Don't have a Boss, be the Boss!
with Ai
Hello world, it's Siraj. And I'm gonna
show you how you can build a profitable business
on your own using TensorFlow
Google's widely popular machine learning framework
A couple years ago, deep learning started to out perform
all others machine learning models when
given massive amount of data
and google saw that it could use these deep neural
networks to improve it services, from
gmail to photos, to search. They built
a framework called TensorFlow out of a need
to let researches and developers
work together on AI models. BEST ANIME CROSS OVER EVER
and have them scale to billions of people
Originally it was made for internal use only
but them open sourced it so now anyone can use it
we can build a really simple TensorFlow model
pretty easily. There are
lot of examples online for, say, classification for example
all of this comes out to just under a hundred lines of code
the pipeline generally follows the pattern
of preprocess your data set, build the model
then train the model in a training loop
ultimately saving the trained model file to your local disk
as a binary file. But when our model
is fully trained, we want to serve it to our users
on a server. That way they can access it from the web
and that's where the TensorFlow Serving Library
comes in. Serving implements a server that
runs ML models and provides remote
access to them. We can do common tasks like
prediction and classification of any
provided data.