January 2018
Beginner to intermediate
548 pages
12h 11m
English
Overview
IPython Interactive Computing and Visualization Cookbook is your toolkit to mastering numerical computing and data science using Python. With step-by-step recipes, this book helps you leverage Jupyter Notebooks for interactive programming and data analysis, learn advanced visualization techniques, and optimize high-performance computing tasks. You'll gain the expertise needed to solve real-world problems efficiently.
What this Book will help me do
- Master using Jupyter Notebooks for interactive computing and reproducible data workflows.
- Create advanced visualizations and gain insights from data using Python libraries.
- Optimize code performance using techniques like GPU programming and parallel computing.
- Develop machine learning models and apply statistical analysis to real-world data.
- Simulate complex systems and conduct mathematical computations using Python.
Author(s)
Cyrille Rossant is a software engineer and avid book author specializing in Python-based scientific computing. With experience in numerical computing and interactive visualization, Cyrille brings a deep understanding of what learners need. His clear step-by-step approach ensures readers grasp both the theoretical and practical aspects of computational topics.
Who is it for?
This book is perfect for students, researchers, engineers, and hobbyists who aim to optimize their skills in numerical computing and data science. It assumes a foundational knowledge of Python and some mathematical concepts, making it ideal for Python users looking to expand into advanced computational topics. Whether you're new to Jupyter Notebooks or looking to deepen your expertise, this book offers valuable insights tailored to your needs.
Become an O’Reilly member and get unlimited access to this title plus top books and audiobooks from O’Reilly and nearly 200 top publishers, thousands of courses curated by job role, 150+ live events each month,
and much more.
Read now
Unlock full access
More than 5,000 organizations count on O’Reilly
O’Reilly covers everything we've got, with content to help us build a world-class technology community, upgrade the capabilities and competencies of our teams, and improve overall team performance as well as their engagement.Julian F.
I wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.Addison B.
I’ve been on the O’Reilly platform for more than eight years. I use a couple of learning platforms, but I'm on O'Reilly more than anybody else. When you're there, you start learning. I'm never disappointed.Amir M.
I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.