Google NEXT 18 extended

GDG ahmedabad.

Transcript

1. Google NEXT ’18 Extended By Krupa Galiya, Pratik Parmar
2. Krupa Galiya • 3rd year Student at Vishwakarma Government Engineering College, IT • Machine learning enthusiast, Learner, PyGirl Twitter : https://twitter.com/Krupagaliya
3. AGENDA • ML Introduction • Available Frameworks • TensorFlow • NLP • GCP Introduction • Services of GCP, CMLE • QwikLab session • Learning material
4. AI, ML and DL
5. Machine learning algorithms: Given a Prior Information about data Prior Information unavailable Learn by Itself
6. Supervised learning Unsupervised learning Map Input variables/features to some discrete value Map Input variables/features to some Continuous value Data analysis to find hidden patterns/grouping in data
10. Frameworks
12. TensorFlow
13. https://www.tensorflow.org/versions/r1.1/get_started/get_started
15. QWIK LAB with ML Engine
16. Natural Language Processing (NLP) It deals with the actual text element. It transforms it into a format that the machine can use.
17. NLP is a way for computers to analyze, understand, and derive meaning from human language in a smart and useful way
20. AI and ML products https://cloud.google.com/products/ • Google Cloud Vision API https://cloud.google.com/vision/docs/drag-and-drop • Cloud Video Intelligence https://cloud.google.com/video-intelligence/ • Cloud Talent Solution https://cloud.google.com/solutions/talent-solution/ • Cloud Natural Language https://cloud.google.com/natural-language/
21. Learning material https://goo.gl/3L9cGu Or