Название: Machine Learning Cookbook with Python: Create ML and Data Analytics Projects Using Some Amazing Open Datasets
Автор: Rehan Guha
Издательство: BPB Publications
Год: 2021
Формат: ePUB, PDF
Страниц: 515
Размер: 21,5 Mb
Язык: English

Machine Learning does not have to be intimidating at all. This book focuses on the concepts of Machine Learning and Data Analytics with mathematical explanations and programming examples. All the codes are written in Python as it is one of the most popular programming languages used for Data Science and Machine Learning. Here I have leveraged multiple libraries like NumPy, Pandas, scikit-learn, etc. to ease our task and not reinvent the wheel. There are five projects in total, each addressing a unique problem. With the recipes in this cookbook, one will learn how to solve Machine Learning problems for real-time data and perform Data Analysis and Analytics, Classification, and beyond. The datasets used are also unique and will help one to think, understand the problem and proceed towards the goal.

Название: Bayesian Networks: With Examples in R
Автор: Marco Scutari, Jean-Baptiste Denis
Издательство: CRC Press
Год: 2022
Формат: PDF
Страниц: 252
Размер: 18,6 Mb
Язык: English

Bayesian Networks: With Examples in R, Second Edition introduces Bayesian networks using a hands-on approach. Simple yet meaningful examples illustrate each step of the modelling process and discuss side by side the underlying theory and its application using R code. The examples start from the simplest notions and gradually increase in complexity. In particular, this new edition contains significant new material on topics from modern machine-learning practice: dynamic networks, networks with heterogeneous variables, and model validation.

Название: Build Blog with React (SSR) and Wagtail
Автор: Michael Yin
Издательство: Leanpub
Год: 2021-05-05
Страниц: 167
Язык: английский
Формат: pdf (true) +code
Размер: 10.19 MB

This book will teach you how to build a blog with React, Wagtail CMS and SSR (Server-Side Rendering), which has good performance and good SEO. By the end of this course, you will be able to: Understand Docker and use Docker Compose to do development; Create blog models to work with Wagtail; Use PDB and Django shell to debug, test code and check data in terminal; Learn how to write serializer for Django models; Use the factory package to help create test data; Create React project from Python-webpack-boilerplate and load it in Django template; Understand React Components and the component lifecycle...

Название: 97 Things Every Information Security Professional Should Know: Collective Wisdom from the Experts (Final)
Автор: Christina Morillo
Издательство: O’Reilly Media, Inc.
Год: 2021
Страниц: 389
Язык: английский
Формат: epub
Размер: 24.1 MB

Whether you're searching for new or additional opportunities, information security can be vast and overwhelming. In this practical guide, author Christina Morillo introduces technical knowledge from a diverse range of experts in the infosec field. Through 97 concise and useful tips, you'll learn how to expand your skills and solve common issues by working through everyday security problems. You'll also receive valuable guidance from professionals on how to navigate your career within this industry. How do you get buy-in from the C-suite for your security program? How do you establish an incident and disaster response plan? This practical book takes you through actionable advice on a wide variety of infosec topics, including thought-provoking questions that drive the direction of the field.

Название: Hands-On Smart Contract Development with Solidity and Ethereum: From Fundamentals to Deployment, 1st Edition
Автор: Kevin Solorio, Randall Kanna, David H. Hoover
Издательство: O’Reilly Media, Inc.
Год: 2020
Страниц: 270
Язык: английский
Формат: pdf (true), epub
Размер: 12.4 MB, 10.07 MB

Ready to dive into smart contract development for the blockchain? With this practical guide, experienced engineers and beginners alike will quickly learn the entire process for building smart contracts for Ethereum - the open source blockchain-based distributed computing platform. You’llget up to speed with the fundamentals and quickly move into builder mode. Kevin Solorio, Randall Kanna, and Dave Hoover show you how to create and test your own smart contract, create a frontend for users to interact with, and more. It’s the perfect resource for people who want to break into the smart contract field but don’t know where to start.

Название: Intelligent Reliability Analysis Using MATLAB and AI: Perform Failure Analysis and Reliability Engineering using MATLAB and Artificial Intelligence
Автор: Dr. Cherry Bhargava, Dr. Pardeep Kumar Sharma
Издательство: BPB Publications
Год: 2021
Формат: ePUB, PDF
Страниц: 373
Размер: 10 Mb
Язык: English

Intelligent Reliability Analysis using MATLAB and AI explains a roadmap to analyze and predict various electronic components’ future life and performance reliability. Deeply narrated and authored by reliability experts, this book empowers the reader to deepen their understanding of reliability identification, its significance, preventive measures, and various techniques.
The book teaches how to predict the residual lifetime of active and passive components using an interesting use case on electronic waste. The book will demonstrate how the capacity of re-usability of electronic components can benefit the consumer to reuse the same component, with the confidence of successful operations. It lists key attributes and ways to design experiments using Taguchi’s approach, based on various acceleration factors.

Название: The Pythonic Way: An Architect’s Guide to Conventions and Best Practices for the Design, Development, Testing and Management of Enterprise Python Code
Автор: Sonal Raj
Издательство: BPB Publications
Год: 2022
Формат: ePUB, PDF
Страниц: 1073
Размер: 10 Mb
Язык: English

‘The Pythonic Way' acquaints you with Python's capabilities beyond basic syntax. This book will help you understand widely accepted Pythonic constructs and procedures, thus enabling you to write reliable, optimized, and modular applications.
You'll learn about Pythonic data structures, class and object creation, and more. The book then delves into some of Python's lesser-known but incredibly powerful functionalities such as meta-programming, decorators, context managers, generators, and iterators. Additionally, you'll learn how to accelerate computations by using Pandas Series and Dataframes. You will be introduced to various design patterns that work well with Python applications. Finally, we'll discuss testing frameworks and best practices for testing, packaging, launching, and publishing applications in production environments.

Название: Swift in 30 Days: Build iOS Apps by Learning Swift, Xcode, and SwiftUI in Just Four Weeks
Автор: Gaurang Ratnaparkhi
Издательство: BPB Publications
Год: 2022
Формат: ePUB, PDF
Страниц: 551
Размер: 11 Mb
Язык: English

'Swift in 30 Days' teaches young graduates and coding applicants to enter the field of rapid development of applications through simplified, pragmatic, and quick programming learning without much theory.
The book examines the basics of Swift programming, fundamental Swift building blocks, how to write syntax, constructs, define classes, arrays, model data with interfaces, and several examples of Swift programming. The book will help you to create the environment for app development, including tools and libraries like Xcode and SwiftUI. You will learn to work with Xcode and Swift libraries and finally make an independently developed Swift application. You will have access to design patterns and learn how to handle errors, debug, and work with protocols.

Название: Mastering Power BI: Build Business Intelligence Applications Powered with DAX Calculations, Insightful Visualizations
Автор: Chandraish Sinha
Издательство: BPB Publications
Год: 2022
Формат: ePUB, PDF
Страниц: 492
Размер: 14,8 Mb
Язык: English

Mastering Power BI covers the entire Power BI implementation process. The readers will be able to understand all the concepts covered in this book, from data modelling to creating powerful - visualizations.
This book begins with the concepts and terminology such as Star-Schema, dimensions and facts. It explains about multi-table dataset and demonstrates how to load these tables into Power BI. It shows how to load stored data in various formats and create relationships. Readers will also learn more about Data Analysis Expressions (DAX). This book is a must for the developers wherein they learn how to extend the usability of Power BI, to explore meaningful and hidden data insights. Throughout the book, you keep on learning about the concepts, techniques and expert practices on loading and shaping data, visualization design and security implementation.

Название: Data Scientist Pocket Guide: Over 600 Concepts, Terminologies, and Processes of Machine Learning and Deep Learning Assembled
Автор: Mohamed Sabri
Издательство: BPB Publications
Год: 2021
Формат: ePUB, PDF
Страниц: 866
Размер: 13 Mb
Язык: English

This pocket guide is a must for all data professionals in their day-to-day work processes. This book brings a comprehensive pack of glossaries of machine learning, deep learning, mathematics, and statistics. The extensive list of glossaries comprises concepts, processes, algorithms, data structures, techniques, and many more. Each of these terms is explained in the simplest words possible. This pocket guide will help you to stay up to date of the most essential terms and references used in the process of data analysis and machine learning.