Skip to Main Content
TensorFlow: Powerful Predictive Analytics with TensorFlow
book

TensorFlow: Powerful Predictive Analytics with TensorFlow

by Md. Rezaul Karim
March 2018
Intermediate to advanced content levelIntermediate to advanced
164 pages
3h 39m
English
Packt Publishing
Content preview from TensorFlow: Powerful Predictive Analytics with TensorFlow

From Disaster to Decision – Titanic Example Revisited

In Lesson 1, From Data to Decisions – Getting Started with TensorFlow, we have seen a minimal data analysis of the Titanic dataset. Now it's our turn to do some analytics on top of the data. Let's look at what kinds of people survived the disaster.

Since we have enough data, but how could we do the predictive modeling so that we can draw some fairly straightforward conclusions from this data? For example, being a woman, being in first class, and being a child were all factors that could boost a passengers chances of survival during this disaster.

Using the brute-force approach such as if-else statements with some sort of weighted scoring system, you could write a program to predict whether a ...

Become an O’Reilly member and get unlimited access to this title plus top books and audiobooks from O’Reilly and nearly 200 top publishers, thousands of courses curated by job role, 150+ live events each month,
and much more.
Start your free trial

You might also like

TensorFlow Machine Learning Projects

TensorFlow Machine Learning Projects

Ankit Jain, Dr. Amita Kapoor
Machine Learning Using TensorFlow Cookbook

Machine Learning Using TensorFlow Cookbook

Alexia Audevart, Konrad Banachewicz, Luca Massaron

Publisher Resources

ISBN: 9781789136913Supplemental Content