Presentation from Google Developer Day Event in Ahmedabad, March 2017. It covers an overview of multiple Cloud Machine Learning APIs like Translate, Vision, Video Intelliigence, Speech and Natural Language.

1. Introduction to
Cloud ML APIs
Google Developer Day India - March 2017
@iRomin | Principal Architect @ Xoriant
romin.k.irani@gmail.com

2. Agenda
Google Cloud Machine Learning Services
Cloud Vision API
Cloud Speech API
Cloud Natural Language API
Translation API
Q & A

3. Google Cloud - Coverage

4. Entire Spectrum of Services
Tensorflow
Open Source library for Machine Learning
Cloud ML
Build your Machine Learning Model and host it in Google Cloud
Machine Learning APIs
Multiple APIs like Vision, Video Intelligence, Jobs, Speech, Translation, Text and more

5. How do you choose one ?
Reference : https://cloud.google.com/blog/big-data/2017/03/announcing-google-cloud-video-intelligence-api-and-more-cloud-machine-learning-updates

6. Steps to using the ML APIs - 1 - 2 - 3
Enable the API in your Google Cloud Platform Project
Create a Service Account + Download the Service Account
Key
Use Application Default Credentials to identify yourself to
GCP (Use the Service Key downloaded above)
Use any of the Client SDKs available in multiple languages

7. Cloud Vision API - Insights from your images
Label / Face Detection
Image Attributes
Landmark Detection
Logo Detection
OCR Detection
Safe Search Detection
https://cloud.google.com/vision/

8. Cloud Vision API

9. Cloud Speech API - Speech to Text powered by ML
Audio → Text
80 languages & variants
Audio uploaded on request and
integrated with GCS
Result Streaming supported
Noisy Environments & Context
https://cloud.google.com/speech

10. Cloud Speech API - Use Case

11. Cloud Natural Language API - Insights from
Unstructured Text
Syntax Analysis
Entity Recognition
Sentiment Analysis
Use in combination with Cloud Speech
and Vision API (OCR)
https://cloud.google.com/natural-language

12. Cloud Natural Language API - Entity Extraction

13. Cloud Natural Language API - Sentiment Analysis

14. Cloud Translation API - Dynamically Translate
among languages
Translate Many Languages
Language Detection
Supports more than 100 languages
Learning continuously via Logs
Analysis and Human Translation
List of Supported Languages
https://cloud.google.com/translation

15. Cloud
Translation
API - Demo

16. Cloud Video Intelligence API - Private Beta
Make your videos searchable + discoverable
Extract metadata
Detect scene changing
Constantly improving

17. Cloud Video Intelligence API - Demo
https://cloud.google.com/video-intelligence/#demo

18. Thank You
Q & A