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Distributed Tracing in Practice

Distributed Tracing in Practice

by Austin Parker, Ben Sigelman, Daniel Spoonhower, Jonathan Mace, Rebecca Isaacs

Since most applications today are distributed in some fashion, monitoring their health and performance requires a new approach. Enter distributed tracing, a method of profiling and monitoring distributed applications - particularly those that use microservice architectures. There's just one problem: distributed tracing can be hard. But it doesn't have to be.With this guide, you'll learn what ...

Price:  $42.99  |  Publisher:  O'Reilly Media  |  Release:  2020

Practical Synthetic Data Generation

Practical Synthetic Data Generation

by Khaled El Emam, Lucy Mosquera, Richard Hoptroff

Building and testing machine learning models requires access to large and diverse data. But where can you find usable datasets without running into privacy issues? This practical book introduces techniques for generating synthetic data - fake data generated from real data - so you can perform secondary analysis to do research, understand customer behaviors, develop new products, or generate new revenue.Data...

Price:  $59.99  |  Publisher:  O'Reilly Media  |  Release:  2020

Practical Statistics for Data Scientists, 2nd Edition

Practical Statistics for Data Scientists, 2nd Edition

by Peter Bruce, Andrew Bruce, Peter Gedeck

Statistical methods are a key part of data science, yet few data scientists have formal statistical training. Courses and books on basic statistics rarely cover the topic from a data science perspective. The second edition of this popular guide adds comprehensive examples in Python, provides practical guidance on applying statistical methods to data science, tells you how to avoid their misuse, and gives yo...

Price:  $31.00  |  Publisher:  O'Reilly Media  |  Release:  2020

Practical AI on the Google Cloud Platform

Practical AI on the Google Cloud Platform

by Micheal Lanham

Working with AI is complicated and expensive for many developers. That's why cloud providers have stepped in to make it easier, offering free (or affordable) state-of-the-art models and training tools to get you started. With this book, you'll learn how to use Google's AI-powered cloud services to do everything from creating a chatbot to analyzing text, images, and video.Author Micheal Lanham...

Price:  $44.26  |  Publisher:  O'Reilly Media  |  Release:  2020

Spark in Action, 2nd Edition

Spark in Action, 2nd Edition

by Jean-Georges Perrin

The Spark distributed data processing platform provides an easy-to-implement tool for ingesting, streaming, and processing data from any source. In Spark in Action, 2nd Edition, you'll learn to take advantage of Spark's core features and incredible processing speed, with applications including real-time computation, delayed evaluation, and machine learning. Spark skills are a hot commodity in ente...

Price:  $35.89  |  Publisher:  Manning  |  Release:  2020

Mastering Large Datasets with Python

Mastering Large Datasets with Python

by John T. Wolohan

Modern data science solutions need to be clean, easy to read, and scalable. In Mastering Large Datasets with Python, author J.T. Wolohan teaches you how to take a small project and scale it up using a functionally influenced approach to Python coding. You'll explore methods and built-in Python tools that lend themselves to clarity and scalability, like the high-performing parallelism method, as well as...

Price:  $39.99  |  Publisher:  Manning  |  Release:  2020

Learn Docker in a Month of Lunches

Learn Docker in a Month of Lunches

by Elton Stoneman

Go from zero to production readiness with Docker in 22 bite-sized lessons! Learn Docker in a Month of Lunches is an accessible task-focused guide to Docker on Linux, Windows, or Mac systems. In it, you'll learn practical Docker skills to help you tackle the challenges of modern IT, from cloud migration and microservices to handling legacy systems. There's no excessive theory or niche-use cases - j...

Price:  $39.99  |  Publisher:  Manning  |  Release:  2020

Modern Systems Programming with Scala Native

Modern Systems Programming with Scala Native

by Richard Whaling

Access the power of bare-metal systems programming with Scala Native, an ahead-of-time Scala compiler. Without the baggage of legacy frameworks and virtual machines, Scala Native lets you re-imagine how your programs interact with your operating system. Compile Scala code down to native machine instructions; seamlessly invoke operating system APIs for low-level networking and IO; control pointers, arrays, a...

Price:  $30.04  |  Publisher:  The Pragmatic Programmers  |  Release:  2020

Practical Microservices

Practical Microservices

by Ethan Garofolo

Much ink has been spilled on the topic of microservices, but all of this writing fails to accurately identify what makes a system a monolith, define what microservices are, or give complete, practical examples, so you're probably left thinking they have nothing to offer you. You don't have to be at Google or Facebook scale to benefit from a microservice-based architecture. Microservices will keep ...

Price:  $40.13  |  Publisher:  The Pragmatic Programmers  |  Release:  2020

Design and Build Great Web APIs

Design and Build Great Web APIs

by Mike Amundsen

APIs are transforming the business world at an increasing pace. Gain the essential skills needed to quickly design, build, and deploy quality web APIs that are robust, reliable, and resilient. Go from initial design through prototyping and implementation to deployment of mission-critical APIs for your organization. Test, secure, and deploy your API with confidence and avoid the "release into production...

Price:  $22.17  |  Publisher:  The Pragmatic Programmers  |  Release:  2020

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