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Mastering Predictive Analytics with scikit-learn and TensorFlow

You're reading from  Mastering Predictive Analytics with scikit-learn and TensorFlow

Product type Book
Published in Sep 2018
Publisher Packt
ISBN-13 9781789617740
Pages 154 pages
Edition 1st Edition
Languages
Concepts
Author (1):
Alvaro Fuentes Alvaro Fuentes
Profile icon Alvaro Fuentes
LinkedIn
Alvaro Fuentes is a senior data scientist with a background in applied mathematics and economics. He has more than 14 years of experience in various analytical roles and is an analytics consultant at one of the ‘Big Three' global management consulting firms, leading advanced analytics projects in different industries like banking, technology, and consumer goods. Alvaro is also an author and trainer in analytics and data science and has published courses and books, such as 'Become a Python Data Analyst' and 'Hands-On Predictive Analytics with Python'. He has also taught data science and related topics to thousands of students both on-site and online through different platforms such as Springboard, Simplilearn, Udemy, and BSG Institute, among others.
See other products by Alvaro Fuentes

Table of Contents (7) Chapters

Preface 1. Ensemble Methods for Regression and Classification 2. Cross-validation and Parameter Tuning 3. Working with Features 4. Introduction to Artificial Neural Networks and TensorFlow 5. Predictive Analytics with TensorFlow and Deep Neural Networks 6. Other Books You May Enjoy

Summary

In this chapter, we talked about ANNs, deep learning, and the elements of a deep learning model. We then installed TensorFlow and learned about the core concepts that we use in TensorFlow.

In the next chapter, we will perform predictive analytics with TensorFlow and deep learning.

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Authors (1)

Profile icon Alvaro Fuentes
LinkedIn
Alvaro Fuentes is a senior data scientist with a background in applied mathematics and economics. He has more than 14 years of experience in various analytical roles and is an analytics consultant at one of the ‘Big Three' global management consulting firms, leading advanced analytics projects in different industries like banking, technology, and consumer goods. Alvaro is also an author and trainer in analytics and data science and has published courses and books, such as 'Become a Python Data Analyst' and 'Hands-On Predictive Analytics with Python'. He has also taught data science and related topics to thousands of students both on-site and online through different platforms such as Springboard, Simplilearn, Udemy, and BSG Institute, among others.
Read more
See other products by Alvaro Fuentes

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