Books

Aprende los conceptos básicos del Machine Learning y avanza poco a poco con teoría y divertidos ejercicios prácticos en Python a niveles intermedios y avanzados hasta llegar al Deep Learning.Tu camino para convertirte en un Científico de Datos comienza aquí

Written for facilitators or coaches who need situational pointers in workplace settings,"The Visual Coach Handbook" is: A quick reference with a theme-based lookup system. It contains inspiring real-world examples where simple visuals are used to create more engaging workshops, meetings, and higher quality conversations. I’m pretty proud of this book you're about to hold in your hands. In these pages, I’m sharing some really personal stories of how I’ve used visuals to coach myself and my teams through tough spots. My hope is that it inspires you to grab a pen or an iPad and use simple visuals to help others, and even yourself, get from where you are to where you want to be. I get asked a lot for templates of the visuals I use. This book is more than a dictionary of templates. It’s got the building blocks of visual coaching that will help you be a better: • Note-taker• Communicator• Worker / Contributor • Manager• Coach• Facilitator • Consultant 

This self-study course written as a book is your first step towards making money by coding and programming from home, and doing that with fun. You will understand how the Ruby language works, and establish a foundation for being successful freelance developer. 

Issues of language and identity can make or break any kind of development project. Failure to take these concepts into account can result in irrelevant projects, unused products, and lost opportunities. But the relationship between language and identity is complex and varied—and even more so in a highly multilingual, massively migrating world.

This book covers R software development for building data science tools. This book provides rigorous training in the R language and covers modern software development practices for building tools that are highly reusable, modular, and suitable for use in a team-based environment or a community of developers. (Printed copies coming soon!)

One of the most misunderstood XP techniques might be Refactoring. Many understand it in the meaning of re-write which is definitely not what it was meant to be. See how refractoring an example taken from a real world project both consits of very small sometimes even tiny changes and still introduces major archiectural reconstructions.

This book teaches the fundamental concepts and tools behind reporting modern data analyses in a reproducible manner. As data analyses become increasingly complex, the need for clear and reproducible report writing is greater than ever. The material for this book was developed as part of the industry-leading Johns Hopkins Data Science Specialization. Printed versions are available through Lulu (see link below).

Modern AI applications are not built from scratch but, instead, by integrating off-the-shelf components: libraries, frameworks, and services. "Applied Artificial Intelligence - An Engingeering Approach" focuses on engineering user friendly, high-performance, and maintainable AI applications.

This book gives a brief, but rigorous, treatment of regression models intended for practicing Data Scientists.

Learn functional programming for the web by solving practical problems using the PureScript programming language. "PureScript By Example" will motivate functional programming techniques like maps, folds, type classes and monads by applying them to real-world problems such as form validation, AJAX callbacks and drawing with the canvas. 100% of the author royalties on purchases of this book are donated to Code Club, a nationwide network of volunteer-led after school coding clubs.

Over 600 pages of tips and tricks for using d3.js, one of the leading data visualization tools for the web. It's aimed at getting you started and moving you forward. Includes over 50 downloadable code examples. You can download for FREE or donate to encourage further development if you wish :-).

This book explains the philosophy behind Leanpub, from its origin in "a book is a startup" to the present form. Lean Publishing is the act of publishing an in-progress book using lightweight tools and many iterations to get reader feedback, pivot until you have the right book and build traction once you do.

The Rust book for C++ developers who are done being treated like beginners. Learn why the borrow checker rejects patterns that "work" in C++—and why you'll thank it later.

The Scaling Playbook From WordPress to 1 million orders. One company's 5-year journey through every scaling decision, mistake, and hard-won principle. No code. No fluff. Just architecture thinking.

Stop treating PostgreSQL like slightly broken MySQL and start using it the way it was designed.