How to Think Like a Computer Scientist
by Allen Downey, Jeffrey Elkner, Chris Meyers
How to Think Like a Computer Scientist: Learning with Python - is an introduction to computer science using the Python programming language. It covers the basics of computer programming, including variables and values, functions, conditionals and control flow, program development and debugging. Later chapters cover basic algorithms and da...
Price: $33.00 | Free ebook | Publisher: Green Tea Press | Release: 2008
Annotated Algorithms in Python
by Massimo Di Pierro
This book is assembled from lectures given by the author over a period of 10 years at the School of Computing of DePaul University. The lectures cover multiple classes, including Analysis and Design of Algorithms, Scientific Computing, Monte Carlo Simulations, and Parallel Algorithms. These lectures teach the core knowledge required by an...
Price: $33.89 | Free ebook | Publisher: Self-publishing | Release: 2013
by Lisa Tagliaferri
Extremely versatile and popular among developers, Python is a good general-purpose language that can be used in a variety of applications. For those with an understanding of English, Python is a very humanreadable programming language, allowing for quick comprehension.Learning the key concepts of Python can help you understand how program...
Free ebook | Publisher: DigitalOcean | Release: 2018
Python Machine Learning Projects
by Lisa Tagliaferri, Michelle Morales, Ellie Birkbeck, Alvin Wan
As machine learning is increasingly leveraged to find patterns, conduct analysis, and make decisions - sometimes without final input from humans who may be impacted by these findings - it is crucial to invest in bringing more stakeholders into the fold. This book of Python projects in machine learning tries to do just that: to equip the d...
Free ebook | Publisher: DigitalOcean | Release: 2019
Developing Graphics Frameworks with Python and OpenGL
by Lee Stemkoski, Michael Pascale
Developing Graphics Frameworks with Python and OpenGL shows you how to create software for rendering complete three-dimensional scenes. The authors explain the foundational theoretical concepts as well as the practical programming techniques that will enable you to create your own animated and interactive computer-generated worlds. You wi...
Free ebook | Publisher: Self-publishing | Release: 2021
by Patrick Viafore
Does it seem like your Python projects are getting bigger and bigger? Are you feeling the pain as your codebase expands and gets tougher to debug and maintain? Python is an easy language to learn and use, but that also means systems can quickly grow beyond comprehension. Thankfully, Python has features to help developers overcome maintain...
Price: $32.02 | Publisher: O'Reilly Media | Release: 2021
Advanced Analytics with PySpark
by Akash Tandon, Sandy Ryza, Uri Laserson, Sean Owen, Josh Wills
The amount of data being generated today is staggering and growing. Apache Spark has emerged as the de facto tool to analyze big data and is now a critical part of the data science toolbox. Updated for Spark 3.0, this practical guide brings together Spark, statistical methods, and real-world datasets to teach you how to approach analytics...
Price: $35.42 | Publisher: O'Reilly Media | Release: 2022
Python for Data Analysis, 3rd Edition
by Wes McKinney
Get the definitive handbook for manipulating, processing, cleaning, and crunching datasets in Python. Updated for Python 3.10 and pandas 1.4, the third 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 ...
Price: $34.96 | Publisher: O'Reilly Media | Release: 2022
by Yves Hilpisch
Nowadays, finance, mathematics, and programming are intrinsically linked. This book provides the relevant foundations of each discipline to give you the major tools you need to get started in the world of computational finance.Using an approach where mathematical concepts provide the common background against which financial ideas and pro...
Price: $29.96 | Publisher: O'Reilly Media | Release: 2021
Python for Geospatial Data Analysis
by Bonny P. McClain
In spatial data science, things in closer proximity to one another likely have more in common than things that are farther apart. With this practical book, geospatial professionals, data scientists, business analysts, geographers, geologists, and others familiar with data analysis and visualization will learn the fundamentals of spatial d...
Price: $43.99 | Publisher: O'Reilly Media | Release: 2022