Data Lake Architecture
Designing the Data Lake and Avoiding the Garbage Dump
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Narrated by:
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Mark Shumka
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By:
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Bill Inmon
About this listen
Organizations invest incredible amounts of time and money in obtaining and then storing big data in stores called data lakes. But how many of these organizations can actually get the data back out in a useable form? Very few can turn a data lake into an information gold mine. Most wind up with garbage dumps.
Data Lake Architecture will explain how to build a useful data lake where data scientists and data analysts can solve business challenges and identify new business opportunities. Learn how to structure data lakes as well as analog, application, and text-based data ponds to provide maximum business value. Understand the role of the raw data pond and when to use an archival data pond. Leverage the four key ingredients for data lake success: metadata, integration mapping, context, and metaprocess.
Bill Inmon opened our eyes to the architecture and benefits of a data warehouse, and now he takes us to the next level of data lake architecture.
©2016 Bill Inmon (P)2016 Technics Publications, LLCListeners also enjoyed...
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Excellent narration
- By Pink Amy on 08-21-22
By: Kathleen Hale
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The Complete Software Developer's Career Guide
- How to Learn Programming Languages Quickly, Ace Your Programming Interview, and Land Your Software Developer Dream Job
- By: John Sonmez
- Narrated by: John Sonmez
- Length: 20 hrs and 4 mins
- Unabridged
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Technical knowledge alone isn't enough - increase your software development income by leveling up your soft skills Early in his software developer career, John Sonmez discovered that technical knowledge alone isn't enough to break through to the next income level - developers need "soft skills" like the ability to learn new technologies just in time, communicate clearly with management and consulting clients, negotiate a fair hourly rate, and unite teammates and coworkers in working toward a common goal.
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The Complete Bro-grammer's Career Guide
- By Leels on 09-18-19
By: John Sonmez
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Millennium
- From Religion to Revolution: How Civilization Has Changed over a Thousand Years
- By: Ian Mortimer
- Narrated by: John Lee
- Length: 15 hrs and 14 mins
- Unabridged
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In Millennium, best-selling historian Ian Mortimer takes the listener on a whirlwind tour of the last 10 centuries of Western history. It is a journey into a past vividly brought to life and bursting with ideas, that pits one century against another in his quest to measure which century saw the greatest change. We journey from a time when there was a fair chance of your village being burned to the ground by invaders - and dried human dung was a recommended cure for cancer - to a world in which explorers sailed into the unknown and civilizations came into conflict.
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Bad ending - literally
- By John Gordon on 12-14-16
By: Ian Mortimer
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No Place to Hide
- Edward Snowden, the NSA, and the U.S. Surveillance State
- By: Glenn Greenwald
- Narrated by: L. J. Ganser
- Length: 9 hrs and 49 mins
- Unabridged
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In May 2013, Glenn Greenwald set out for Hong Kong to meet an anonymous source who claimed to have astonishing evidence of pervasive government spying and insisted on communicating only through heavily encrypted channels. That source turned out to be the 29-year-old NSA contractor Edward Snowden, and his revelations about the agency’s widespread, systemic overreach proved to be some of the most explosive and consequential news in recent history, triggering a fierce debate over national security....
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Best Read in Print Format
- By Alfredo Ramirez on 11-22-14
By: Glenn Greenwald
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Tesla
- Inventor of the Electrical Age
- By: W. Bernard Carlson
- Narrated by: Allan Robertson
- Length: 16 hrs and 11 mins
- Unabridged
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Nikola Tesla was a major contributor to the electrical revolution that transformed daily life at the turn of the 20th century. His inventions, patents, and theoretical work formed the basis of modern AC electricity, and contributed to the development of radio and television. Like his competitor Thomas Edison, Tesla was one of America's first celebrity scientists, enjoying the company of New York high society and dazzling the likes of Mark Twain with his electrical demonstrations. An astute self-promoter and gifted showman, he cultivated a public image of the eccentric genius.
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A detailed examination of Tesla's work
- By Jean on 02-01-14
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The Book of Satoshi
- The Collected Writings of Bitcoin Creator Satoshi Nakamoto, 1st Edition
- By: Phil Champagne
- Narrated by: Stephanie Murphy
- Length: 7 hrs and 27 mins
- Unabridged
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The Book of Satoshi, the collected writings of Satoshi Nakamoto, creator of the bitcoin. The foreword was written by Jeff Berwick.
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Great historic read that'll teach the blockchain
- By Peter Hanson on 05-19-16
By: Phil Champagne
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Surveillance Valley
- The Secret Military History of the Internet
- By: Yasha Levine
- Narrated by: LJ Ganser
- Length: 10 hrs and 42 mins
- Unabridged
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In this fascinating book, investigative reporter Yasha Levine uncovers the secret origins of the Internet, tracing it back to a Pentagon counterinsurgency surveillance project. With deep research, skilled storytelling, and provocative arguments, Surveillance Valley will change the way you think about the news - and the device on which you read it.
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Profound look at the internet and surveillance
- By stuartjash on 04-06-18
By: Yasha Levine
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Prediction Machines
- The Simple Economics of Artificial Intelligence
- By: Ajay Agrawal, Joshua Gans, Avi Goldfarb
- Narrated by: LJ Ganser
- Length: 7 hrs and 50 mins
- Unabridged
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Artificial intelligence does the seemingly impossible - driving cars, trading stocks, and teaching children. But facing the sea change that AI will bring can be paralyzing. How should companies set strategies, governments design policies, and people plan their lives for a world so different from what we know? In Prediction Machines, three eminent economists recast the rise of AI as a drop in the cost of prediction. With this single, masterful stroke, they lift the curtain on the AI-is-magic hype and show how basic tools from economics provide clarity about the AI revolution and a basis for action by CEOs, managers, policy makers, investors, and entrepreneurs.
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Not sure what I was expecting, but underwhelmed
- By William J Brown on 09-27-18
By: Ajay Agrawal, and others
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Glow Kids
- How Screen Addiction Is Hijacking Our Kids - and How to Break the Trance
- By: Nicholas Kardaras PhD
- Narrated by: Jonathan Davis
- Length: 11 hrs and 5 mins
- Unabridged
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In Glow Kids, Dr. Nicholas Kardaras will examine how technology - more specifically, age-inappropriate screen tech, with all of its glowing ubiquity - has profoundly affected the brains of an entire generation. Brain imaging research is showing that stimulating glowing screens are as dopaminergic (dopamine activating) to the brain’s pleasure center as sex. And a growing mountain of clinical research correlates screen tech with disorders like ADHD, addiction, anxiety, depression, increased aggression, and even psychosis.
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Fear Mongering - a modern day Mazes and Monsters
- By Veronica on 11-03-20
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The Master Switch
- The Rise and Fall of Information Empires
- By: Tim Wu
- Narrated by: Marc Vietor
- Length: 14 hrs and 11 mins
- Unabridged
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Could history repeat itself, with one giant entity taking control of American information? Most consider the Internet Age to be a moment of unprecedented freedom in communications and culture. But as Tim Wu shows, each major new medium, from telephone to cable, arrived on a similar wave of idealistic optimism only to become, eventually, the object of industrial consolidation profoundly affecting how Americans communicate.
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Great Read
- By Roy on 11-12-10
By: Tim Wu
What listeners say about Data Lake Architecture
Average customer ratingsReviews - Please select the tabs below to change the source of reviews.
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- Tony
- 02-26-18
Good Fundamentals
Value in strategy of data lake setups and thought provoking on integrations of data ponds
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- Erick
- 03-23-18
Great Book
A great inspiration and insights to data lake design. a must read for everyone building a data lake
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1 person found this helpful
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- Gregology
- 10-17-16
Not useful in audio format
Decent content but some chapters were mainly reading out tables verbatim, it was not useful
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2 people found this helpful