Use Cases of TensorFlow Speaker: Gema Parreno, Data scientist at BBVA Gema has more than 10 national and international projects for digital product design and had her own videogame startup. She has developed significant Tensorflow use cases and have been awarded by NASA Space Apps Challenge 2016 for a Neural Network Architecture for Asteroid Classification and Impact prediction. Abstract: The talk covers cases of use for TensorFlow, going from Convolutional Neural Nets for image classification, wide+deep learning for recommendation systems and NASA Space apps challenge project. Thanks to all TensorFlow London meetup organisers and supporters: Seldon.io Altoros Rewired Google Developers Rise London

1. London meetup

2. What is Tensorflow?

3. Multidimensional Array
Computational graph

4. Tensor

5. Graph

6. Architecture

7. MACHINE LEARNING
Neural Nets

12. NASA Space Apps
Challenge

18. A
DATASETS
B
EXECUTION OF NEO
RECOGNIZING
PROTOCOL
C
1st LAYER
EVALUATION
D

19. 2nd LAYER
E

21. DEMO 1

25. Linear regression
Example

27. Y= Wx + b

28. Y= Wx + b
PLACEHOLDERS
Y = tf.placeholder()
X = tf.placeholder()

29. Y= Wx + b
VARIABLES
W = tf.Variable()
b = tf.Variable()

30. Pred = tf.add(tf.multiply(X,W), b)

31. Wide+Deep
Learning

32. SoyGema
https://soygema.github.io/TensorFlow-GOT/

33. SoyGema

34. THANKS!:)