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Marcelo Sales
marcelo.sales@21212.com
Food Delivery Live Events Ticketing Subscription
Content
Cloud Logistics
Edication Ecommerce Enterprise
B2B
Media Fintech Health
Exponential impacts...
IoT
Robotics
3D printing
Artificial Intelligence
...open sourced
arxiv.org
github.com
pyimagesearch.com
dataquest.io
codecademy.com
Different roads leads to AI
Decision
making
process
Example
Logistics terminal optimization
Image
Classification
Foto: Nathan Anderson
Example
Categories
Example
Facial recognition
Example
My home surveillance camera
Video Classification
Foto: Sticker Mule
Example
My spy camera
Example
Udacity autonomous
mode
Example
Open source autopilot
Example
Tesla autonomous vehicle
Example
Autonomous truck
Example
Farmbot
Chatbots
The longer the conversations and the more
important the context, the more difficult the
problem becomes
However, we can use systems to assist
human workers by proposing and
correcting responses. That’s much more
feasible
What can chatbots do for you?
Chatbot Conversation
Framework
Responses
Conversations
Open
Domain
Closed
Domain
Retrieval-
Based
Generative-
Based
Impossible
Rules-Based
[Easiest]
General AI
[Hardest]
Smart Machine
[Hard]
Example
Chatbot for dummies
Sequence-to-Sequence Models
Example
My personal chatbot
Same job, less work
3
21 212Thank You!
MARCELO SALES
marcelo.sales@21212.com
FGV - Data Science Day - Marcelo Sales

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