“…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…”

“…Education has emerged as a top priority in this context as an important tool of sustainable development, and therefore refugee protection, integration and empowerment. …”

“…You'll discover essential tools for a stress-free life, including 3 questions to ask in a crisis, 4 steps to handle everyday pressures, and 8 behaviors that alleviate stress instantly. …”

“…This book will give them those tools…”

“…As you work through bite-sized exercises and activities, you'll learn how to use different MySQL tools to create a database and manage the data within it. …”

“…. - Mohammad Shafkat Amin, Meta Comprehensively covers the most common topics, along with helpful tips and advice. It gives you all the tools you need to ace your next system design interview. - Rajesh Kumar, Google The practical advice and real world examples in this book will help you master the art of system design and succeed in your next interview. - Kevin Goh, PayPal…”

“…In this scenario, modelling approaches are often used as a descriptive tool rather than for the prediction of complex behaviors. …”

“…If you are passionate about creating stunning web applications and want to learn HTML, CSS, and JavaScript from scratch, this course will provide you with the knowledge and tools to achieve your goals. Join us and take your web development skills to the next level! …”

“…By the end of this book, you will have gained comprehensive knowledge about EDA and mastered the powerful set of EDA techniques and tools required for analyzing both structured and unstructured data to derive valuable insights. …”

“…Updated to the latest version of Flask and Python, this third edition of the Flask Framework Cookbook moves away from the outdated libraries, updates content to incorporate new coding patterns, and introduces recipes for the latest tools. You'll explore different ways to integrate with GPT to build AI-ready Flask applications. …”

“…Codestars provides learners of all ages and proficiency levels with the tools and knowledge needed to build functional websites and apps. …”

“…What you will learn Manage the fundamentals of ClickUp and learn feature utilization with ClickApps Explore new habits, routines, and simplified project management with ClickUp Manage personal tasks, plan projects, and collaborate on personal events Grasp advanced process writing strategies and automation planning for complex challenges Use ClickUp Brain and AI to automate tasks and improve teamwork Optimize project workflows, task management, time tracking, and integration with other tools Leverage ClickUp for continuous personal and professional growth, achieving a balanced work and home life Who this book is for This book is for anyone who wants more out of life and wants to reclaim time in areas that matter most. …”

“…Unlock the power of Anypoint Platform by leveraging MuleSoft methodology, Accelerators, runtime engines, and management tools to deliver secure, high-value APIs and integration solutions across the enterprise Key Features Discover Anypoint Platform's capabilities for creating high-availability, high-performance APIs Learn about AnyPoint architecture and platform attributes for Mule app deployment Explore best practices, tips, and tricks that will help you tackle challenging exam topics and achieve MuleSoft certification Purchase of the print or Kindle book includes a free PDF eBook Book Description We're living in the era of digital transformation, where organizations rely on APIs to enable innovation within the business and IT teams are asked to continue doing more with less. …”

“…This book will help you leverage FastAPI's immense potential to handle high-traffic scenarios and integrate seamlessly with modern Python tools. The book begins by familiarizing you with the basics of setting up and configuring your FastAPI environment before moving to the intricacies of building RESTful APIs, managing data with SQL and NoSQL databases, and handling authentication and authorization. …”

“…Accordingly, critical issues for the field to address include (1) determining the level of evidence (or strength of evidence) necessary to support implementation of QMs, given the complexities of studying the topic and the likely limited research funding; (2) developing the evidence base that assesses the link between QM use and outcomes; (3) considering when to invest the time and resources on measuring outcomes of care to evaluate the impact of QMs, and when process measures (proxies of the outcomes) are a reasonable and more feasible alternative; (4) determining the resource needs for QM implementation; and (5) developing validated and reliable QM tools that can be implemented feasibly in real-world practice…”

“…You'll use the latest infrastructure-as-code tools like Packer and Terraform to develop reliable CI/CD pipelines for numerous cloud-native applications. …”

“…. - Mohammad Shafkat Amin, Meta Comprehensively covers the most common topics, along with helpful tips and advice. It gives you all the tools you need to ace your next system design interview. - Rajesh Kumar, Google The practical advice and real world examples in this book will help you master the art of system design and succeed in your next interview. - Kevin Goh, PayPal…”

“…About the Book The Well-Grounded Python Developer shows you why Python, the world's most popular programming language, is a fantastic tool for professional development. It guides you through the most important skills, like how to name variables, functions, and classes, how to identify and write a good API, and how to use objects. …”

“…In this one-of-a-kind guide, you'll discover tools for optimizing everything from data collection to your network architecture. …”

“…You'll learn to create microservices using Akka's powerful suite of tools, Akka Sharding, Persistence, Streams, Persistence Query, Projections, and gRPC. …”