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Shah and Anchor COE
Artificial Intelligence and ML
By Ali Mustafa.
Confidential + Proprietary
Hello everyone!
Hello everyone!
Confidential + Proprietary
Who am I ?
Crowdsource
Ali Mustafa Shaikh
POC, Crowdsource
“To organize the world’s information and make it universal...
“Our mission is to organize the world’s information and make it universally accessible and useful”
and
AI is enabling us to do that in incredible new ways - solving problems for our users, our customers, and the world.
How we are Doing it. ?
Let's talk about the Community
Google Communities
INDIA
Confidential + Proprietary
India speaks over 1600 dialects
India speaks over 1600 dialects
India, a nation with more than 1.3 billion people speaks over 1600 dialects in 30 Indian languages
What we Speak ?
What we Speak ?
What we have the Most.?
What we have the Most.?
Artificial Intelligence and ML
Artificial Intelligence
Confidential + Proprietary
What drives AI?
Curation:
Of information in easy language
Community:
Making the information available globally
Why Google
Confidential + Proprietary
Lets Jump to ML
Lets Dive Deep into AIML
“Machine learning:
The intelligence behind Internet”
What is Machine Learning?
What is Machine Learning?
An approach used in the branch of artificial intelligence (AI)
To improve the performance of a task with experience over time
TensorFlow
TensorFlow is an open-source software library for
dataflow programming across a range of tasks
Live Demonstration on TensorFlow
Is My Laptop Smarter than you...?
Deduce Some Predictions on this Image...
and rate them out of 1.0
For Ex:
Panda=(0.90/1.0)
brown color=(0.60/1.0)
hand =(0.7/1.0) based on ur assumption. I hope you have been taught about panda
Are Humans are more Smarter..?
Make Camera, Photos and Image Search even more awesome by helping our AI at understanding images
Image Label Verification
HAVE A LOOK AT THIS
http://bit.ly/2GlWKKa
Google Open source (Image Dataset)
Today, Google introduces open images a
dataset consisting of ~9 million URLs to images
that have been annotated with labels spanning over 6000 categories.
Live Demo
http://bit.ly/2FCw0nF
Youtube Tags
https://research.google.com/youtube8m/explore.html
https://research.google.com/youtube8m/tagcloud.html
sketch rnn
https://magenta.tensorflow.org/assets/sketch_rnn_demo/multi_vae.html
https://magenta.tensorflow.org/assets/sketch_rnn_demo/multi_predict.html
https://magenta.tensorflow.org/assets/sketch_rnn_demo/interp.html
Object recognization
Images Data:
Sentiment Evaluation
“Sentiment Evaluation also known as
opinion mining or emotion AI”
Handwriting Recognition
Quick Draw:
Tarnslation:
Speech Demonstration
http://bit.ly/2p4SmHU
Deep Learning: Wavenet generative model raw audio
AutoML by Google
AI for Web...
http://bit.ly/2GSDkix
Well done!
Digital Batch
Community
Benefits
1.Join for the love of your language
2.Help the next billions users to join the Internet
3.Contribute towards curating top-notch content in your language and thus making Internet a better place
4.Strengthen your language and communication skills
5.Contribute in building a community of positive, like-minded, and passionate people having leadership skills
6.Get featured on Facebook (Level 5 users)
7.Get opportunities to meet with different teams at Google via Hangout calls (Level 4 users)
8.Certificate and swags from Google crowdsource to flaunt on campus