Grokking the System Design Interview
Grokking the System Design Interview

Author: Design Gurus

Publisher:

Published: 2021-12-18

Total Pages: 204

ISBN-13:

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This book (also available online at www.designgurus.org) by Design Gurus has helped 60k+ readers to crack their system design interview (SDI). System design questions have become a standard part of the software engineering interview process. These interviews determine your ability to work with complex systems and the position and salary you will be offered by the interviewing company. Unfortunately, SDI is difficult for most engineers, partly because they lack experience developing large-scale systems and partly because SDIs are unstructured in nature. Even engineers who've some experience building such systems aren't comfortable with these interviews, mainly due to the open-ended nature of design problems that don't have a standard answer. This book is a comprehensive guide to master SDIs. It was created by hiring managers who have worked for Google, Facebook, Microsoft, and Amazon. The book contains a carefully chosen set of questions that have been repeatedly asked at top companies. What's inside? This book is divided into two parts. The first part includes a step-by-step guide on how to answer a system design question in an interview, followed by famous system design case studies. The second part of the book includes a glossary of system design concepts. Table of Contents First Part: System Design Interviews: A step-by-step guide. Designing a URL Shortening service like TinyURL. Designing Pastebin. Designing Instagram. Designing Dropbox. Designing Facebook Messenger. Designing Twitter. Designing YouTube or Netflix. Designing Typeahead Suggestion. Designing an API Rate Limiter. Designing Twitter Search. Designing a Web Crawler. Designing Facebook's Newsfeed. Designing Yelp or Nearby Friends. Designing Uber backend. Designing Ticketmaster. Second Part: Key Characteristics of Distributed Systems. Load Balancing. Caching. Data Partitioning. Indexes. Proxies. Redundancy and Replication. SQL vs. NoSQL. CAP Theorem. PACELC Theorem. Consistent Hashing. Long-Polling vs. WebSockets vs. Server-Sent Events. Bloom Filters. Quorum. Leader and Follower. Heartbeat. Checksum. About the Authors Designed Gurus is a platform that offers online courses to help software engineers prepare for coding and system design interviews. Learn more about our courses at www.designgurus.org.

System Design Interview - An Insider's Guide
System Design Interview - An Insider's Guide

Author: Alex Xu

Publisher: Independently Published

Published: 2020-06-12

Total Pages: 280

ISBN-13:

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The system design interview is considered to be the most complex and most difficult technical job interview by many. Those questions are intimidating, but don't worry. It's just that nobody has taken the time to prepare you systematically. We take the time. We go slow. We draw lots of diagrams and use lots of examples. You'll learn step-by-step, one question at a time.Don't miss out.What's inside?- An insider's take on what interviewers really look for and why.- A 4-step framework for solving any system design interview question.- 16 real system design interview questions with detailed solutions.- 188 diagrams to visually explain how different systems work.

Mastering the Instructional Design Process
Mastering the Instructional Design Process

Author: William J. Rothwell

Publisher: John Wiley & Sons

Published: 2011-01-06

Total Pages: 490

ISBN-13: 0470573708

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The fourth edition of Mastering the Instructional Design Process has been completely revised and updated and is based on the instructional design competencies of the International Board of Standards of Performance and Instruction (IBSTPI). The book identifies the core competencies of instructional system design and presents them in a way that helps to develop these competencies and apply them successfully in real-world settings. This comprehensive resource covers the full range of topics for understanding and mastering the instructional design process including: detecting and solving human performance problems; analyzing needs, learners, work settings, and work; establishing performance objectives and performance measurements; delivering the instruction effectively; and managing instructional design projects successfully.

Mastering Python Design Patterns
Mastering Python Design Patterns

Author: Kamon Ayeva

Publisher: Packt Publishing Ltd

Published: 2018-08-31

Total Pages: 240

ISBN-13: 178883206X

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Exploit various design patterns to master the art of solving problems using Python Key Features Master the application design using the core design patterns and latest features of Python 3.7 Learn tricks to solve common design and architectural challenges Choose the right plan to improve your programs and increase their productivity Book Description Python is an object-oriented scripting language that is used in a wide range of categories. In software engineering, a design pattern is an elected solution for solving software design problems. Although they have been around for a while, design patterns remain one of the top topics in software engineering, and are a ready source for software developers to solve the problems they face on a regular basis. This book takes you through a variety of design patterns and explains them with real-world examples. You will get to grips with low-level details and concepts that show you how to write Python code, without focusing on common solutions as enabled in Java and C++. You'll also fnd sections on corrections, best practices, system architecture, and its designing aspects. This book will help you learn the core concepts of design patterns and the way they can be used to resolve software design problems. You'll focus on most of the Gang of Four (GoF) design patterns, which are used to solve everyday problems, and take your skills to the next level with reactive and functional patterns that help you build resilient, scalable, and robust applications. By the end of the book, you'll be able to effciently address commonly faced problems and develop applications, and also be comfortable working on scalable and maintainable projects of any size. What you will learn Explore Factory Method and Abstract Factory for object creation Clone objects using the Prototype pattern Make incompatible interfaces compatible using the Adapter pattern Secure an interface using the Proxy pattern Choose an algorithm dynamically using the Strategy pattern Keep the logic decoupled from the UI using the MVC pattern Leverage the Observer pattern to understand reactive programming Explore patterns for cloud-native, microservices, and serverless architectures Who this book is for This book is for intermediate Python developers. Prior knowledge of design patterns is not required to enjoy this book.

Mastering System Identification in 100 Exercises
Mastering System Identification in 100 Exercises

Author: Johan Schoukens

Publisher: John Wiley & Sons

Published: 2012-04-02

Total Pages: 285

ISBN-13: 1118218507

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This book enables readers to understand system identification and linear system modeling through 100 practical exercises without requiring complex theoretical knowledge. The contents encompass state-of-the-art system identification methods, with both time and frequency domain system identification methods covered, including the pros and cons of each. Each chapter features MATLAB exercises, discussions of the exercises, accompanying MATLAB downloads, and larger projects that serve as potential assignments in this learn-by-doing resource.

Mastering Xcode
Mastering Xcode

Author: Maurice Kelly

Publisher: Pearson Education

Published: 2014

Total Pages: 353

ISBN-13: 0321861620

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Xcode is the flagship application of Apple's suite of developer tools. In this book, Xcode experts Maurice Kelly and Joshua Nozzi show you how to use Apple's powerful developer tools to start writing iOS and OS X apps. You'll learn what Xcode can do and gain a deep understanding of how Xcode works so you can create and maintain great apps of your own. After a tour of the Xcode tools suite, you'll jump in by creating a basic Cocoa app and exploring the Xcode interface. You'll learn how to manage your project, write and debug code, build user interfaces, and use version control. You'll also learn to customise the build process, write and run unit tests, profile your code, and deploy your apps. This book includes: Detailed instruction, ample illustrations, and clear examples Real-world guidance and advice Insight into best practices from two Xcode experts Emphasis on using Xcode's streamlined interface for UI design, coding, testing, and debugging

Mastering the Instructional Design Process
Mastering the Instructional Design Process

Author: William J. Rothwell

Publisher: John Wiley & Sons

Published: 2015-12-29

Total Pages: 436

ISBN-13: 1118947134

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A comprehensive framework for effective real-world instructional design Mastering the Instructional Design Process provides step-by-step guidance on the design and development of an engaging, effective training program. The focus on core competencies of instructional system design helps you develop your skills in a way that's immediately applicable to real-world settings, and this newly updated fifth edition has been revised to reflect the new IBSTPI Competencies and Standards for Instructional Design. With a solid foundation of researched and validated standards, this invaluable guide provides useful insight and a flexible framework for approaching instructional design from a practical perspective. Coverage includes the full range of design considerations concerning the learners, objectives, setting, and more, and ancillaries include design templates, PowerPoint slides, lecture notes, and a test bank help you bring these competencies to the classroom. Instructional design is always evolving, and new trends are emerging to meet the ever-changing needs of learners and exploit the newest tools at our disposal. This book brings together the latest developments and the most effective best practices to give you a foolproof framework for successfully managing instructional design projects. Detect and solve human performance problems Analyze needs, learners, work settings, and work Establish performance objectives and measurements Deliver effective instruction in a variety of scenarios Effective training programs don't just happen. Instructional design is a complex field, and practitioners must be skilled in very specific areas to deliver a training program that engages learners and makes the learning 'stick.' Mastering the Instructional Design Process is a comprehensive handbook for developing the skillset that facilitates positive training outcomes.

Systems Analysis and Design
Systems Analysis and Design

Author: Alan Dennis

Publisher: John Wiley & Sons

Published: 2021-11-23

Total Pages: 466

ISBN-13: 1119803780

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Systems Analysis and Design, 8th Edition offers students a hands-on introduction to the core concepts of systems analysis and systems design. Following a project-based approach written to mimic real-world workflow, the text includes a multitude of cases and examples, in-depth explanations, and special features that highlight crucial concepts and emphasize the application of fundamental theory to real projects.

Frank Kane's Taming Big Data with Apache Spark and Python
Frank Kane's Taming Big Data with Apache Spark and Python

Author: Frank Kane

Publisher: Packt Publishing Ltd

Published: 2017-06-30

Total Pages: 289

ISBN-13: 1787288307

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Frank Kane's hands-on Spark training course, based on his bestselling Taming Big Data with Apache Spark and Python video, now available in a book. Understand and analyze large data sets using Spark on a single system or on a cluster. About This Book Understand how Spark can be distributed across computing clusters Develop and run Spark jobs efficiently using Python A hands-on tutorial by Frank Kane with over 15 real-world examples teaching you Big Data processing with Spark Who This Book Is For If you are a data scientist or data analyst who wants to learn Big Data processing using Apache Spark and Python, this book is for you. If you have some programming experience in Python, and want to learn how to process large amounts of data using Apache Spark, Frank Kane's Taming Big Data with Apache Spark and Python will also help you. What You Will Learn Find out how you can identify Big Data problems as Spark problems Install and run Apache Spark on your computer or on a cluster Analyze large data sets across many CPUs using Spark's Resilient Distributed Datasets Implement machine learning on Spark using the MLlib library Process continuous streams of data in real time using the Spark streaming module Perform complex network analysis using Spark's GraphX library Use Amazon's Elastic MapReduce service to run your Spark jobs on a cluster In Detail Frank Kane's Taming Big Data with Apache Spark and Python is your companion to learning Apache Spark in a hands-on manner. Frank will start you off by teaching you how to set up Spark on a single system or on a cluster, and you'll soon move on to analyzing large data sets using Spark RDD, and developing and running effective Spark jobs quickly using Python. Apache Spark has emerged as the next big thing in the Big Data domain – quickly rising from an ascending technology to an established superstar in just a matter of years. Spark allows you to quickly extract actionable insights from large amounts of data, on a real-time basis, making it an essential tool in many modern businesses. Frank has packed this book with over 15 interactive, fun-filled examples relevant to the real world, and he will empower you to understand the Spark ecosystem and implement production-grade real-time Spark projects with ease. Style and approach Frank Kane's Taming Big Data with Apache Spark and Python is a hands-on tutorial with over 15 real-world examples carefully explained by Frank in a step-by-step manner. The examples vary in complexity, and you can move through them at your own pace.

Mastering System Center Configuration Manager
Mastering System Center Configuration Manager

Author: Santos Martinez

Publisher: John Wiley & Sons

Published: 2016-12-29

Total Pages: 1340

ISBN-13: 1119258464

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Get up to date quickly with clear, expert coverage of SCCM 2016 Mastering System Center Configuration Manager provides comprehensive coverage of Microsoft's powerful network software deployment tool, with a practical hands-on approach. Written by Santos Martinez, Peter Daalmans, and Brett Bennett, this guide walks you through SCCM 2016 with in-depth explanations anchored in real-world applications to get you up to speed quickly. Whether you're planning a new installation or migrating from a previous version of Configuration Manager, this book provides clear instruction and expert insight to get the job done right. Fully aligned with the latest release, the discussion covers the newest tools and features with examples that illustrate utility in a variety of contexts. System Center Configuration Manager (formerly SMS) is one of Microsoft's flagship products; the 2016 release has been updated with better Windows 10 and Windows Server 2016 compatibility, improved tools for managing non-Microsoft mobile devices in the cloud, and more. This book provides start-to-finish coverage and expert guidance on everything you need to get your system up to date. Deploy software and operating systems Automate processes and customize configurations Monitor performance and troubleshoot issues Manage security in the cloud and on Virtual Machines SCCM 2016 improves your ability to handle the bring-your-own-device influx in managing mobile, streamlining the latest hiccup right into the everyday workflow. Mastering System Center Configuration Manager provides the practical coverage you need to get up and running seamlessly.