmoid function
  5. 5. Part 1 Building a neural “network” of one neuron and introducing the Sigmoid function
  6. 6. Part 1 Building a neural “network” of one neuron and introducing the Sigmoid function
  7. 7. Part 1 Building a neural “network” of one neuron and introducing the Sigmoid function
  8. 8. Part 1 Building a neural “network” of one neuron and introducing the Sigmoid function
  9. 9. Part 2
  10. 10. Part 2 Using TensorFlow to manually build a multi-layer neural network
  11. 11. Part 2 Using TensorFlow to manually build a multi-layer neural network
  12. 12. Part 2 Using TensorFlow to manually build a multi-layer neural network
  13. 13. Part 3
  14. 14. Part 3 Using TFLearn, a higher-level API to TensorFlow, to build a neural network
  15. 15. Part 3 Using TFLearn, a higher-level API to TensorFlow, to build a neural network
  16. 16. Part 4
  17. 17. Part 4 Azor, a contextualised chatbot, built using TFLearn and TensorFlow, who knows about some of the best beaches of Mauritius
  18. 18. Part 4
  19. 19. Part 4
  20. 20. Part 4
  21. 21. Part 4 Azor, a contextualised chatbot, built using TFLearn and TensorFlow, who knows about some of the best beaches of Mauritius
  22. 22. Thank you!!! Avinash Meetoo Senior Adviser of the Minister of Technology, Communication & Innovation 401-3701 | 5493-9394 www.avinashmeetoo.com avinashmeetoo@gmail.com

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