Leverage the numerical and mathematical modules in Python and its standard library as well as popular open source numerical Python packages like NumPy, SciPy, FiPy, matplotlib and more. This fully revised edition, updated with the latest details of each package and changes to Jupyter projects, demonstrates how to numerically compute solutions and mathematically model applications in big data, cloud computing, financial engineering, business management and more. Numerical Python, Second Edition, presents many brand-new case study examples of applications in data science and statistics using Python, along with extensions to many previous examples. Each of these demonstrates the power of Python for rapid development and exploratory computing due to its simple and high-level syntax and multiple options for data analysis. After reading this book, readers will be familiar with many computing techniques including array-based and symbolic computing, visualization and numerical file I/O, equation solving, optimization, interpolation and integration, and domain-specific computational problems, such as differential equation solving, data analysis, statistical modeling and machine learning.What You'll LearnWork with vectors and matrices using NumPyPlot and visualize data with MatplotlibPerform data analysis tasks with Pandas and SciPyReview statistical modeling and machine learning with statsmodels and scikit-learnOptimize Python code using Numba and CythonWho This Book Is ForDevelopers who want to understand how to use Python and its related ecosystem for numerical computing.
Details e-book Numerical Python: Scientific Computing and Data Science Applications with Numpy, SciPy and Matplotlib
🗸 Author(s): Robert Johansson
🗸 Title: Numerical Python: Scientific Computing and Data Science Applications with Numpy, SciPy and Matplotlib
🗸 Rating : 4.4 from 5 stars (106 reviews)
🗸 ISBN-10: 1484242459
🗸 ISBN-13: 9781484242452
🗸 Languange: English
🗸 Format ebook: PDF, EPUB, Kindle, Audio, HTML and MOBI
🗸 Supported Devices: Android, iOS, PC and Amazon Kindle
✓ Read as many eBooks you want!
✓ Secure Scanned. No Virus Detected
✓ Thousands of eBooks to choose from - Hottest new releases
✓ Click it and Read it! - no waiting to read eBooks, it's instant!
✓ Keep reading your favorite eBooks over and over!
✓ It works anywhere in the world!
✓ No late fees or fixed contracts - cancel anytime!
Readers' opinions about Numerical Python: Scientific Computing and Data Science Applications with Numpy, SciPy and Matplotlib by Robert Johansson
Vanessa Watkins
This beautifully illustrated cookbook is a culinary journey around the world, showcasing a diverse array of delicious recipes from every corner of the globe. From exotic street food to traditional home-cooked meals, each dish is a celebration of the rich tapestry of global cuisine. With its mouthwatering photographs and easy-to-follow recipes, this book is a must-have for any aspiring chef.
Colliss Hussain
Discover the secrets of the world's greatest masterpieces with this fascinating exploration of art history. From the Renaissance to the modern era, the author guides readers through the evolution of artistic styles and movements, offering insights into the lives and works of renowned artists. With its stunning visuals and insightful commentary, this book is a treasure trove of inspiration for art lovers and history buffs.
Spring Baldwin
Dive into a world of magic and mystery with this enchanting fantasy novel, where mythical creatures and ancient prophecies collide in an epic battle for survival. As darkness descends upon the land, a young hero must rise to fulfill his destiny and save the kingdom from destruction. With its richly imagined world and compelling characters, this book is sure to transport readers to a realm of wonder and adventure.