Название: Artificial Intelligence in Medical Sciences and Psychology
Автор: Tshepo Chris Nokeri
Издательство: Apress
Год: 2022
Формат: True PDF
Страниц: 178
Размер: 10 Mb
Язык: English

Get started with artificial intelligence for medical sciences and psychology. This book will help healthcare professionals and technologists solve problems using machine learning methods, computer vision, and natural language processing (NLP) techniques.

Название: The Azure Data Lakehouse Toolkit
Автор: Ron L’Esteve
Издательство: Apress
Год: 2022
Формат: True PDF
Страниц: 467
Размер: 26 Mb
Язык: English

Design and implement a modern data lakehouse on the Azure Data Platform using Delta Lake, Apache Spark, Azure Databricks, Azure Synapse Analytics, and Snowflake. This book teaches you the intricate details of the Data Lakehouse Paradigm and how to efficiently design a cloud-based data lakehouse using highly performant and cutting-edge Apache Spark capabilities using Azure Databricks, Azure Synapse Analytics, and Snowflake. You will learn to write efficient PySpark code for batch and streaming ELT jobs on Azure. And you will follow along with practical, scenario-based examples showing how to apply the capabilities of Delta Lake and Apache Spark to optimize performance, and secure, share, and manage a high volume, high velocity, and high variety of data in your lakehouse with ease.

Название: Pro Power BI Dashboard Creation
Автор: Adam Aspin
Издательство: Apress
Год: 2022
Формат: True PDF
Страниц: 526
Размер: 25,6 Mb
Язык: English

Produce high-quality, visually attractive analysis quickly and effectively with Microsoft’s key BI tool. This book teaches analysts, managers, power users, and developers how to harness the power of Microsoft’s self-service business intelligence flagship product to deliver compelling and interactive insight with remarkable ease. It then shows you the essential techniques needed to go from source data to dashboards that seize your audience’s attention and provide them with clear and accurate information.

Название: Data Structures Through C++: Experience Data Structures C++ through animations, 4th Edition
Автор: Yashavant Kanetkar
Издательство: BPB Publications
Год: 2022
Формат: PDF
Страниц: 346
Размер: 10 Mb
Язык: English

There are two major hurdles faced by anybody trying to learn Data Structures : Most books attempt to teach it using algorithms rather than complete working programs, A lot is left to the imagination of the reader, instead of explaining it in detail. This is a different Data Structures book. It uses C++ language to teach Data Structures. Secondly, it goes far beyond merely explaining how Stacks, Queues and Linked Lists work. The readers can actually experience (rather than imagine) sorting of an array, traversing of a doubly-linked list, construction of a binary tree, etc. through carefully crafted animations that depict these processes.

Название: Java for Web Development: Create Full-Stack Java Applications with Servlets, JSP Pages, MVC Pattern and Database Connectivity
Автор: Sarika Agarwal, Vivek Gupta
Издательство: BPB Publications
Год: 2022
Формат: PDF
Страниц: 235
Размер: 10 Mb
Язык: English

This book is about creating web applications with Java, servlets, Java Server Pages, and struts. Servlets, JSP pages, and database connectivity will be covered in detail. The more you read this book, the better you will be at making GUI apps, using JavaBeans in JSP, and making your tag libraries.

Название: Power BI Data Modeling: Build Interactive Visualizations, Learn DAX, Power Query, and Develop BI Models
Автор: Nisal Mihiranga
Издательство: BPB Publications
Год: 2022
Формат: PDF
Страниц: 354
Размер: 18,1 Mb
Язык: English

Creating data models has never been straightforward. This book demonstrates how to formulate a complete business analytics model that combines several data sources, executes numerous computations, and scales across hundreds of BI users.
To begin, you'll learn about the Microsoft Power BI ecosystem by downloading the Power BI desktop and exploring all of its features and capabilities. Through examples, you'll learn how to connect to databases of Excel; and SQL Server, shaping the data with Power Query, and then transforming the data into actionable information. You will gain knowledge of the DAX language by exploring it, writing DAX functions, and creating hierarchies. You will be trained to develop effective business intelligence models by studying numerous data modeling topics.

Название: Practical Guide To Computer Algorithms Using Python and C#
Автор: Ronald Lane
Год выхода: 2022
Страниц: 777
Формат: PDF
Язык: английский
Размер: 183 MB

Доступное введение в компьютерные алгоритмы написано на простом и удобном английском языке.
A pleasant intro to one of the most valuable formulas written in basic, user-friendly English. The modified as well as updated 2nd edition of Vital Formulas, offers an available intro to computer algorithms.

Название: Strange Code: Esoteric Languages That Make Programming Fun Again
Автор: Ronald T. Kneusel
Издательство: No Starch Press
Год: 2022
Формат: ePUB
Страниц: 496
Размер: 10 Mb
Язык: English

Strange Code starts with a dive into the underlying history of programming, covering the early computer-science concepts, like Turing machines and Turing completeness, that led to the languages we use today. It then explores the realm of “atypical” programming languages, introducing you to the out-of-the-box thinking that comes from these unusual approaches to coding.

Название: Mastering TensorFlow 2.x: Implement Powerful Neural Nets across Structured, Unstructured datasets and Time Series Data
Автор: Rajdeep Dua
Издательство: BPB Publications
Год: 2022
Формат: PDF
Страниц: 421
Размер: 10 Mb
Язык: English

Mastering TensorFlow 2.x is a must to read and practice if you are interested in building various kinds of neural networks with high level TensorFlow and Keras APIs. The book begins with the basics of TensorFlow and neural network concepts, and goes into specific topics like image classification, object detection, time series forecasting and Generative Adversarial Networks.

Название: Python Text Mining: Perform Text Processing, Word Embedding, Text Classification and Machine Translation
Автор: Alexandra George
Издательство: BPB Publications
Год: 2022
Формат: ePUB, PDF
Страниц: 436
Размер: 12,5 Mb
Язык: English

Natural Language Processing (NLP) has proven to be useful in a wide range of applications. Because of this, extracting information from text data sets requires attention to methods, techniques, and approaches. 'Python Text Mining' includes a number of application cases, demonstrations, and approaches that will help you deepen your understanding of feature extraction from data sets. You will get an understanding of good information retrieval, a critical step in accomplishing many machine learning tasks. We will learn to classify text into discrete segments solely on the basis of model properties, not on the basis of user-supplied criteria. The book will walk you through many methodologies, such as classification, that will enable you to rapidly construct recommendation engines, subject segmentation, and sentiment analysis applications. Toward the end, we will also look at machine translation and transfer learning.