This presentation includes the cloud machine learning api's such as dialogflow and cloud auto ml api's used to create interactive app and to classify images accordingly.

1. Cloud Study Jams
GDD Rajkot

2. Juhil Somaiya
Jr. Application Engineer at Odoo India
Google Cloud Facilitator
AoG developers community member
Twitter : @ImJuhilSomaiya
Email : jgs.131296@gmail.com
About me

3. Surprise time..!!
Time to have some fun.
Open: https://kahoot.it/

4. Image classification using Cloud Auto ML
How Image classification works ?
Image classification is a supervised learning problem.
Define a set of target classes (objects to identify in images), and train a model to recognize
them using labeled example photos .
Test it with your unlabeled data, check the predicted output, whether it predicts the right one
or the wrong one.
E.g
- Classify whether you passed or failed the exam ?
- Is the cat or dog ?

5. Practical time
http://bit.ly/CloudAutoML

6. Implementing an AI chatbot using Dialogflow
Dialogflow
Give users new ways to interact with your product by building engaging voice and text-based
conversational interfaces, such as voice apps and chatbots, powered by AI.
Invocation phrase
By using it, dialogflow entity/intent will be invoked
E.g Book a ticket for me,
Webhook calling, saving data to cloud storage
Deployment, Integration with platforms.

7. Practical time
http://bit.ly/CloudChatbot
- Google Assistant chatbot that
submits helpdesk tickets.

9. Cloud ML Engine
This lab will give you hands-on practice with TensorFlow model training,
both locally and on Cloud ML Engine.
After training, you will learn how to deploy your model to Cloud ML Engine
for serving (prediction).
You'll train your model to predict income category of a person using the
United States Census Income Dataset.

10. Thank you .!
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Hangout group GDG Rajkot Machine learning - https://bit.ly/2DnaZNH