Deep Learning

Input
Model
Output
Loss
Stop

SGD (Stoastic Gradient Descent)

CNN
transfer learning

RNN

SoX

Recommendation Systems

Users Ids as rows
Product Ids as columns

Sparse matrix

Collaborative Filtering

userids

A 1, 10
B 1, 2, 4, 10

Normailze 0-1

ML
Dot Product

Ensembles

Mix

pytorch

torchtext
torchvision
torchaudio



stack
mean

DataLoader
DataBunch

Tabular Data
Decision Trees
Random Forrests

0-255

Inputs converted to arrays or tensors

Multidimensional array

Deep Learning for Stateset Customers

OCR for Purchase Orders, Agreements, Invoices to then be entered into States.

Hash of Document on IPFS to gateway on Infura.

NLP to create states, create tasks, log calls, etc

Audio API for interacting with Stateset.

Text to Speech across all of the ecommerce stack.

What is our inventory?
Whats is our total sales?

Agent and Dial In for Purchase Order and Invoice Settlement.

Subscription and Usage based payments done via calling in..


Stateset + ∆