The Data Vault Guru

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The Data Vault Guru

Author : Patrick Cuba
Publisher :
ISBN 13 :
Total Pages : 676 pages
Book Rating : 4.6/5 (913 download)

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Book Synopsis The Data Vault Guru by : Patrick Cuba

Download or read book The Data Vault Guru written by Patrick Cuba and published by . This book was released on 2020-10-06 with total page 676 pages. Available in PDF, EPUB and Kindle. Book excerpt: The data vault methodology presents a unique opportunity to model the enterprise data warehouse using the same automation principles applicable in today's software delivery, continuous integration, continuous delivery and continuous deployment while still maintaining the standards expected for governing a corporation's most valuable asset: data. This book provides at first the landscape of a modern architecture and then as a thorough guide on how to deliver a data model that flexes as the enterprise flexes, the data vault. Whether the data is structured, semi-structured or even unstructured one thing is clear, there is always a model either applied early (schema-on-write) or applied late (schema-on-read). Today's focus on data governance requires that we know what we retain about our customers, the data vault provides that focus by delivering a methodology focused on all aspects about the customer and provides some of the best practices for modern day data compliance.The book will delve into every data vault modelling artefact, its automation with sample code, raw vault, business vault, testing framework, a build framework, sample data vault models, how to build automation patterns on top of a data vault and even offer an extension of data vault that provides automated timeline correction, not to mention variation of data vault designed to provide audit trails, metadata control and integration with agile delivery tools.

Building a Scalable Data Warehouse with Data Vault 2.0

Author : Dan Linstedt
Publisher : Morgan Kaufmann
ISBN 13 : 0128026480
Total Pages : 684 pages
Book Rating : 4.1/5 (28 download)

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Book Synopsis Building a Scalable Data Warehouse with Data Vault 2.0 by : Dan Linstedt

Download or read book Building a Scalable Data Warehouse with Data Vault 2.0 written by Dan Linstedt and published by Morgan Kaufmann. This book was released on 2015-09-15 with total page 684 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Data Vault was invented by Dan Linstedt at the U.S. Department of Defense, and the standard has been successfully applied to data warehousing projects at organizations of different sizes, from small to large-size corporations. Due to its simplified design, which is adapted from nature, the Data Vault 2.0 standard helps prevent typical data warehousing failures. "Building a Scalable Data Warehouse" covers everything one needs to know to create a scalable data warehouse end to end, including a presentation of the Data Vault modeling technique, which provides the foundations to create a technical data warehouse layer. The book discusses how to build the data warehouse incrementally using the agile Data Vault 2.0 methodology. In addition, readers will learn how to create the input layer (the stage layer) and the presentation layer (data mart) of the Data Vault 2.0 architecture including implementation best practices. Drawing upon years of practical experience and using numerous examples and an easy to understand framework, Dan Linstedt and Michael Olschimke discuss: How to load each layer using SQL Server Integration Services (SSIS), including automation of the Data Vault loading processes. Important data warehouse technologies and practices. Data Quality Services (DQS) and Master Data Services (MDS) in the context of the Data Vault architecture. Provides a complete introduction to data warehousing, applications, and the business context so readers can get-up and running fast Explains theoretical concepts and provides hands-on instruction on how to build and implement a data warehouse Demystifies data vault modeling with beginning, intermediate, and advanced techniques Discusses the advantages of the data vault approach over other techniques, also including the latest updates to Data Vault 2.0 and multiple improvements to Data Vault 1.0

ActionScript for Multiplayer Games and Virtual Worlds

Author : Jobe Makar
Publisher : New Riders
ISBN 13 : 0321679466
Total Pages : 313 pages
Book Rating : 4.3/5 (216 download)

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Book Synopsis ActionScript for Multiplayer Games and Virtual Worlds by : Jobe Makar

Download or read book ActionScript for Multiplayer Games and Virtual Worlds written by Jobe Makar and published by New Riders. This book was released on 2009-09-22 with total page 313 pages. Available in PDF, EPUB and Kindle. Book excerpt: The demand for multiplayer games and virtual worlds has exploded over the last few years. Not only do companies want them for site stickiness through social networking, but developers have tremendous interest in exploring this niche area. While developing multiplayer content is challenging, it isn’t as difficult as you might think, and it is fun and highly rewarding! ActionScript for Multiplayer Games and Virtual Worlds explains fundamental multiplayer concepts from connecting to a server to real-time latency hiding techniques. In this book you’ll learn: How to connect users to achieve real-time interaction When to make decisions on the server versus the game client Time synchronization techniques How to use dead reckoning smoothing to hide network latency About tile-based games the isometric view Techniques for customizing and rendering avatars in a virtual world In addition, you’ll learn everything that goes into building: A real-time multiplayer tank battle game A real-time multilayer cooperative game A virtual world

An Introduction to Agile Data Engineering Using Data Vault 2. 0

Author : Kent Graziano
Publisher :
ISBN 13 : 9781796584936
Total Pages : 50 pages
Book Rating : 4.5/5 (849 download)

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Book Synopsis An Introduction to Agile Data Engineering Using Data Vault 2. 0 by : Kent Graziano

Download or read book An Introduction to Agile Data Engineering Using Data Vault 2. 0 written by Kent Graziano and published by . This book was released on 2015-11-22 with total page 50 pages. Available in PDF, EPUB and Kindle. Book excerpt: The world of data warehousing is changing. Big Data & Agile are hot topics. But companies still need to collect, report, and analyze their data. Usually this requires some form of data warehousing or business intelligence system. So how do we do that in the modern IT landscape in a way that allows us to be agile and either deal directly or indirectly with unstructured and semi structured data?The Data Vault System of Business Intelligence provides a method and approach to modeling your enterprise data warehouse (EDW) that is agile, flexible, and scalable. This book will give you a short introduction to Agile Data Engineering for Data Warehousing and Data Vault 2.0. I will explain why you should be trying to become Agile, some of the history and rationale for Data Vault 2.0, and then show you the basics for how to build a data warehouse model using the Data Vault 2.0 standards.In addition, I will cover some details about the Business Data Vault (what it is) and then how to build a virtual Information Mart off your Data Vault and Business Vault using the Data Vault 2.0 architecture.So if you want to start learning about Agile Data Engineering with Data Vault 2.0, this book is for you.

Seven Databases in Seven Weeks

Author : Luc Perkins
Publisher : Pragmatic Bookshelf
ISBN 13 : 1680505971
Total Pages : 448 pages
Book Rating : 4.6/5 (85 download)

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Book Synopsis Seven Databases in Seven Weeks by : Luc Perkins

Download or read book Seven Databases in Seven Weeks written by Luc Perkins and published by Pragmatic Bookshelf. This book was released on 2018-04-05 with total page 448 pages. Available in PDF, EPUB and Kindle. Book excerpt: Data is getting bigger and more complex by the day, and so are your choices in handling it. Explore some of the most cutting-edge databases available - from a traditional relational database to newer NoSQL approaches - and make informed decisions about challenging data storage problems. This is the only comprehensive guide to the world of NoSQL databases, with in-depth practical and conceptual introductions to seven different technologies: Redis, Neo4J, CouchDB, MongoDB, HBase, Postgres, and DynamoDB. This second edition includes a new chapter on DynamoDB and updated content for each chapter. While relational databases such as MySQL remain as relevant as ever, the alternative, NoSQL paradigm has opened up new horizons in performance and scalability and changed the way we approach data-centric problems. This book presents the essential concepts behind each database alongside hands-on examples that make each technology come alive. With each database, tackle a real-world problem that highlights the concepts and features that make it shine. Along the way, explore five database models - relational, key/value, columnar, document, and graph - from the perspective of challenges faced by real applications. Learn how MongoDB and CouchDB are strikingly different, make your applications faster with Redis and more connected with Neo4J, build a cluster of HBase servers using cloud services such as Amazon's Elastic MapReduce, and more. This new edition brings a brand new chapter on DynamoDB, updated code samples and exercises, and a more up-to-date account of each database's feature set. Whether you're a programmer building the next big thing, a data scientist seeking solutions to thorny problems, or a technology enthusiast venturing into new territory, you will find something to inspire you in this book. What You Need: You'll need a *nix shell (Mac OS or Linux preferred, Windows users will need Cygwin), Java 6 (or greater), and Ruby 1.8.7 (or greater). Each chapter will list the downloads required for that database.

Data Pipelines with Apache Airflow

Author : Bas P. Harenslak
Publisher : Simon and Schuster
ISBN 13 : 1617296902
Total Pages : 478 pages
Book Rating : 4.6/5 (172 download)

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Book Synopsis Data Pipelines with Apache Airflow by : Bas P. Harenslak

Download or read book Data Pipelines with Apache Airflow written by Bas P. Harenslak and published by Simon and Schuster. This book was released on 2021-04-27 with total page 478 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book teaches you how to build and maintain effective data pipelines. Youll explore the most common usage patterns, including aggregating multiple data sources, connecting to and from data lakes, and cloud deployment. --

Alive in Necropolis

Author : Doug Dorst
Publisher : Penguin
ISBN 13 : 1101014946
Total Pages : 448 pages
Book Rating : 4.1/5 (1 download)

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Book Synopsis Alive in Necropolis by : Doug Dorst

Download or read book Alive in Necropolis written by Doug Dorst and published by Penguin. This book was released on 2008-07-17 with total page 448 pages. Available in PDF, EPUB and Kindle. Book excerpt: A "dark and funny debut"(Seattle-Times) about a young police officer struggling to maintain a sense of reality in a town where the dead outnumber the living. Colma, California, the "cemetery city" serving San Francisco, is the resting place of the likes of Joe DiMaggio, Wyatt Earp, and William Randolph Hearst. It is also the home of Michael Mercer, a by-the-book rookie cop struggling to settle comfortably into adult life. Instead, he becomes obsessed with the mysterious fate of his predecessor, Sergeant Wes Featherstone, who spent his last years policing the dead as well as the living. As Mercer attempts to navigate the drama of his own daily life, his own grip on reality starts to slip-either that, or Colma's more famous residents are not resting in peace as they should be.

Agile Data Warehouse Design

Author : Lawrence Corr
Publisher : DecisionOne Consulting
ISBN 13 : 0956817203
Total Pages : 330 pages
Book Rating : 4.9/5 (568 download)

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Book Synopsis Agile Data Warehouse Design by : Lawrence Corr

Download or read book Agile Data Warehouse Design written by Lawrence Corr and published by DecisionOne Consulting. This book was released on 2011-11 with total page 330 pages. Available in PDF, EPUB and Kindle. Book excerpt: Agile Data Warehouse Design is a step-by-step guide for capturing data warehousing/business intelligence (DW/BI) requirements and turning them into high performance dimensional models in the most direct way: by modelstorming (data modeling + brainstorming) with BI stakeholders. This book describes BEAM✲, an agile approach to dimensional modeling, for improving communication between data warehouse designers, BI stakeholders and the whole DW/BI development team. BEAM✲ provides tools and techniques that will encourage DW/BI designers and developers to move away from their keyboards and entity relationship based tools and model interactively with their colleagues. The result is everyone thinks dimensionally from the outset! Developers understand how to efficiently implement dimensional modeling solutions. Business stakeholders feel ownership of the data warehouse they have created, and can already imagine how they will use it to answer their business questions. Within this book, you will learn: ✲ Agile dimensional modeling using Business Event Analysis & Modeling (BEAM✲) ✲ Modelstorming: data modeling that is quicker, more inclusive, more productive, and frankly more fun! ✲ Telling dimensional data stories using the 7Ws (who, what, when, where, how many, why and how) ✲ Modeling by example not abstraction; using data story themes, not crow's feet, to describe detail ✲ Storyboarding the data warehouse to discover conformed dimensions and plan iterative development ✲ Visual modeling: sketching timelines, charts and grids to model complex process measurement - simply ✲ Agile design documentation: enhancing star schemas with BEAM✲ dimensional shorthand notation ✲ Solving difficult DW/BI performance and usability problems with proven dimensional design patterns Lawrence Corr is a data warehouse designer and educator. As Principal of DecisionOne Consulting, he helps clients to review and simplify their data warehouse designs, and advises vendors on visual data modeling techniques. He regularly teaches agile dimensional modeling courses worldwide and has taught dimensional DW/BI skills to thousands of students. Jim Stagnitto is a data warehouse and master data management architect specializing in the healthcare, financial services, and information service industries. He is the founder of the data warehousing and data mining consulting firm Llumino.

Agile Analytics

Author : Ken Collier
Publisher : Addison-Wesley
ISBN 13 : 032150481X
Total Pages : 368 pages
Book Rating : 4.3/5 (215 download)

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Book Synopsis Agile Analytics by : Ken Collier

Download or read book Agile Analytics written by Ken Collier and published by Addison-Wesley. This book was released on 2012 with total page 368 pages. Available in PDF, EPUB and Kindle. Book excerpt: Using Agile methods, you can bring far greater innovation, value, and quality to any data warehousing (DW), business intelligence (BI), or analytics project. However, conventional Agile methods must be carefully adapted to address the unique characteristics of DW/BI projects. In Agile Analytics, Agile pioneer Ken Collier shows how to do just that. Collier introduces platform-agnostic Agile solutions for integrating infrastructures consisting of diverse operational, legacy, and specialty systems that mix commercial and custom code. Using working examples, he shows how to manage analytics development teams with widely diverse skill sets and how to support enormous and fast-growing data volumes. Collier's techniques offer optimal value whether your projects involve "back-end" data management, "front-end" business analysis, or both. Part I focuses on Agile project management techniques and delivery team coordination, introducing core practices that shape the way your Agile DW/BI project community can collaborate toward success Part II presents technical methods for enabling continuous delivery of business value at production-quality levels, including evolving superior designs; test-driven DW development; version control; and project automation Collier brings together proven solutions you can apply right now--whether you're an IT decision-maker, data warehouse professional, database administrator, business intelligence specialist, or database developer. With his help, you can mitigate project risk, improve business alignment, achieve better results--and have fun along the way.

Data Mesh

Author : Zhamak Dehghani
Publisher : "O'Reilly Media, Inc."
ISBN 13 : 1492092363
Total Pages : 387 pages
Book Rating : 4.4/5 (92 download)

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Book Synopsis Data Mesh by : Zhamak Dehghani

Download or read book Data Mesh written by Zhamak Dehghani and published by "O'Reilly Media, Inc.". This book was released on 2022-03-08 with total page 387 pages. Available in PDF, EPUB and Kindle. Book excerpt: Many enterprises are investing in a next-generation data lake, hoping to democratize data at scale to provide business insights and ultimately make automated intelligent decisions. In this practical book, author Zhamak Dehghani reveals that, despite the time, money, and effort poured into them, data warehouses and data lakes fail when applied at the scale and speed of today's organizations. A distributed data mesh is a better choice. Dehghani guides architects, technical leaders, and decision makers on their journey from monolithic big data architecture to a sociotechnical paradigm that draws from modern distributed architecture. A data mesh considers domains as a first-class concern, applies platform thinking to create self-serve data infrastructure, treats data as a product, and introduces a federated and computational model of data governance. This book shows you why and how. Examine the current data landscape from the perspective of business and organizational needs, environmental challenges, and existing architectures Analyze the landscape's underlying characteristics and failure modes Get a complete introduction to data mesh principles and its constituents Learn how to design a data mesh architecture Move beyond a monolithic data lake to a distributed data mesh.

The Elephant in the Fridge

Author : John Giles
Publisher :
ISBN 13 : 9781634624893
Total Pages : 302 pages
Book Rating : 4.6/5 (248 download)

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Book Synopsis The Elephant in the Fridge by : John Giles

Download or read book The Elephant in the Fridge written by John Giles and published by . This book was released on 2019-04-15 with total page 302 pages. Available in PDF, EPUB and Kindle. Book excerpt: You want the rigor of good data architecture at the speed of agile? Then this is the missing link - your step-by-step guide to Data Vault success. Success with a Data Vault starts with the business and ends with the business. Sure, there's some technical stuff in the middle, and it is absolutely essential - but it's not sufficient on its own. This book will help you shape the business perspective, and weave it into the more technical aspects of Data Vault modeling. You can read the foundational books and go on courses, but one massive risk still remains. Dan Linstedt, the founder of the Data Vault, very clearly directs those building a Data Vault to base its design on an "enterprise ontology". And Hans Hultgren similarly stresses the importance of the business concepts model. So it's important. We get that. But: What on earth is an enterprise ontology/business concept model, 'cause I won't know if I've got one if I don't know what I'm looking for? If I can't find one, how do I get my hands on such a thing? Even if I have one of these wonderful things, how do I apply it to get the sort of Data Vault that's recommended? It's actually not as hard as some would fear to answer all of these questions, and it's certainly worth the effort. This book just might save you a world of pain. It's a supplement to other material on Data Vault modeling, but it's the vital missing link to finding simplicity for Data Vault success.

Snowflake Cookbook

Author : Hamid Mahmood Qureshi
Publisher : Packt Publishing Ltd
ISBN 13 : 1800560184
Total Pages : 330 pages
Book Rating : 4.8/5 (5 download)

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Book Synopsis Snowflake Cookbook by : Hamid Mahmood Qureshi

Download or read book Snowflake Cookbook written by Hamid Mahmood Qureshi and published by Packt Publishing Ltd. This book was released on 2021-02-25 with total page 330 pages. Available in PDF, EPUB and Kindle. Book excerpt: Develop modern solutions with Snowflake's unique architecture and integration capabilities; process bulk and real-time data into a data lake; and leverage time travel, cloning, and data-sharing features to optimize data operations Key Features Build and scale modern data solutions using the all-in-one Snowflake platform Perform advanced cloud analytics for implementing big data and data science solutions Make quicker and better-informed business decisions by uncovering key insights from your data Book Description Snowflake is a unique cloud-based data warehousing platform built from scratch to perform data management on the cloud. This book introduces you to Snowflake's unique architecture, which places it at the forefront of cloud data warehouses. You'll explore the compute model available with Snowflake, and find out how Snowflake allows extensive scaling through the virtual warehouses. You will then learn how to configure a virtual warehouse for optimizing cost and performance. Moving on, you'll get to grips with the data ecosystem and discover how Snowflake integrates with other technologies for staging and loading data. As you progress through the chapters, you will leverage Snowflake's capabilities to process a series of SQL statements using tasks to build data pipelines and find out how you can create modern data solutions and pipelines designed to provide high performance and scalability. You will also get to grips with creating role hierarchies, adding custom roles, and setting default roles for users before covering advanced topics such as data sharing, cloning, and performance optimization. By the end of this Snowflake book, you will be well-versed in Snowflake's architecture for building modern analytical solutions and understand best practices for solving commonly faced problems using practical recipes. What you will learn Get to grips with data warehousing techniques aligned with Snowflake's cloud architecture Broaden your skills as a data warehouse designer to cover the Snowflake ecosystem Transfer skills from on-premise data warehousing to the Snowflake cloud analytics platform Optimize performance and costs associated with a Snowflake solution Stage data on object stores and load it into Snowflake Secure data and share it efficiently for access Manage transactions and extend Snowflake using stored procedures Extend cloud data applications using Spark Connector Who this book is for This book is for data warehouse developers, data analysts, database administrators, and anyone involved in designing, implementing, and optimizing a Snowflake data warehouse. Knowledge of data warehousing and database and cloud concepts will be useful. Basic familiarity with Snowflake is beneficial, but not necessary.

The Real Book of Real Estate

Author : Robert T. Kiyosaki
Publisher : ReadHowYouWant.com
ISBN 13 : 1458772500
Total Pages : 462 pages
Book Rating : 4.4/5 (587 download)

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Book Synopsis The Real Book of Real Estate by : Robert T. Kiyosaki

Download or read book The Real Book of Real Estate written by Robert T. Kiyosaki and published by ReadHowYouWant.com. This book was released on 2010-05 with total page 462 pages. Available in PDF, EPUB and Kindle. Book excerpt: From the #1 bestselling author of "Rich Dad, Poor Dad" comes the ultimate guide to real estate--the advice and techniques every investor needs to navigate through the ups, downs, and in-betweens of the market.

Out Of Control

Author : Kevin Kelly
Publisher : Basic Books
ISBN 13 : 078674703X
Total Pages : 528 pages
Book Rating : 4.7/5 (867 download)

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Book Synopsis Out Of Control by : Kevin Kelly

Download or read book Out Of Control written by Kevin Kelly and published by Basic Books. This book was released on 2009-04-30 with total page 528 pages. Available in PDF, EPUB and Kindle. Book excerpt: Out of Control chronicles the dawn of a new era in which the machines and systems that drive our economy are so complex and autonomous as to be indistinguishable from living things.

Modeling the Agile Data Warehouse with Data Vault

Author : Hans Hultgren
Publisher :
ISBN 13 : 9780615723082
Total Pages : 434 pages
Book Rating : 4.7/5 (23 download)

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Book Synopsis Modeling the Agile Data Warehouse with Data Vault by : Hans Hultgren

Download or read book Modeling the Agile Data Warehouse with Data Vault written by Hans Hultgren and published by . This book was released on 2012-11-16 with total page 434 pages. Available in PDF, EPUB and Kindle. Book excerpt: Data Modeling for Agile Data Warehouse using Data Vault Modeling Approach. Includes Enterprise Data Warehouse Architecture. This is a complete guide to the data vault data modeling approach. The book also includes business and program considerations for the agile data warehousing and business intelligence program. There are over 200 diagrams and figures concerning modeling, core business concepts, architecture, business alignment, semantics, and modeling comparisons with 3NF and Dimensional modeling.

Tear Down This Myth

Author : Will Bunch
Publisher : Simon and Schuster
ISBN 13 : 1416597638
Total Pages : 304 pages
Book Rating : 4.4/5 (165 download)

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Book Synopsis Tear Down This Myth by : Will Bunch

Download or read book Tear Down This Myth written by Will Bunch and published by Simon and Schuster. This book was released on 2010-02-02 with total page 304 pages. Available in PDF, EPUB and Kindle. Book excerpt: Challenges popular conceptions about the 40th president's administration and legacy, arguing that subsequent presidents and conservative policymakers have exploited the country's misunderstandings of Reagan's achievements to promote risky agendas. Reprint.

Disrupted

Author : Dan Lyons
Publisher : Hachette Books
ISBN 13 : 031630607X
Total Pages : 272 pages
Book Rating : 4.3/5 (163 download)

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Book Synopsis Disrupted by : Dan Lyons

Download or read book Disrupted written by Dan Lyons and published by Hachette Books. This book was released on 2016-04-05 with total page 272 pages. Available in PDF, EPUB and Kindle. Book excerpt: An instant New York Times bestseller, Dan Lyons' "hysterical" (Recode) memoir, hailed by the Los Angeles Times as "the best book about Silicon Valley," takes readers inside the maddening world of fad-chasing venture capitalists, sales bros, social climbers, and sociopaths at today's tech startups. For twenty-five years Dan Lyons was a magazine writer at the top of his profession--until one Friday morning when he received a phone call: Poof. His job no longer existed. "I think they just want to hire younger people," his boss at Newsweek told him. Fifty years old and with a wife and two young kids, Dan was, in a word, screwed. Then an idea hit. Dan had long reported on Silicon Valley and the tech explosion. Why not join it? HubSpot, a Boston start-up, was flush with $100 million in venture capital. They offered Dan a pile of stock options for the vague role of "marketing fellow." What could go wrong? HubSpotters were true believers: They were making the world a better place ... by selling email spam. The office vibe was frat house meets cult compound: The party began at four thirty on Friday and lasted well into the night; "shower pods" became hook-up dens; a push-up club met at noon in the lobby, while nearby, in the "content factory," Nerf gun fights raged. Groups went on "walking meetings," and Dan's absentee boss sent cryptic emails about employees who had "graduated" (read: been fired). In the middle of all this was Dan, exactly twice the age of the average HubSpot employee, and literally old enough to be the father of most of his co-workers, sitting at his desk on his bouncy-ball "chair."