Название: Bayesian Analysis with Excel and R (Rough Cuts)
Автор: Conrad G. Carlberg
Издательство: Pearson Education, Inc.
Год: 2023
Страниц: 185
Язык: английский
Формат: epub (true), mobi
Размер: 15.8 MB

Bayesian methods can solve problems you can’t reliably handle any other way. Now, building on your existing Excel analytics skills and experience, Microsoft Excel MVP Conrad Carlberg helps you make the most of Excel’s Bayesian capabilities and move toward R to do even more. Step by step, with real-world examples, Carlberg shows you how to use Bayesian analytics to solve a wide array of real problems. Carlberg clarifies terminology that often bewilders analysts, provides downloadable Excel workbooks you can easily adapt to your own needs, and offers sample R code to take advantage of the rethinking package in R and its gateway to Stan. As you incorporate these Bayesian approaches into your analytical toolbox, you’ll build powerful competitive advantage for your organization-and yourself.

Название: A Course in Statistics With R
Автор: Prabhanjan Narayanachar Tattar, Suresh Ramaiah, B.G. Manjunath
Издательство: Wiley
Год: 2016
Формат: PDF
Страниц: 673
Размер: 10 Mb
Язык: English

Integrates the theory and applications of statistics using R A Course in Statistics with R has been written to bridge the gap between theory and applications and explain how mathematical expressions are converted into R programs. The book has been primarily designed as a useful companion for a Masters student during each semester of the course, but will also help applied statisticians in revisiting the underpinnings of the subject. With this dual goal in mind, the book begins with R basics and quickly covers visualization and exploratory analysis.

Название: Applied Machine Learning and AI for Engineers
Автор: Jeff Prosise
Издательство: O’Reilly Media
Год: 2022-10-17: Third Release
Формат: ePUB
Размер: 22,1 Mb
Язык: English

While many introductory guides to AI are mathematics books in disguise, this one mostly eschews the math. Instead, author Jeff Prosise helps engineers and software developers build an intuitive understanding of AI to solve business problems. Need to create a system to detect the sounds of illegal logging in the rainforest, analyze text for sentiment, or predict early failures in rotating machinery? This practical book teaches you the skills necessary to put AI and machine learning to work at your company.

Название: Amazon Web Services in Action, Third Edition: An in-depth guide to AWS (MEAP v7)
Автор: Andreas Wittig, Michael Wittig
Издательство: Manning Publications
Год: 2022
Страниц: 407
Язык: английский
Формат: pdf (true)
Размер: 39.3 MB

This bestselling guide reveals best practices for security, high availability, and scalability on AWS, the world’s most popular cloud. It’s packed with techniques for automating your deployment, management, and even your infrastructure using Infrastructure as Code. Amazon Web Services in Action: An in-depth guide to AWS has helped thousands of developers succeed with the AWS cloud. This hands-on guide gives a complete introduction to computing, storage, and networking, along with best practices for all core AWS services.

Название: Elasticsearch in Action, Second Edition (MEAP v11)
Автор: Madhusudhan Konda
Издательство: Manning Publications
Год: 2022
Страниц: 511
Язык: английский
Формат: pdf (true)
Размер: 17.0 MB

Build powerful, production-ready search applications using the incredible features of Elasticsearch. Elasticsearch in Action, Second Edition is a hands-on guide to developing fully functional search engines with Elasticsearch and Kibana. Rewritten for the latest version of Elasticsearch, this completely new second edition explores Elasticsearch’s high-level architecture, reveals infrastructure patterns, and walks through the search and analytics capabilities of numerous Elasticsearch APIs.

Название: Learning Using Python: How to Build Applied Machine Learning Solutions
Автор: Reed Cartwright
Издательство: Independently published
Год: 2022
Страниц: 457
Язык: английский
Формат: pdf
Размер: 43.6 MB

Many market professionals consider unsupervised learning the following frontier in Artificial Intelligence, one that might hold the secret to the holy grail in AI study, the so called general expert system. Considering that the majority of the world's data is unlabeled, traditional supervised knowing can not be applied; this is where without supervision knowing can be found in. Without supervision understanding can be related to unlabeled datasets to find significant patterns hidden deep in the data, patterns that may be near difficult for humans to uncover. Author gives sensible understanding on exactly how to use not being watched understanding making use of two basic, production prepared Python structures scikit learn and also TensorFlow utilizing Keras.

Название: Robot Operating System (ROS) for Absolute Beginners, 2nd Edition
Автор: Lentin Joseph, Aleena Johny
Издательство: Apress
Год: 2022
Формат: True PDF
Страниц: 294
Размер: 11,6 Mb
Язык: English

You'll learn the basic foundation of Ubuntu Linux. Begin with the fundamentals. Installation and useful commands will give you the basic tools you need while programming a robot. Then add useful software applications that can be used while making robots. Programming robots can be done using any of the programming languages. Most popular programming languages are Python and C++. You will incorporate the fundamentals of C++ by learning object oriented programing concepts from example and building C++ projects.

Название: Pandas Workout (MEAP)
Автор: Reuven M. Lerner
Издательство: Manning Publications
Год: 2022 V11
Формат: True PDF
Страниц: 314
Размер: 10 Mb
Язык: English

Practice makes perfect pandas. Work out your pandas skills against dozens of real-world challenges, each carefully designed to build an intuitive knowledge of essential pandas tasks.

Название: Geometry for Programmers (MEAP)
Автор: Oleksandr Kaleniuk
Издательство: Manning Publications
Год: 2022 V8
Формат: True PDF
Страниц: 365
Размер: 11,6 Mb
Язык: English

Master the geometry behind CAD, game engines, GIS, and more! This hands-on book teaches you the math behind the tools and libraries you use to create simulations, 3D prints, and other models of the physical world.

Название: MATLAB Medical Imaging Toolbox User's Guide (R2022b)
Автор: MathWorks
Издательство: The MathWorks, Inc.
Год: 2022
Страниц: 144
Язык: английский
Формат: pdf (true)
Размер: 10.3 MB

Medical Imaging Toolbox provides apps, functions, and workflows for designing and testing diagnostic imaging applications. You can perform 3D rendering and visualization, multimodal registration, and segmentation and labeling of radiology images. The toolbox also lets you train predefined Deep Learning networks (with Deep Learning Toolbox).