AI Use Cases discussion
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Transcript of AI Use Cases discussion
News Roundup
• Ycombinator taking applications for News, Automation/Jobs and Democracy value applications
• Tensorflow self driving car: Donkey, TensorCart, MIT Class and Google
• Amazon started rolling out Bot Developer Framework (looks and work as API.ai)
• Automation conversation to follow• Video surveillance and lip reading
Use CasesUse case Company
Shopping Recommendation Amazon.com
Sales Analysis SalesForce.com Einstein
Predictive Suggestions LogoJoy.com
360 deg view Bank Of America - Erica
Self Driving All car companies
Adaptive Learning
Door bells, Lights, Bulbs Phillips, Lowes
Crop Dusting Drone companies
Detect Fake News Facebook
ChannelsChannel Leader CompetitionVoice Amazon Echo Google HomeOffice Slack MS TeamsMessaging Facebook Kik
Implementations
ML Toolkits Tensorflow, CNTK, MXNet, PaddlePaddle
Deep Learning Torch, Caffe, Keras
Recommendations
Voice
Natural Language Processing
Text to Speech
Speech to Text
Greedy Algorithms (A/B)
Learning
• Udemy – Lazy Programmer• Stanford Statistics class• Deep Learning Resources