Skip to Content
TensorFlow Machine Learning Projects
book

TensorFlow Machine Learning Projects

by Ankit Jain, Dr. Amita Kapoor
November 2018
Intermediate to advanced
322 pages
7h 54m
English
Packt Publishing
Content preview from TensorFlow Machine Learning Projects

Summary

In this chapter, we learned about a project for converting audio data to text. There are many open source SDKs and commercial paid cloud services that allow us to convert from audio recordings and files to text data. As an example project, we took Google's Speech Commands Dataset and TensorFlow's deep learning-based example to convert audio files to spoken words in order to recognize the commands.

In the next chapter, we continue this journey to build a project for predicting stock prices using Gaussian Processes, which is a popular algorithm for forecasting.

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.

Read now

Unlock full access

More than 5,000 organizations count on O’Reilly

AirBnbBlueOriginElectronic ArtsHomeDepotNasdaqRakutenTata Consultancy Services

QuotationMarkO’Reilly covers everything we've got, with content to help us build a world-class technology community, upgrade the capabilities and competencies of our teams, and improve overall team performance as well as their engagement.
Julian F.
Head of Cybersecurity
QuotationMarkI wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.
Addison B.
Field Engineer
QuotationMarkI’ve been on the O’Reilly platform for more than eight years. I use a couple of learning platforms, but I'm on O'Reilly more than anybody else. When you're there, you start learning. I'm never disappointed.
Amir M.
Data Platform Tech Lead
QuotationMarkI'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.
Mark W.
Embedded Software Engineer

You might also like

Machine Learning Projects with TensorFlow 2.0

Machine Learning Projects with TensorFlow 2.0

Dr. Vlad Sebastian Ionescu
TensorFlow Deep Learning Projects

TensorFlow Deep Learning Projects

Alexey Grigorev, Srinivas Kulkarni, Rajalingappaa Shanmugamani
Machine Learning Using TensorFlow Cookbook

Machine Learning Using TensorFlow Cookbook

Alexia Audevart, Konrad Banachewicz, Luca Massaron
Python Deep Learning Projects

Python Deep Learning Projects

Matthew Lamons, Rahul Kumar, Abhishek Nagaraja

Publisher Resources

ISBN: 9781789132212