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Overview

Explore the changes brought to technology and business by big data, data science, and pervasive computing with this complete video compilation of workshops and sessions from Strata Conference New York and Hadoop World 2012. With well over 100 hours of content, this video package includes the latest information on the skills, tools, and technologies you need to make data work—and build a data-driven business.

Subscriber Reviews

Average Rating: 3.3076923076923075 out of 5 rating Based on 13 Ratings

"Advisor" - by SU on 25-DEC-2012
Reviewer Rating: 1 star rating2 star rating3 star rating4 star rating5 star rating
The topic is interesting and popular; however, the video recording focuses on the speakers rather than the whiteboard. Then  it becomes diffult to follow what they are typing and what they are doing.
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"Awesome" - by drelu on 16-DEC-2012
Reviewer Rating: 1 star rating2 star rating3 star rating4 star rating5 star rating
Awesome
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"part 2 is very disappointing " - by Tony F on 11-DEC-2012
Reviewer Rating: 1 star rating2 star rating3 star rating4 star rating5 star rating
quickly descends into Q&A session - It could have been so much better
Report as Inappropriate

Table of Contents

Chapter/Selection

Time

Thinking Big Together: Driving the Future of Data Science - Annika Jimenez and Anthony Goldbloom

Preview

00:09:34

The End of the Data Warehouse - Ben Werther

Preview

00:05:18

Beyond Batch - Doug Cutting

Preview

00:10:33

Finance vs. Machine Learning - Cathy O'Neil

Preview

00:33:33

From Traditional Database to Big Data Platform - Irfan Khan

Preview

00:06:15

Moneyball for New York City - Michael Flowers

Preview

00:09:34

The Democratization of Big Data: Bringing Hadoop to the Masses - James Markarian

Preview

00:06:00

Hadoop: Thinking Big - John Schroeder

Preview

00:11:13

Big Answers - Mike Olson

Preview

00:13:15

The Composite Database - Rich Hickey

Preview

00:07:53

The Human Face of Big Data - Rick Smolan

Preview

00:11:52

Are We Really Winning the Information Revolution? - Samantha Ravich

Preview

00:14:38

Big Data Direct The Era of Self-driven Big Data Exploration - Sharmila Shahani-Mulligan

Preview

00:13:41

Bringing the 'So What' to Big Data - Tim Estes

Preview

00:15:52

Communicating Data Clearly - Part 1 - Naomi Robbins

Preview

00:49:56

Communicating Data Clearly - Part 2 - Naomi Robbins

Preview

00:37:54

Communicating Data Clearly - Part 3 - Naomi Robbins

Preview

00:48:50

Communicating Data Clearly - Part 4 - Naomi Robbins

Preview

00:40:35

A Hands-on Introduction to Cross-disciplinary Analytics With Python - Part 1 - Roy Hyunjin Han

Preview

00:34:58

A Hands-on Introduction to Cross-disciplinary Analytics With Python - Part 2 - Roy Hyunjin Han

Preview

00:48:24

A Hands-on Introduction to Cross-disciplinary Analytics With Python - Part 3 - Roy Hyunjin Han

Preview

00:45:57

A Hands-on Introduction to Cross-disciplinary Analytics With Python - Part 4 - Roy Hyunjin Han

Preview

00:36:22

An Introduction to Hadoop - Part 1 - Mark Fei

Preview

00:46:55

An Introduction to Hadoop - Part 2 - Mark Fei

Preview

00:40:37

An Introduction to Hadoop - Part 3 - Mark Fei

Preview

00:38:28

An Introduction to Hadoop - Part 4 - Mark Fei

Preview

00:50:41

Testing Hadoop Applications - Part 1 - Tom Wheeler

Preview

00:37:01

Testing Hadoop Applications - Part 2 - Tom Wheeler

Preview

00:53:31

Testing Hadoop Applications - Part 3 - Tom Wheeler

Preview

00:47:21

Testing Hadoop Applications - Part 4 - Tom Wheeler

Preview

00:42:52

Using HBase - Part 1 - Amandeep Khurana and Matteo Bertozzi

Preview

01:00:24

Using HBase - Part 2 - Amandeep Khurana and Matteo Bertozzi

Preview

00:58:35

Eating at the Trough of Disillusionment - Alistair Croll

Preview

00:14:46

What Do We Need to Teach Our Organizations About Big Data? - Robert

Preview

00:24:22

Analytics for the Real World - Marshall Sponder

Preview

00:21:25

Case Study: Big Data, Small(er) Company - Camille Fournier

Preview

00:14:34

Every Visualization You've Seen is Worthless - Noah Iliinsky

Preview

00:15:33

What Can Enterprises Learn from Startups? - Bjrn Herrmann

Preview

00:15:44

Case Study: Changing the Culture of the Music Industry - David Boyle

Preview

00:14:54

Case Study: Augmenting Humans to Make Better Policy Decisions - Sean Gourley

Preview

00:15:39

Case Study: What's a Customer Worth? - Roberto Medri

Preview

00:16:04

The Disappearing Interface: Case Studies in Augmented Humanity - JD Vogt

Preview

00:15:40

Stuck in the Eighties: Why Marketers Still Don't Get Big Data - Tom Phillips

Preview

00:15:47

Case Study: Data-Driven Door-to-Door Sales - Dirk Van den Poel and Dauwe Vercamer

Preview

00:17:37

What Business People Need to Know About Data Governance - Micheline Casey

Preview

00:15:01

How Much Privacy Can We Really Expect? - Mary Ludloff and Terence Craig

Preview

00:17:09

Given Enough Monkeys - Some Thoughts on Randomness - Jesse Anderson

Preview

00:14:13

Mainstream Big Data Through Storytelling - Kristian Hammond

Preview

00:12:59

Linking Census and Enterprise Data Sets - Deborah Cooper

Preview

00:13:19

Dealing with Dirty Data - Finding the Right Tool for the Job - Part 1 - Susan E. McGregor, Alice Brennan, and Michael Sullivan

Preview

00:46:09

Dealing with Dirty Data - Finding the Right Tool for the Job - Part 2 - Susan E. McGregor, Alice Brennan, and Michael Sullivan

Preview

00:44:27

Dealing with Dirty Data - Finding the Right Tool for the Job - Part 3 - Susan E. McGregor, Alice Brennan, and Michael Sullivan

Preview

01:03:16

Building a Large-scale Data Collection System Using Flume NG - Part 1 - Hari Shreedharan, Will McQueen, Arvind Prabhakar, Prasad

Preview

01:00:38

Building a Large-scale Data Collection System Using Flume NG - Part 2 - Hari Shreedharan, Will McQueen, Arvind Prabhakar, Prasad

Preview

01:07:03

Building a Large-scale Data Collection System Using Flume NG - Part 3 - Hari Shreedharan, Will McQueen, Arvind Prabhakar, Prasad

Play Video

00:45:06

A Most Excellent Big Data Strategy - Bill Schmarzo

Preview

00:20:28

Big Data Is Not Yet Another IT Project - Krish Krishnan

Preview

00:42:36

Moving to Big Data: Strategies and Tactics for Setting Your Organization up for Success - Sheridan Hitchens

Preview

00:44:27

Data Wrangling: Making People Productive with Data - Joe Hellerstein

Preview

00:43:09

How To Plan a Successful Big Data Pilot - Michael Gold and Ryan McClarren

Preview

00:48:28

Hadoop's Role in a Big Data Architecture - Jim Walker

Preview

00:47:32

Not Just Hadoop: NoSQL in the Enterprise - Steve Francia

Preview

00:45:09

Designing Data Visualizations Workshop - Part 1 - Noah Iliinsky

Preview

00:33:39

Designing Data Visualizations Workshop - Part 2 - Noah Iliinsky

Preview

00:33:24

Designing Data Visualizations Workshop - Part 3 - Noah Iliinsky

Preview

00:38:24

Designing Data Visualizations Workshop - Part 4 - Noah Iliinsky

Preview

00:29:42

Search and Real-time Analytics on Big Data - Part 1 - Sewook Wee, Ryan Tabora, and Jason Rutherglen

Preview

00:42:48

Search and Real-time Analytics on Big Data - Part 2 - Sewook Wee, Ryan Tabora, and Jason Rutherglen

Preview

00:44:24

Search and Real-time Analytics on Big Data - Part 3 - Sewook Wee, Ryan Tabora, and Jason Rutherglen

Preview

00:35:07

Search and Real-time Analytics on Big Data - Part 4 - Sewook Wee, Ryan Tabora, and Jason Rutherglen

Preview

00:30:39

Hadoop Data Warehousing with Hive - Part 1 - Dean Wampler

Preview

00:45:58

Hadoop Data Warehousing with Hive - Part 2 - Dean Wampler

Preview

00:41:43

Hadoop Data Warehousing with Hive - Part 3 - Dean Wampler

Preview

00:38:50

Hadoop Data Warehousing with Hive - Part 4 - Dean Wampler

Preview

00:40:36

Best Practices for Building and Deploying Predictive Models over Big Data - Part 1 - Robert Grossman and Collin Bennett

Preview

00:54:03

Best Practices for Building and Deploying Predictive Models over Big Data - Part 2 - Robert Grossman and Collin Bennett

Preview

00:31:19

Best Practices for Building and Deploying Predictive Models over Big Data - Part 3 - Robert Grossman and Collin Bennett

Preview

00:35:57

Best Practices for Building and Deploying Predictive Models over Big Data - Part 4 - Robert Grossman and Collin Bennett

Preview

00:47:05

'Data Exponential' - K-12 Learning Analytics for Personalized Learning at Scale: Opportunities and Challenges - Roy Pea, Stephen

Preview

00:46:36

Analyzing Millions of GitHub Commits: What Makes Developers Happy, Angry, and Everything in Between? - Ilya Grigorik and Brian D

Preview

00:46:21

Best Practices for Publishing Data - Hjalmar Gislason

Preview

00:36:36

Best Practices for Reproducible Research: A Case Study in Quantitative Finance - Chang She

Preview

00:38:01

Beyond Hadoop: Fast Ad-Hoc Queries on Big Data - Mike Driscoll and Eric Tschetter

Preview

00:36:26

Beyond Targeted Ads: Big Data for a Better World - Robert Kirkpatrick

Preview

00:35:56

Big Data Analytics Platform at Nokia Selecting the Right Tool for the Right Workload - Yekesa Kosuru and Jim Tommaney

Preview

00:42:10

Big Data for the Masses: How We Opened Up the Doors to Google's Dremel - Michael Manoochehri and Jim Caputo

Preview

00:38:40

Big Data is a Hotbed of Thoughtcrime. So What? - Jim Adler

Preview

00:37:18

Big Data: Turning the Information Overload into an Information Advantage - Chris Selland and Jerome Levadoux

Preview

00:36:23

Big Data Wonderland: Two Views on the Big Data Revolution - Mark Madsen and Marc Demarest

Preview

00:54:54

BizData Monetization: Turn Your Data into Dollars - Thomas Strachan

Preview

00:19:03

Breeding Data Scientists - Amy O'Connor and Danielle Dean

Preview

00:45:14

Building Rich, High Performance Tools for Practical Data Analysis - Wes McKinney

Preview

00:40:57

Building the Next Platform for Analytic Apps in the Cloud - George Mathew

Preview

00:39:04

Commercial Graph: A Map of Financial Relationships - Michael Radwin

Preview

00:38:56

Creative Thinking and Data Science - Michael Stringer

Preview

00:08:26

Continuous Experimentation with Continuous Deployment - Steve Mardenfeld

Preview

00:43:28

Data Analysis for Explorers - Jesper Andersen

Preview

00:38:52

Data Science on Hadoop: How Cloudera Impala Unlocks New Productivity and Insights - Justin Erickson and Marcel Kornacker

Preview

00:32:21

Data Science with Hadoop at Opower - Erik Shilts

Preview

00:42:11

Data Visualization: Statistical Graphics or Data Art? - Nigel Holmes, Jon Peltier, and Naomi Robbins

Preview

00:45:12

Deconstructing the Database - Rich Hickey

Preview

00:43:43

Demonstrating The Future of Data Science - Mike Maxey

Preview

00:26:38

Deploy a Highly Available, Elastic, Multi-tenant Hadoop Cluster in 10 Minutes - Richard McDougall

Preview

00:48:57

Designing Hadoop for the Enterprise Data Center - Jacob Rapp and Eric Sammer

Preview

00:39:17

Designing for Data-driven Organizations - Bitsy Bentley

Preview

00:24:22

Drive Smarter Decisions with Microsoft Big Data - Shawn Bice

Preview

00:43:18

Explore/Exploit: Driving Business Value with Big Data - Raymie Stata

Preview

00:46:34

GraphBuilder Scalable Graph Construction using Hadoop - Nilesh Jain

Preview

00:37:02

HDFS - What is New and Future - Sanjay Radia and Todd Lipcon

Preview

00:47:06

Hadoop as a Complementary Data Platform at PayPal - Moises Nascimento and Nagaraju Chayapathi

Preview

00:44:28

Hadoop Analytics Without a Ph.D - Richard Daley

Preview

00:24:56

Helping the World's Farmers Adapt to Climate Change - Siraj Khaliq

Preview

00:47:22

hGraph: An Open System for Visualizing Personal Health Metrics - Juhan Sonin

Preview

00:32:42

High Availability for the HDFS NameNode: Phase 2 - Aaron Myers and Todd Lipcon

Preview

00:40:46

How Draw Something Absorbed 50 Million New Users, in 50 Days, With Zero App Downtime - Frank Weigel

Preview

00:39:06

How to See Data - Kim Rees

Preview

00:46:02

How a Traditional Media Company Embraced Big Data - Oscar Padilla, Franklin Rios, and Vineet Tyagi

Preview

00:46:17

Is Your Cluster a Leaning Tower of Pisa? - Michael Segel

Preview

00:43:35

Knitting Boar - Josh Patterson and Michael Katzenellenbogen

Preview

00:42:01

Large Scale ETL with Hadoop - Eric Sammer

Preview

00:40:21

Letting More Developers Dance with Elephants: What We Learned - Matt Winkler

Preview

00:46:01

MapReduce Design Patterns - Donald Miner

Preview

00:38:08

Maximizing ROI by Sharing your Hadoop Big Data Center - Rohit Valia

Preview

00:35:42

Making Major League Data Work: Carving Up Big Data into Useful Applications for Specific Audiences - Richard Brath and Noah Schw

Preview

00:41:20

Making Pig Fly: Optimizing Data Processing on Hadoop - Thejas Madhavan Nair and Jianyong Dai

Preview

00:44:10

Moneyballing Criminal Justice: Using Data to Reduce Crime - Anne Milgram

Preview

00:47:25

Monitoring Cloud Data - Gary Dusbabek

Preview

00:29:40

Netflix's Evolving Data Science Architecture - Kurt Brown

Preview

00:39:36

Of Rocket Ships and Washing Machines: Data Technology for People - Joe Hellerstein

Preview

00:10:45

Performing Data Science with HBase - Aaron Kimball and Kiyan Ahmadizadeh

Preview

00:36:57

Predictive Modeling and Operational Analytics over Streaming Data - Roger Barga

Preview

00:36:34

Real-time Big Data Without Streaming - Ron Bodkin

Preview

00:39:45

Real-time Learning with Bayesian Bandits - Ted Dunning

Preview

00:41:24

Realtime Processing with Storm - Gabriel Eisbruch, Luis Daro Simonassi, and Jonathan Leibiusky

Preview

00:42:45

Scala + Cascading = Scalding - Avi Bryant

Preview

00:42:47

Scalable, Accessible, Predictive Analytics on Hadoop - Steven Hillion

Preview

00:42:47

Searching for the Genetic Causes of Disease with Hadoop - Charles Schmitt

Preview

00:40:53

Simple, Flexible Distributed Computing in Julia - Stefan Karpinski and Jeff Bezanson

Preview

00:46:08

Start Small Before Going Big - Steve Yun and Joseph Rickert

Preview

00:38:06

Storytelling with Data - Romy Misra

Preview

00:23:26

Taming the Object Graph - Justin Moore

Preview

00:33:58

The Art of Analytical Decomposition - Claudia Perlich

Preview

00:34:21

The Death of the Enterprise Data Warehouse - Paul Groom

Preview

00:42:09

The Language of Discovery: A Toolkit for Designing Big Data Interfaces and Interactions - Joe Lamantia

Preview

00:48:07

They Don't Teach You That In School - Cathy O'Neil and Julie Steele

Preview

00:09:30

This Message Will Self Destruct: The Implications of Self-Destructing Digital Data - Susan E. McGregor and Kathleen Duff

Preview

00:40:55

Top 10 Things We Learned About Hadoop (since we started focusing on it) - Val Bercovici

Preview

00:37:02

Trecul : Data Flow Processing Using LLVM-based JIT Compilation on Top of Hadoop - David Blair

Preview

00:43:27

Turning Raw Data in Hadoop into Interactive BI (Capital One Labs Case Study) - Peter Schlampp

Preview

00:43:45

Tying the Knot Between Hadoop and EDW - David Jonker

Preview

00:43:24

Ubiquity, Interfaces, and Data: A Look Ahead to the Internet of Things - Rob Coneybeer

Preview

00:19:35

UGD (User Generated Data), Product Development, and Privacy - Adrian Woodhead

Preview

00:47:19

Using Data to Tune A Software Team - Jonathan Alexander

Preview

00:53:53

Using Hadoop to do Agile Iterative ETL - Ben Werther and Kevin Beyer

Preview

00:43:07

Visualizing Networks - Lynn Cherny

Preview

00:46:19

Visualization An Emerging Collaboration Opportunity - Lee Feinberg

Preview

00:27:17

Web Data Visualization: What's Becoming Easy, What's Becoming Possible - Kevin Lynagh, Kim Rees, Hadley Wickham, and David Nolen

Preview

00:32:55

What Can We Learn from Billions of Foursquare Check-ins? - Blake Shaw

Preview

00:36:37

Zillow: Disrupting the Real Estate Marketplace with Data - Stan Humphries

Preview

00:50:23

Extras

The publisher has provided additional content related to this title.


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Content

Visit the errata page for Strata Conference New York + Hadoop World 2012: Complete Video Compilation

  • Errata

Visit the catalog page for Strata Conference New York + Hadoop World 2012: Complete Video Compilation

  • Catalog Page