Cloud Machine Learning APIs - GDG Rajkot

This talk was about cloud machine learning apis.

Transcript

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 .! Share your digital badge, tag us on twitter : @ImJuhilSomaiya @SapanZaveri @Akshay36918751 @GDGRajkot @WTMRajkot #IndiaCloudStudyJams #CloudStudyJams #INCloudStudyJams Hangout group GDG Rajkot Machine learning - https://bit.ly/2DnaZNH