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 + ∆