Applied Data Science with Python and Jupyter

Become the master player of data exploration by creating reproducible data processing pipelines, visualizations, and prediction models for your applications.

Applied Data Science with Python and Jupyter

Alex Galea

Become the master player of data exploration by creating reproducible data processing pipelines, visualizations, and prediction models for your applications.
Packt Subscription
FREE
$9.99/m after trial
eBook
$16.80
RRP $23.99
Save 29%
Print + eBook
$29.99
RRP $29.99
What do I get with a Packt subscription?
  • Exclusive monthly discount - no contract
  • Unlimited access to entire Packt library of 6500+ eBooks and Videos
  • 120 new titles added every month, on new and emerging tech
What do I get with an eBook?
  • Download this book in EPUB, PDF, MOBI formats
  • DRM FREE - read and interact with your content when you want, where you want, and how you want
  • Access this title in the subscription reader
What do I get with Print & eBook?
  • Get a paperback copy of the book delivered to you
  • Download this book in EPUB, PDF, MOBI formats
  • DRM FREE - read and interact with your content when you want, where you want, and how you want
  • Access this title in the subscription reader
What do I get with a Video?
  • Download this Video course in MP4 format
  • DRM FREE - read and interact with your content when you want, where you want, and how you want
  • Access this title in the subscription reader
$0.00
$16.80
$29.99
$9.99 p/m after trial
RRP $23.99
RRP $29.99
Subscription
eBook
Print + eBook
Start a FREE 10-day trial

Frequently bought together


Applied Data Science with Python and Jupyter Book Cover
Applied Data Science with Python and Jupyter
$ 23.99
$ 16.80
matplotlib Plotting Cookbook Book Cover
matplotlib Plotting Cookbook
$ 26.99
$ 18.90
Buy 2 for $35.70
Save $15.28
Add to Cart

Book Details

ISBN 139781789958171
Paperback192 pages

Book Description

Getting started with data science doesn't have to be an uphill battle. Applied Data Science with Python and Jupyter is a step-by-step guide ideal for beginners who know a little Python and are looking for a quick, fast-paced introduction to these concepts. In this book, you'll learn every aspect of the standard data workflow process, including collecting, cleaning, investigating, visualizing, and modeling data. You'll start with the basics of Jupyter, which will be the backbone of the book. After familiarizing ourselves with its standard features, you'll look at an example of it in practice with our first analysis. In the next lesson, you dive right into predictive analytics, where multiple classification algorithms are implemented. Finally, the book ends by looking at data collection techniques. You'll see how web data can be acquired with scraping techniques and via APIs, and then briefly explore interactive visualizations.

What You Will Learn

  • Get up and running with the Jupyter ecosystem
  • Identify potential areas of investigation and perform exploratory data analysis
  • Plan a machine learning classification strategy and train classification models
  • Use validation curves and dimensionality reduction to tune and enhance your models
  • Scrape tabular data from web pages and transform it into Pandas DataFrames
  • Create interactive, web-friendly visualizations to clearly communicate your findings

Authors

Book Details

ISBN 139781789958171
Paperback192 pages
Read More

Read More Reviews

Recommended for You

matplotlib Plotting Cookbook Book Cover
matplotlib Plotting Cookbook
$ 26.99
$ 18.90
NumPy Cookbook Book Cover
NumPy Cookbook
$ 26.99
$ 18.90
NumPy 1.5 Beginner's Guide Book Cover
NumPy 1.5 Beginner's Guide
$ 26.99
$ 18.90
Apache Spark 2: Data Processing and Real-Time Analytics Book Cover
Apache Spark 2: Data Processing and Real-Time Analytics
$ 39.99
$ 28.00
Machine Learning and Data Science with Python: A Complete Beginners Guide [Video] Book Cover
Machine Learning and Data Science with Python: A Complete Beginners Guide [Video]
$ 18.99
$ 16.15
Data Science Projects with Python Book Cover
Data Science Projects with Python
$ 27.99
$ 19.60