38. Consumers expect more
● Quick access to what they need, when they need it.
● Consistent experience across multiple engagement channels
● Privacy seekers : hesitant to share too much personal information
● Personalization , ease, and flexibility in their interactions
43. Neural Network
A type of algorithm in machine learning
Artificial Intelligence
The science of making things smart
Machine Learning
Building machines that can learn
44. What is TensorFlow?
End-to-end open source ML platform
TensorFlow is a machine learning platform that
enables you to develop, train and deploy machine
learning and deep learning models anywhere
45. TensorFlow Distributed Execution Engine
CPU GPU TPU Mobile ...
Neural Nets
C++
K-Means
Loss Functions,
Metrics
Linear Algebra Decision Trees SVM
Gaussian
Mixture Models
Regression Random Forests
Probabilistic
Methods
Signal
Processing
Lattice
Python Java ...
A comprehensive ML toolkit
51. Have now deployed TensorFlow Lite in production.
More than 2B devices
globally.
Source: https://medium.com/tensorflow/recap-of-the-2019-tensorflow-dev-summit-1b5ede42da8d
52. Classification
Prediction
Recognition
Text to Speech
Speech to Text
Object detection
Object location
OCR
Gesture recognition
Facial modelling
Segmentation
Clustering
Compression
Super resolution
Translation
Voice synthesis
Video generation
Text generation
Audio generation
AudioImageSpeechText Content