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
Free Learning
Arrow right icon
Arrow up icon
GO TO TOP
Python: Real-World Data Science

You're reading from   Python: Real-World Data Science Real-World Data Science

Arrow left icon
Product type Course
Published in Jun 2016
Publisher
ISBN-13 9781786465160
Length 1255 pages
Edition 1st Edition
Languages
Arrow right icon
Authors (5):
Arrow left icon
Fabrizio Romano Fabrizio Romano
Author Profile Icon Fabrizio Romano
Fabrizio Romano
Phuong Vo.T.H Phuong Vo.T.H
Author Profile Icon Phuong Vo.T.H
Phuong Vo.T.H
Robert Layton Robert Layton
Author Profile Icon Robert Layton
Robert Layton
Sebastian Raschka Sebastian Raschka
Author Profile Icon Sebastian Raschka
Sebastian Raschka
Martin Czygan Martin Czygan
Author Profile Icon Martin Czygan
Martin Czygan
+1 more Show less
Arrow right icon
View More author details
Toc

Table of Contents (12) Chapters Close

Table of Contents FREE CHAPTER
Python: Real-World Data Science
Meet Your Course Guide
What's so cool about Data Science?
Course Structure
Course Journey
The Course Roadmap and Timeline
1. Course Module 1: Python Fundamentals 2. Course Module 2: Data Analysis 3. Course Module 3: Data Mining 4. Course Module 4: Machine Learning Index

Index

A

  • absolute imports
    • about / Absolute imports
  • abstract base classes (ABCs)
    • about / Abstract base classes
    • using / Using an abstract base class
    • creating / Creating an abstract base class
    • @classmethod / Demystifying the magic
  • abstract factory pattern
    • about / The abstract factory pattern
  • abstraction
    • about / Hiding details and creating the public interface
    • examples / Hiding details and creating the public interface
    • defining / Inheritance provides abstraction
  • abstract methods
    • about / Inheritance
  • access control
    • about / Who can access my data?
  • access keys
    • about / Downloading data from a social network
  • accuracy
    • improving, dictionary used / Improving accuracy using a dictionary
  • accuracy (ACC) / Optimizing the precision and recall of a classification model
  • activation function
    • about / Artificial neural networks
  • AdaBoost / Leveraging weak learners via adaptive boosting
  • adaline
    • about / First steps...
lock icon The rest of the chapter is locked
arrow left Previous Section
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
Banner background image