Overview
Learn to leverage Python for advanced 3D data processing, visualization, and AI-enabled workflows. Define 3D virtual realms, immersive environments, and digital automation to analyze physical objects. With a focus on practicality, this book offers data scientists, engineers, and developers a hands-on approach to working with 3D data. From 3D reconstruction to 3D deep learning techniques, you'll learn how to extract valuable insights from massive datasets, including point clouds, voxels, 3D meshes, images, and more.
Author Florent Poux helps you leverage the potential of cutting-edge algorithms and 3D AI models to develop production-ready systems with a focus on automation. You'll learn how to define 3D systems, leverage powerful algorithms, and deploy 3D digital experiences for your industry (geospatial applications, self-driving cars, medical imaging, robotics, manufacturing, computer vision/graphics, and more).
This book dives deep into 3D data science with Python: building 3D workflows and wielding Python to implement your solutions. You'll learn:
- Core concepts and representations of 3D data (meshes, point clouds, voxels, CAD)
- How to load, manipulate, analyze, and visualize 3D data using powerful Python libraries
- Advanced AI algorithms for 3D pattern recognition (supervised and unsupervised)
- 3D reconstruction techniques to generate 3D datasets
- Automated 3D modeling and generative AI workflows
- Practical applications of 3D data science in areas like computer vision/graphics, geospatial intelligence, scientific computing, robotics, and autonomous driving
- How to build end-to-end 3D Python apps through real-world projects
Florent Poux is an esteemed authority in the field of 3D data science who teaches and conducts research for top European universities. He's also head professor at the 3D Geodata Academy and innovation director for French Tech 120.
This book title, 3D Data Science with Python (Building Accurate Digital Environments with 3D Point Cloud Workflows), ISBN: 9781098161330, by Florent Poux, published by O'Reilly Media (April 29, 2025) is available in paperback. Our minimum order quantity is 25 copies. All standard bulk book orders ship FREE in the continental USA and delivered in 4-10 business days.
Unlike Amazon and other retailers who may also offer 3D Data Science with Python (Building Accurate Digital Environments with 3D Point Cloud Workflows) books on their website, we specialize in large quantities and provide personal service, from trusted, experienced, friendly people in Portland, Oregon. We offer a Price Match Guarantee, and QuickQuote form, to make purchasing quick and easy.
Prefer to work with a human being when you order 3D Data Science with Python (Building Accurate Digital Environments with 3D Point Cloud Workflows) books in bulk? Our Book Specialists are standing by Monday-Friday 8-5 PST, ready to help!