Python Crash Course: A Hands-On, Project-Based Introduction to Programming
Python Crash Course
is a fast-paced, thorough introduction to Python that will have you writing programs, solving problems, and making things that work in no time.
In the first half of the book, you’ll learn about basic programming concepts, such as lists, dictionaries, classes, and loops, and practice writing...
Python Data Analysis
Find, manipulate, and analyze your data using the Python 3.5 libraries
Perform advanced, high-performance linear algebra and mathematical calculations with clean and efficient Python code
An easy-to-follow guide with realistic examples that are frequently used in real-world data
Python for Data Analysis: Data Wrangling with Pandas, NumPy, and IPython
Get complete instructions for manipulating, processing, cleaning, and crunching datasets in Python. Updated for Python 3.6, the second edition of this hands-on guide is packed with practical case studies that show you how to solve a broad set of data analysis problems effectively. You’ll learn the latest versions of pandas,...
Python High Performance Programming
If you have at least a basic knowledge of Python, this book will help you maximize the performance of your code and applications. Easy to follow tutorials will make you a hard act to follow in Python programming.
Identify the bottlenecks in your applications and solve them using the best...
Think Complexity: Complexity Science and Computational Modeling
This book is inspired by boredom and fascination: boredom with the usual presentation of data structures and algorithms, and fascination with complex
systems. The problem with data structures is that they are often taught without a motivating context; the problem with complexity science is that it is
usually not taught at...
Beginning Python Visualization: Crafting Visual Transformation Scripts
We are visual animals. But before we can see the world in its true splendor, our brains, just like our computers, have to sort and organize raw data, and then transform that data to produce new images of the world. Beginning Python Visualization: Crafting Visual Transformation Scripts, Second Edition discusses turning many types of...
Learning IPython for Interactive Computing and Data Visualization
IPython provides a rich architecture for interactive computing, and as a Python developer you can take advantage of this practical hands-on guide to make yourself an expert. Covers numerical computing, data analysis, and more.
A practical step-by-step tutorial which will help you to replace the...
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