“…You will: Understand web scraping, its applications/uses, and how to avoid web scraping by hitting publicly available rest API endpoints to directly get data Develop a web scraper and crawler from scratch using lxml and BeautifulSoup library, and learn about scraping from JavaScript-enabled pages using Selenium Use AWS-based cloud computing with EC2, S3, Athena, SQS, and SNS to analyze, extract, and store useful insights from crawled pages Use SQL language on PostgreSQL running on Amazon Relational Database Service (RDS) and SQLite using SQLalchemy Review sci-kit learn, Gensim, and spaCy to perform NLP tasks on scraped web pages such as name entity recognition, topic clustering (Kmeans, Agglomerative Clustering), topic modeling (LDA, NMF, LSI), topic classification (naive Bayes, Gradient Boosting Classifier) and text similarity (cosine distance-based nearest neighbors) Handle web archival file formats and explore Common Crawl open data on AWS Illustrate practical applications for web crawl data by building a similar website tool and a technology profiler similar to builtwith.com Write scripts to create a backlinks database on a web scale similar to Ahrefs.com, Moz.com, Majestic.com, etc., for search engine optimization (SEO), competitor research, and determining website domain authority and ranking Use web crawl data to build a news sentiment analysis system or alternative financial analysis covering stock market trading signals Write a production-ready crawler in Python using Scrapy framework and deal with practical workarounds for Captchas, IP rotation, and more…”

“…Readers should have access to some version of Microsoft Access in order to perform the exercises in this book. Flavio Morgado is a food engineer with an MSc. degree in food science and technology, a VBA professional developer, and a professor of epidemiology, statistics, and medical informatics at UNIFESO, a health sciences university in Rio de Janeiro, Brazil. …”

“…MySQL runs on anything from modest hardware all the way up to enterprise servers, and its performance rivals any database system put up against it. …”

“…Très appliqué, il donne les clés pour se préparer à affronter un contexte complexe, où les performances, la valeur des données et la complexité des applications pimentent la vie des administrateurs responsables de la sécurité. …”

“…What You Will Learn Build interactive web pages from scratch with HTML, CSS, and JavaScript Use fundamental HTML tags to create web elements such as headings, lists, images, and forms Implement CSS styles for size, color, and layout, including Flexbox and Grid system Learn beginner-level JavaScript concepts such as variables, data types, loops, and conditional logic Use CSS pseudo classes to perform translations, transitions, and animations Explore advanced CSS techniques such as Flexbox and Grid Audience This course is designed for aspiring web developers, students, professionals, and anyone interested in mastering web development. …”

“…We will cover adding custom fonts, performing CRUD operations on products and tables, transitioning from paid to free, and generating code documentation using compodoc. …”

“…Upon completion, we can automate server configurations, utilize containerization for efficient deployments, implement robust version control, secure connections with TLS certificates, establish secure VPN solutions, implement ad-blocking measures and cloud storage solutions, perform reliable backups, and automate essential processes independently to optimize and self-host infrastructure, streamline operations, and productivity. …”

“…Presenting FinOps from a practical point of view, covering the three phases--inform, optimize, and operate--this book demonstrates an end-to-end methodology for optimizing costs and performing financial management in the cloud. You'll learn how to design KPIs and dashboards for judicious cost allocation, covering key features of cloud services such as reserved instances, rightsizing, scaling, and automation for cost optimization. …”

“…However, to make sure that all available data was included, we searched for randomized controlled trials published afer the literature seach in the systematic reviews was performed. Results In patients with ulcerative colitis, infliximab was more effective than placebo in achieving improvement of the disease. …”

“…What you will learn Extend reporting capabilities in Jira using Open DevOps Integrate Jira with popular tools for tracking the build and deployment status Track the progress of product ideas with Jira Product Discovery Document and report projects using Confluence Create and deploy CI/CD pipelines in Bitbucket and perform testing in SonarQube Integrate security scanning into your CI/CD pipeline using Snyk Create an observability portal in Compass Use Opsgenie to collaborate with other teams when incidents occur Who this book is for This book is a valuable resource for DevOps engineers, platform engineers, SREs, software developers, and Atlassian tool administrators who want to automate testing, integration, and deployment processes using the Atlassian DevOps toolchain. …”

“…You'll need to understand many protocols, use a variety of internal and external interfaces, pinpoint the bottlenecks, and define the architecture of an SoC in an FPGA to produce a superior solution in a timely and cost-efficient manner.This book adopts a practical approach to helping you master both the hardware and software design flows, understand key interconnects and interfaces, analyze the system performance and enhance it using the acceleration techniques, and finally build an RTOS-based software application for an advanced SoC design.You'll start with an introduction to the FPGA SoCs technology fundamentals and their associated development design tools. …”

“…This includes determining new functionality to build, prioritising the most important functionality, evolving and refactoring the architecture, developing the functionality, validating it, releasing it to customers and collecting feedback from the customers to inform the next cycle of development. The capability to perform all these activities in days or a few weeks requires significant changes in the entire software engineering approach, including parallelising activities, empowering cross functional teams to allow for rapid decision making and light-weight coordination across teams. …”

“…You'll understand the unique security concerns of container-based applications, minimize costly unused capacity, and get pro tips for maximizing performance. Diagrams, labs, and hands-on examples ensure that the complex ideas are easy to understand and practical to apply. …”

“…. -- Methods: We discussed with Key Informants and performed targeted searches of published and gray literature on questions of (1) a description of QMs; (2) the context for their use; (3) research linking QMs to changes in outcomes; and (4) current key issues in future uptake, use, evidence gaps, and research priorities. -- Findings: The evidence base, which was sparse, suggests that no uniformly accepted practices exist on how to define or implement QMs for SMI, nor on which QMs are the most relevant. …”

“…I hope that it will assist you in producing performant, secure, testable software that others may rely on with confidence. - From the Foreword by Mohamed Taman, Chief Solutions Architect at Nortal and Java Champion A pedagogical gem. …”

“…I hope that it will assist you in producing performant, secure, testable software that others may rely on with confidence. - From the Foreword by Mohamed Taman, Chief Solutions Architect at Nortal and Java Champion A pedagogical gem. …”

“…To work with deep learning you'll have to choose the right model, train it, preprocess your data, evaluate performance and accuracy, and deal with uncertainty and variability in the outputs of a deployed solution. …”

“…About the Technology Deploying a machine learning application on a modern distributed system puts the spotlight on reliability, performance, security, and other operational concerns. …”

“…And you're expected to handle the rollouts, dataOps, security, performance, scaling, backup, and whatever else comes your way. …”

“…This Python library quickly performs operations on millions of rows, and it interfaces easily with other tools in the Python data ecosystem. …”