Search icon CANCEL
Subscription
0
Cart icon
Your Cart (0 item)
Close icon
You have no products in your basket yet
Arrow left icon
Explore Products
Best Sellers
New Releases
Books
Videos
Audiobooks
Learning Hub
Conferences
Free Learning
Arrow right icon
Arrow up icon
GO TO TOP
Mastering Predictive Analytics with scikit-learn and TensorFlow

You're reading from   Mastering Predictive Analytics with scikit-learn and TensorFlow Implement machine learning techniques to build advanced predictive models using Python

Arrow left icon
Product type Paperback
Published in Sep 2018
Publisher Packt
ISBN-13 9781789617740
Length 154 pages
Edition 1st Edition
Languages
Arrow right icon
Author (1):
Arrow left icon
Alvaro Fuentes Alvaro Fuentes
Author Profile Icon Alvaro Fuentes
Alvaro Fuentes
Arrow right icon
View More author details
Toc

Summary

In this chapter, we learned how to make predictions using TensorFlow. We studied the MNIST dataset and classification of models using this dataset. We came across the elements of DNN models and the process of building the DNN. Later, we progressed to study regression and classification with DNNs. We classified handwritten digits and learned more about building models in TensorFlow. This brings us to the end of this book! We learned how to use ensemble algorithms to produce accurate predictions. We applied various techniques to combine and build better models. We learned how to perform cross-validation efficiently. We also implemented various techniques to solve current issues in the domain of predictive analysis. And, the best part, we used the DNN models we built to solve classification and regression problems. This book has helped us implement various machine learning...

lock icon The rest of the chapter is locked
Register for a free Packt account to unlock a world of extra content!
A free Packt account unlocks extra newsletters, articles, discounted offers, and much more. Start advancing your knowledge today.
Unlock this book and the full library FREE for 7 days
Get unlimited access to 7000+ expert-authored eBooks and videos courses covering every tech area you can think of
Renews at $19.99/month. Cancel anytime