The document discusses deep learning and its application in building a chatbot using frameworks like TensorFlow and TFLearn. It provides a step-by-step guide on creating a neural network and highlights the development of a contextual chatbot named Azor, which showcases recommendations for local beaches in Mauritius. The speaker, Avinash Meetoo, is a senior adviser in the field of technology and innovation.

1. How Deep Learning Works &
Building a Chatbot using Deep Learning
Avinash Meetoo
Devcon 2019
Mauritius

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. Part 1

4. Part 1
Building a neural “network” of one neuron
and introducing the Sigmoid function

5. Part 1
Building a neural “network” of one neuron
and introducing the Sigmoid function

6. Part 1
Building a neural “network” of one neuron
and introducing the Sigmoid function

7. Part 1
Building a neural “network” of one neuron
and introducing the Sigmoid function

8. Part 1
Building a neural “network” of one neuron
and introducing the Sigmoid function

9. Part 2

10. Part 2
Using TensorFlow to manually build
a multi-layer neural network

11. Part 2
Using TensorFlow to manually build
a multi-layer neural network

13. Part 2
Using TensorFlow to manually build
a multi-layer neural network

14. Part 3

15. Part 3
Using TFLearn, a higher-level API to
TensorFlow, to build a neural network

16. Part 3
Using TFLearn, a higher-level API to
TensorFlow, to build a neural network

18. Part 4

19. Part 4
Azor, a contextualised chatbot, built using
TFLearn and TensorFlow, who knows about
some of the best beaches of Mauritius

20. Part 4

21. Part 4

22. Part 4

23. Part 4
Azor, a contextualised chatbot, built using
TFLearn and TensorFlow, who knows about
some of the best beaches of Mauritius

24. Thank you!!!
Avinash Meetoo
Senior Adviser of the
Minister of Technology,
Communication & Innovation
401-3701 | 5493-9394
www.avinashmeetoo.com
avinashmeetoo@gmail.com