kiyoto/strata_hadoop_2015.csv

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strata_hadoop_2015.csv

		avg_points	num_reviews	time	date	title	location	category
	1	4	1	10:40a	02/20/2015	The IoT P2P Backbone	LL21 E/F	Machine Data / IoT
	2	4.4	10	11:30a	02/19/2015	Unboxing Data Startups	LL20 BC	Business & Industry
	3	3.57	7	11:30a	02/20/2015	The Sushi Principle: Raw Data Is Better	LL21 E/F	Machine Data / IoT
	4	4	1	2:20p	02/20/2015	Streaming Analytics: It's Not The Same Game	LL21 E/F	Machine Data / IoT
	5	3.25	16	1:30p	02/18/2015	Building A Data Platform	210 C/G	Hadoop Platform
	6	NA	0	11:30a	02/20/2015	Silicon Valley Data Science: Ask Us Anything	211 B	Ask Us Anything
	7	4	1	10:40a	02/20/2015	Credit Suisse Puts Vendors in the Hot Seat on Data Quality and Governance	230 B	Sponsored
	8	4.86	7	9:00a	02/18/2015	Hardcore Data Science	LL20 BC	Hardcore Data Science
	9	4	6	1:30p	02/18/2015	Tensor Methods for Large-scale Unsupervised Learning: Applications to Topic and Community Modeling	LL20 BC.	Hardcore Data Science
	10	2	2	4:00p	02/20/2015	The Physics of Apache Hadoop: Choosing the Right Hardware and OS Configuration Mix for Your Workloads	230 A	Security
	11	NA	0	9:00a	02/17/2015	Apache Spark Advanced Training (Day 1)	211 C	Training
	12	NA	0	9:00a	02/18/2015	Apache Spark Advanced Training (Day 2)	211 C	Training
	13	NA	0	9:00a	02/19/2015	Apache Spark Advanced Training (Day 3)	211 C	Training
	14	4.17	6	2:40p	02/20/2015	Economic Insights from LinkedIn's Professional Network	LL21 C/D	Connected World
	15	NA	0	10:40a	02/20/2015	Office Hour with June Andrews and David Freeman (LinkedIn)	Table A	Office Hour
	16	3.6	5	3:30p	02/18/2015	Graph mining for log data	LL20 BC.	Hardcore Data Science
	17	NA	0	2:20p	02/20/2015	Spark Camp: Ask Us Anything	211 B	Ask Us Anything
	18	4.33	3	1:30p	02/20/2015	Forget the Valley: Middle America Is Where Data Is Having Its Biggest Impact	LL21 C/D	Connected World
	19	4.73	11	2:40p	02/18/2015	All You Need is Love. And Money. And Skill. And Location. And More Money. And Luck. And Data(?)	LL20 A.	Data-Driven Business Day
	20	3.5	18	9:00a	02/18/2015	Data-Driven Business Day	LL21 C/D	Data-Driven Business Day
	21	2.77	26	8:55a	02/19/2015	Hadoop's Impact on the Future of Data Management	Grand Ballroom 220	Keynotes
	22	4.25	4	10:40a	02/19/2015	The Evolution of Hadoop at Spotify- Through Failures and Pain	210 A/E	Hadoop in Action
	23	3	4	4:05p	02/18/2015	Digital Business Era: Stretch Your Boundaries	LL20 A.	Sponsored
	24	NA	0	1:30p	02/19/2015	Blueprinted for success: Bring your Big Data to the Cloud	230 B	Sponsored
	25	3.33	3	2:20p	02/19/2015	How an organisation like the belgian Ministry of Defence is becoming data-driven	LL21 C/D	Enterprise Adoption
	26	2	4	4:00p	02/19/2015	Data Applications: Speed vs Accuracy	LL20 A	Data Science
	27	NA	0	3:10p	02/19/2015	Office Hour with Danielle Ben-Gera (Quid)	Table C	Office Hour
	28	4.5	2	1:30p	02/19/2015	Making HBase Accessible to Scientists	210 B/F	Hadoop Platform
	29	3.67	3	1:30p	02/18/2015	Building an Apache Hadoop Data Application	210 D/H	Hadoop Platform
	30	NA	0	1:30p	02/19/2015	Office Hour with Tom White, Ryan Blue (Cloudera), and Joey Echeverria (Scaling Data)	Table D	Office Hour
	31	4.67	9	2:10p	02/18/2015	Smartphone Data: Tell the Story of People's Lives	LL20 A.	Data-Driven Business Day
	32	NA	0	11:30a	02/20/2015	Case Study: Data Warehousing in the Cloud with Snowflake at Kixeye	210 D/H	Sponsored
	33	NA	0	1:30p	02/20/2015	Office Hour with Ron Bodkin (Think Big Analytics)	Table A	Office Hour
	34	4.5	2	11:30a	02/20/2015	Whither YARN?	210 C/G	Hadoop Platform
	35	4.5	6	10:40a	02/20/2015	Behavior-driven Machine Translation	LL20 A	Data Science
	36	4.33	3	11:30a	02/19/2015	Ideal Platform for Managing Log Data: Search or SQL?	LL21 C/D	Enterprise Adoption
	37	3.67	3	4:00p	02/19/2015	Dynamic Events in Massive Data Streams, from Astrophysics to Marketing Automation	230 A	Machine Data / IoT
	38	NA	0	10:40a	02/19/2015	Office Hour with Kirk Borne (George Mason University)	Table C	Office Hour
	39	2	2	2:20p	02/20/2015	Bots Don't Drink Soda: Using Big Data to Find Real People	LL20 A	Data Science
	40	NA	0	3:10p	02/20/2015	Office Hour with Michael Brown (comScore, Inc.)	Table C	Office Hour
	41	4.83	18	10:40a	02/20/2015	Big Data at Netflix: Faster and Easier	210 A/E	Hadoop & Beyond
	42	NA	0	11:30a	02/20/2015	Office Hour with Kurt Brown (Netflix)	Table A	Office Hour
	43	4.75	8	4:50p	02/19/2015	Extreme Sports and Beyond: Exploring a New Frontier in Data	230 B	Sponsored
	44	3.89	9	1:30p	02/19/2015	Designing Delightful Data Products	LL21 E/F	Design & Interfaces
	45	3.86	7	2:00p	02/18/2015	High Performance Machine Learning through Codesign and Rooflining	LL20 BC.	Hardcore Data Science
	46	4.57	7	4:00p	02/19/2015	Ticketmaster: Marketing and Selling the World's Tickets	210 A/E	Hadoop in Action
	47	NA	0	11:30a	02/20/2015	Tackling the World's Biggest Data: Human Data	LL20 D	Sponsored
	48	4.4	5	4:00p	02/20/2015	Inside Pandora: Practical Application of Big Data in Music	210 A/E	Data Science
	49	2.33	6	11:20a	02/18/2015	Find the Business in Your Data	LL20 A.	Data-Driven Business Day, Sponsored
	50	5	2	10:40a	02/20/2015	WANTED: Women in Data, Tech, and STEM	LL20 BC	Business & Industry
	51	4.36	11	9:00a	02/18/2015	R Day	LL20 A	Data Science
	52	3	1	1:30p	02/20/2015	The Truth About MapReduce Performance on SSDs	210 B/F	Hadoop in Action
	53	4.5	2	4:45p	02/18/2015	Unlocking the Data in Paper: A Case Study of New York Life	LL20 A.	Data-Driven Business Day
	54	4.71	7	2:20p	02/19/2015	Inspiring Travel With Location Personalization and Experiment Design	LL20 BC	Business & Industry
	55	1.8	5	9:00a	02/18/2015	Getting Started with Interactive SQL-on-Hadoop	210 A/E	Hadoop & Beyond
	56	3.67	3	2:40p	02/20/2015	Purposeful Education with Job Market Data for Students, Educators, and Institutions	LL20 A	Data Science
	57	4.33	6	1:30p	02/18/2015	Apache Hadoop Operations for Production Systems	210 A/E	Hadoop Platform
	58	NA	0	1:30p	02/19/2015	Office Hour with Miklos Christine and Kathleen Ting (Cloudera)	Table C	Office Hour
	59	NA	0	10:40a	02/19/2015	Office Hour with Philip Zeyliger, Philip Langdale, Kathleen Ting and Miklos Christine (Cloudera)	Table A	Office Hour
	60	3.5	2	4:00p	02/19/2015	Yarns about YARN: Migrating to MapReduce v2	210 B/F	Hadoop Platform
	61	NA	0	2:20p	02/20/2015	Office Hour with Woody Christy (Cloudera)	Table A	Office Hour
	62	3.77	13	2:20p	02/19/2015	Machine Learning with H2O and Spark	210 C/G	Spark in Action
	63	NA	0	3:10p	02/19/2015	Office Hour with Cliff Click (0xdata)	Table A	Office Hour
	64	3	1	9:00a	02/17/2015	Designing and Building Big Data Applications (Day 1)	211 A	Training
	65	NA	0	9:00a	02/18/2015	Designing and Building Big Data Applications (Day 2)	211 A	Training
	66	NA	0	9:00a	02/19/2015	Designing and Building Big Data Applications (Day 3)	211 A	Training
	67	2	1	9:00a	02/20/2015	Designing and Building Big Data Applications (Day 4)	211 A	Training
	68	4.65	23	10:40a	02/19/2015	How to Detect Anomalies in High Cardinality Dimensions and Make Them Actionable	LL20 A	Data Science
	69	5	1	11:30a	02/19/2015	Office Hour with Shankar Vedaraman and Chris Colburn (Netflix)	Table A	Office Hour
	70	NA	0	4:00p	02/20/2015	Using Data to Help Farmers Feed Growing Populations in a Changing Climate	LL21 C/D	Connected World
	71	4.8	5	2:20p	02/20/2015	Data (Art &) Science	LL21 B	Design & Interfaces
	72	5	4	4:00p	02/20/2015	Real-Time Relevance for Mobile at LinkedIn	LL20 A	Data Science
	73	NA	0	4:00p	02/19/2015	Breaking Through the Top 5 Enterprise Data Quality Roadblocks Inside Hadoop	230 B	Sponsored
	74	4.67	3	1:50p	02/20/2015	Velox: The Missing Piece in the Predictive Analytics Stack	LL20 A	Data Science
	75	2.5	4	8:45a	02/20/2015	Friday Keynote Welcome	Grand Ballroom 220	Keynotes
	76	3.8	10	4:00p	02/19/2015	Great Debate: Data-driven Optimization is the Enemy of Innovation	LL20 BC	Business & Industry
	77	3.12	8	8:45a	02/19/2015	Thursday Keynote Welcome	Grand Ballroom 220	Keynotes
	78	4.17	24	9:00a	02/20/2015	Year Zero: How We'll Run Our Lives in Ten Years' Time	Grand Ballroom 220	Keynotes
	79	3.48	21	10:00a	02/19/2015	Data-driven Sensory Intelligence ' Optimizing Our Perceptual Capabilities	Grand Ballroom 220	Keynotes
	80	2.2	5	4:50p	02/19/2015	Safe at Home: Activating Best Practices in Hadoop Security and Compliance Services	210 A/E	Hadoop in Action
	81	4.5	2	2:20p	02/19/2015	The Two Cultures of People Science	LL20 A	Data Science
	82	NA	0	11:30a	02/19/2015	From Domain-specific Solutions to an Open Platform Architecture for Big Data Analytics Based on Hadoop and Spark	230 B	Sponsored
	83	4	5	4:00p	02/19/2015	Spark Streaming - The State of the Union, and Beyond	210 C/G	Spark in Action
	84	2	2	11:30a	02/19/2015	Rock Star Data Science in 2015	LL20 D	Sponsored
	85	4.5	4	4:50p	02/19/2015	Where's the Puck Headed?	LL20 BC	Business & Industry
	86	NA	0	10:40a	02/20/2015	Office Hour with Gary Davis (McAfee, a division of Intel Security)	Table C	Office Hour
	87	NA	0	2:20p	02/20/2015	Securing the New Wearable World	230 A	Security
	88	NA	0	4:00p	02/20/2015	Hadoop as a Platform for Genomics	210 B/F	Hadoop in Action
	89	NA	0	4:00p	02/19/2015	Office Hour with Marco Di Placido (O365 Security Signals) and Ram Shankar (Microsoft (Azure Security Data Science))	Table D	Office Hour
	90	NA	0	10:40a	02/20/2015	Practical Problems in Detecting Lateral Movement using current Large Scale Intrusion Detection Systems, and how to solve them.	230 A	Security
	91	2.43	7	9:00a	02/18/2015	Building Interactive Data Visualizations	210 C/G	Design & Interfaces
	92	2	2	11:30a	02/20/2015	Modern Data Architecture in Minutes---Deploy and Integrate Hadoop, Spark, MongoDB, and ElasticSearch with ObjectRocket by Rackspace	230 B	Sponsored
	93	3.36	11	1:30p	02/19/2015	Design patterns for real time streaming data analytics	210 A/E	Hadoop in Action
	94	NA	0	4:50p	02/19/2015	Making Big Data Usable in Market Regulation	LL21 B	Business & Industry
	95	4.43	7	9:00a	02/18/2015	Large-scale Machine Learning Day	LL20 D	Data Science
	96	NA	0	10:40a	02/19/2015	Real World Use Cases: Hadoop and NoSQL in Production	210 D/H	Sponsored
	97	3.5	2	2:20p	02/20/2015	YARN vs. MESOS: Can't We All Just Get Along?	230 C	Hadoop & Beyond
	98	3.57	7	11:30a	02/19/2015	The Future of Apache Hadoop Security	210 B/F	Hadoop Platform
	99	4.88	8	11:30a	02/18/2015	Visual Understanding Beyond Naming	LL20 BC.	Hardcore Data Science
	100	3	1	11:30a	02/19/2015	Schooling the Fish, Governing the Variety in your Data Lake	LL21 A	Sponsored
	101	5	1	11:30a	02/20/2015	PostgreSQL Rising: The Other Elephant in the Room	LL21 A	Sponsored
	102	4	3	1:30p	02/19/2015	An Open Source Approach to Gathering and Analyzing Device Sourced Health Data	230 A	Machine Data / IoT
	103	1.5	2	4:50p	02/19/2015	Maintaining Low Latency while Maximizing Throughput on a single cluster	210 B/F	Hadoop Platform
	104	5	5	10:40a	02/19/2015	Data Scientists and Lawyers - a Marriage made in Silicon Valley	LL21 B	Law, Ethics & Open Data
	105	NA	0	3:10p	02/19/2015	Office Hour with Noelle Sio (Pivotal) and Bob Filbin (Crisis Text Line)	Table D	Office Hour
	106	4	3	11:30a	02/20/2015	Machine Learning Building Blocks and the Workload Optimization Framework	LL21 C/D	Data Science
	107	4.12	8	12:10p	02/18/2015	Designing Data Products	LL20 A.	Data-Driven Business Day
	108	5	1	10:10a	02/20/2015	Office Hour with Lutz Finger	Table C	Office Hour
	109	NA	0	1:30p	02/20/2015	Office Hour with Danyel Fisher (Microsoft Research)	Table B	Office Hour
	110	4	3	11:30a	02/20/2015	What Designers and Data Scientists Can Learn from Each Other	LL21 B	Design & Interfaces
	111	NA	0	4:50p	02/19/2015	Harnessing the Power of Big Data with Analytics	210 D/H	Sponsored
	112	5	1	2:20p	02/19/2015	PyData Ask Us Anything	211 B	Ask Us Anything
	113	4.62	8	9:00a	02/18/2015	PyData at Strata	LL21 B	Data Science
	114	3.71	7	11:30a	02/20/2015	Data Science vs. The Bad Guys: Using data to defend LinkedIn against fraud and abuse	230 A	Security
	115	3.71	17	9:00a	02/18/2015	Spark Camp: An Introduction to Apache Spark with Hands-on Tutorials	LL21 E/F	Hadoop & Beyond
	116	3.67	3	10:40a	02/19/2015	Bringing OLAP Fully Online: Analyze Changing Datasets in MemSQL and Spark with Pinterest Demo	LL20 D	Sponsored
	117	2.57	21	9:10a	02/19/2015	Close Encounters with the Third Kind of Database	Grand Ballroom 220	Keynotes, Sponsored
	118	3.29	7	9:30a	02/18/2015	Big Data Stories: Decisions That Drive Successful Projects	LL20 A.	Data-Driven Business Day
	119	NA	0	11:30a	02/19/2015	Office Hour with Ellen Friedman (Independent)	Table B	Office Hour
	120	5	2	10:40a	02/19/2015	Hiding the Elephant - How Big Data Apps Make Magic While Hiding Hadoop	LL20 BC	Business & Industry
	121	5	2	2:20p	02/20/2015	Data Security in Hadoop for large enterprises	210 B/F	Hadoop in Action
	122	3.1	21	9:25a	02/19/2015	Impacting Business as it Happens	Grand Ballroom 220	Keynotes, Sponsored
	123	2.52	21	8:50a	02/20/2015	Data: Open for Good and Secure by Default	Grand Ballroom 220	Keynotes
	124	4.75	4	2:20p	02/20/2015	Adding Insert, Update, and Delete to Hive	210 C/G	Hadoop Platform
	125	NA	0	3:10p	02/20/2015	Office Hour with Alan Gates (Hortonworks)	Table A	Office Hour
	126	4.9	10	4:00p	02/19/2015	Humanizing Data - Building Systems and Interfaces for Domain Experts	LL21 E/F	Design & Interfaces
	127	NA	0	1:30p	02/20/2015	Office Hour with Anu Tewary, Lucian Lita and Jonathan Goldman (Intuit)	Table C	Office Hour
	128	4.25	4	11:30a	02/20/2015	Playing Nice in the Product Playground: Data Scientists, Engineers, and Product Managers working together to create innovative data products	LL20 A	Data Science
	129	NA	0	4:00p	02/19/2015	Data Dexterity: Immediate Visibility Into All Information	LL21 A	Sponsored
	130	4	7	4:50p	02/19/2015	Jupyter/IPython: Scaling Data Science to Organizations and the Open Web	LL20 A	Data Science
	131	NA	0	1:30p	02/20/2015	Driving Better Business Results at Allstate with Machine Learning on Hadoop	LL21 A	Sponsored
	132	NA	0	10:40a	02/20/2015	The Challenges of SQL on Hadoop	LL20 D	Sponsored
	133	2.2	25	9:05a	02/20/2015	Intel and the Role of Open Source in Delivering on the Promise of Big Data	Grand Ballroom 220	Keynotes, Sponsored
	134	4.6	15	1:30p	02/20/2015	Practical Methods for Identifying Anomalies That Matter in Large Datasets	LL21 E/F	Machine Data / IoT
	135	4.54	13	9:00a	02/18/2015	Architectural Considerations for Hadoop Applications	210 D/H	Hadoop in Action
	136	NA	0	1:30p	02/19/2015	Hadoop Application Architectures Ask Us Anything	211 B	Ask Us Anything
	137	5	1	4:50p	02/19/2015	One Billion Objects in 2GB: Big Data Analytics on Small Clusters with Doradus OLAP	230 C	Hadoop & Beyond
	138	4.67	3	11:00a	02/18/2015	Interpretable Machine Learning in Practice	LL20 BC.	Hardcore Data Science
	139	4	3	4:00p	02/20/2015	Everyday I'm Shuffling - Tips for Writing Better Spark Programs	230 C	Spark in Action
	140	NA	0	11:30a	02/20/2015	Office Hour with John Haddad (Informatica)	Table C	Office Hour
	141	5	1	1:50p	02/20/2015	The New Data Organization: What do Successful Data-Driven Companies Look Like?	LL20 BC	Business & Industry
	142	2.44	34	9:15a	02/19/2015	Intelligence in the Age of Plethora	Grand Ballroom 220	Keynotes
	143	5	2	4:00p	02/20/2015	Machine Learning For Oil Exploration	LL21 E/F	Machine Data / IoT
	144	4.5	4	10:40a	02/20/2015	Architecting Interfaces that Learn	LL21 B	Design & Interfaces
	145	4.39	36	9:50a	02/20/2015	Charting a Path Forward: The Future of Data Visualization	Grand Ballroom 220	Keynotes
	146	4.83	6	4:50p	02/19/2015	Forecasting Space-time Events	230 A	Machine Data / IoT
	147	4.33	12	11:30a	02/19/2015	Agile Data Profiling in the Big Data Era	LL20 A	Data Science
	148	5	1	1:30p	02/19/2015	Office Hour with Joe Hellerstein (Trifacta and UC Berkeley)	Table A	Office Hour
	149	4.67	6	4:00p	02/20/2015	Designing with Data: A Human-centered Approach to Data-driven Design	LL21 B	Design & Interfaces
	150	4.71	7	2:40p	02/19/2015	If You Don't Have Anything Nice to Say, Please Say Something: Increasing Honesty in Airbnb Reviews	LL20 BC	Business & Industry
	151	3.55	22	9:50a	02/19/2015	The Emerging Age of Data-Driven Policy Design: Examples from Trying to Manage the Global Climate	Grand Ballroom 220	Keynotes
	152	2.86	7	11:50a	02/18/2015	Tech Magic: 10 Disruptors Shaping the Sensed World	LL20 A.	Data-Driven Business Day
	153	4.5	4	1:30p	02/18/2015	Going Beyond the Needle in a Haystack: Elasticsearch and the ELK Stack	210 B/F	Data Science
	154	3	2	2:20p	02/19/2015	Strategies for Avoiding Big Privacy 'Don'ts' with Personal Data	LL21 B	Law, Ethics & Open Data
	155	4	1	2:20p	02/19/2015	Couchbase to Hadoop at Linkedin: Kafka is Enabling the Big Data Pipeline	LL21 A	Sponsored
	156	4	1	2:20p	02/19/2015	Building Adaptive Apps with APIs and Data	230 A	Machine Data / IoT
	157	3.14	7	10:10a	02/18/2015	Data "Driven" is Really Data "Accessible'	LL20 A.	Data-Driven Business Day
	158	3.08	12	11:00a	02/18/2015	When Ones and Zeros Can Put Billions at Risk...	LL20 A.	Data-Driven Business Day
	159	5	3	9:45a	02/18/2015	On the Computational and Statistical Interface and "Big Data"	LL20 BC.	Hardcore Data Science
	160	3.71	7	1:50p	02/19/2015	Pumping Up Retail Profits with Predictive Analytics	LL20 BC	Business & Industry
	161	4.67	6	12:00p	02/18/2015	Finding Repeated Structure in Time Series Data: Commercial and Scientific Opportunities	LL20 BC.	Hardcore Data Science
	162	4.25	4	2:20p	02/19/2015	Stock Market Order Flow Reconstruction in HBase on AWS	210 A/E	Hadoop in Action
	163	4	2	11:30a	02/19/2015	Big Data Ethics and a Future for Privacy	LL21 B	Law, Ethics & Open Data
	164	4	3	1:50p	02/19/2015	From Academia to Data Science: Lessons Learned Founding the Insight Data Science Fellows Program	LL20 A	Data Science
	165	NA	0	1:30p	02/19/2015	SAS Analytic Solutions Running on a Hadoop Cluster using YARN	LL20 D	Sponsored
	166	1.92	25	9:35a	02/19/2015	A Bigger Lens Through which to View the World- the IBM Twitter Alliance	Grand Ballroom 220	Keynotes, Sponsored
	167	5	1	11:30a	02/20/2015	Friction-Free ETL: Automating Data Transformation with Impala	210 B/F	Hadoop in Action
	168	3.5	2	4:50p	02/19/2015	The Monetization of Big Data: Finding Value and Profit	LL20 D	Sponsored
	169	NA	0	10:40a	02/19/2015	Transformational Case Studies in Machine Data & Telemetry	230 A	Machine Data / IoT
	170	4.85	13	10:40a	02/19/2015	Going Real-time: Data Collection and Stream Processing with Apache Kafka	230 C	Hadoop & Beyond
	171	NA	0	10:10a	02/20/2015	Office Hour with Jay Kreps (LinkedIn)	Table A	Office Hour
	172	5	1	1:30p	02/19/2015	HOWTO Make Your Future Data Scientists Love You	LL20 A	Data Science
	173	1.4	5	1:30p	02/20/2015	How to use Parquet as a basis for ETL and analytics	210 C/G	Hadoop Platform
	174	NA	0	2:20p	02/20/2015	Office Hour with Julien Le Dem (Twitter)	Table B	Office Hour
	175	3	4	11:30a	02/20/2015	Search Evolved: Unraveling Your Data	210 A/E	Hadoop & Beyond
	176	4.14	7	2:30p	02/18/2015	A Quest for Visual Intelligence in Computers	LL20 BC.	Hardcore Data Science
	177	2.5	10	11:30a	02/19/2015	Introducing Hive's new execution engine - Spark	210 C/G	Spark in Action
	178	NA	0	2:20p	02/19/2015	Office Hour with Chengxiang Li (Intel) and Xuefu Zhang (Cloudera)	Table B	Office Hour
	179	3.6	5	2:20p	02/19/2015	Designing for Data	LL21 E/F	Design & Interfaces
	180	4.75	4	3:30p	02/18/2015	National Drug Index: Revealing Prescription Inflation in the US	LL20 A.	Data-Driven Business Day
	181	2.8	5	11:30a	02/19/2015	Big Data Needs Big Data Science ' In-Hadoop Analytics for Statistics and Machine Learning in R	210 D/H	Sponsored
	182	3.57	7	9:10a	02/18/2015	Don't Let Data Get in the Way of a Good Story	LL20 A.	Data-Driven Business Day
	183	4.5	2	10:40a	02/20/2015	Improving Business Operations with Predictive Maintenance and Service	LL21 C/D	Connected World
	184	4	1	10:40a	02/20/2015	Running Production Hadoop Clusters in Docker Containers	210 C/G	Hadoop Platform
	185	4	3	1:30p	02/19/2015	How Minority Becomes Majority - A Study of Gerrymandering	LL21 B	Law, Ethics & Open Data
	186	1	2	4:00p	02/19/2015	Role of Third Party Data and First Party Data: Does It Need to Be a Zero Sum Game?	LL21 B	Law, Ethics & Open Data
	187	3.62	8	9:00a	02/18/2015	Owning Time Series With Team Apache: Cassandra, Spark, Spark Streaming, and Kafka	210 B/F	Hadoop & Beyond
	188	NA	0	2:20p	02/19/2015	Office Hour with Emma McGrattan (Actian)	Table C	Office Hour
	189	5	1	1:30p	02/19/2015	SQL in Hadoop: To Boldly Go where No Data Warehouse has Gone Before	LL21 A	Sponsored
	190	1.67	3	1:30p	02/20/2015	Robust Event Detection Using Diverse Data Types	LL20 A	Data Science
	191	4.23	44	9:10a	02/20/2015	Big Data Lessons from Our Cybernetic Past	Grand Ballroom 220	Keynotes
	192	4.67	3	9:00a	02/17/2015	Machine Learning and Exploratory Modeling with SAS and Hadoop (Day 1)	211 B	Training
	193	3	2	9:00a	02/18/2015	Machine Learning and Exploratory Modeling with SAS and Hadoop (Day 2)	211 B	Training
	194	5	2	10:40a	02/20/2015	Hive on Spark is Blazing Fast... Or Is It?	LL21 A	Sponsored
	195	3	1	10:40a	02/19/2015	Hadoop Puzzlers Reloaded	210 B/F	Hadoop Platform
	196	4.75	8	2:20p	02/19/2015	Drill into Drill: How Providing Flexibility and Performance is Possible	230 C	Hadoop & Beyond
	197	NA	0	3:10p	02/19/2015	Office Hour with Jacques Nadeau (Apache Foundation/MapR)	Table B	Office Hour
	198	2	3	2:20p	02/20/2015	Architecting for the Cloud	LL20 BC	Business & Industry
	199	NA	0	3:10p	02/20/2015	Office Hour with Chris Neumann (DataHero)	Table B	Office Hour
	200	3	3	4:25p	02/18/2015	Data Products and the Wearables Revolution	LL20 A.	Data-Driven Business Day
	201	4.83	6	3:45p	02/18/2015	Shazam	LL20 A.	Data-Driven Business Day
	202	4	2	2:20p	02/20/2015	Building Interactive Data Applications at Scale	210 A/E	Hadoop & Beyond
	203	NA	0	10:40a	02/20/2015	Office Hour with Vadim Ogievetsky and Fangjin Yang (Metamarkets)	Table B	Office Hour
	204	2	1	10:40a	02/19/2015	Running Hadoop-as-a-Service in the Cloud	230 B	Sponsored
	205	4	8	9:50a	02/18/2015	Making Business Model Innovation More of a (Data) Science	LL20 A.	Data-Driven Business Day
	206	5	2	2:20p	02/19/2015	The Data Unification Imperative	230 B	Sponsored
	207	NA	0	4:00p	02/19/2015	Office Hour with Rahul Pathak (Amazon Web Services)	Table B	Office Hour
	208	3	1	1:30p	02/20/2015	Your First Big Data Application on AWS	210 D/H	Sponsored
	209	4.12	33	9:40a	02/19/2015	Data Science: Where are We Going?	Grand Ballroom 220	Keynotes
	210	4.14	7	4:50p	02/19/2015	Show Me the MONEY: What is the Core Value of Big Data in an Organization and How do You Demonstrate It?	LL21 C/D	Enterprise Adoption
	211	2	1	2:20p	02/19/2015	Scalable Realtime Analytics with declarative SQL like Complex Event Processing Scripts	210 D/H	Sponsored
	212	NA	0	4:00p	02/19/2015	Take it to the Limit: An Information Architecture for Beyond Hadoop	LL20 D	Sponsored
	213	3.56	9	1:30p	02/18/2015	Leveraging Big Data and Data Science in Upstream Oil and Gas Industry	LL20 A.	Data-Driven Business Day
	214	4.33	3	2:20p	02/19/2015	A Simple, Fast Approach to Analytics for Big Data/IoT with kdb+	LL20 D	Sponsored
	215	NA	0	1:30p	02/20/2015	The Year in Review - Key Changes in the Hadoop Platform in the Past 12 Months	210 A/E	Hadoop & Beyond
	216	5	3	4:30p	02/18/2015	Drugs, DNA, and Dinosaurs: Building High Quality Knowledge Bases with DeepDive	LL20 BC.	Hardcore Data Science
	217	3.8	5	11:30a	02/20/2015	Helping the Republican Party Use Data and Engineering to Win the US Senate	LL20 BC	Business & Industry
	218	4.5	6	4:50p	02/19/2015	Data Visualizations Decoded	LL21 E/F	Design & Interfaces
	219	NA	0	10:10a	02/20/2015	Office Hour with Julie Rodriguez (Sapient Global Markets)	Table B	Office Hour
	220	2.75	4	11:30a	02/19/2015	Big Data and Design Working Together ' When the Magic Happens	LL21 E/F	Data Science
	221	4.5	4	9:05a	02/18/2015	Beyond DNNs towards New Architectures for Deep Learning, with Applications to Large Vocabulary Continuous Speech Recognition	LL20 BC.	Hardcore Data Science
	222	4	4	11:30a	02/19/2015	From Source to Solution: Building A System for Machine and Event-Oriented Data	210 A/E	Hadoop in Action
	223	NA	0	1:30p	02/19/2015	Office Hour with Eric Sammer (ScalingData)	Table B	Office Hour
	224	NA	0	10:40a	02/19/2015	Perform Fast Analytics on Hadoop Data & Scalable Predictive Analytics with Open Innovations from HP Vertica	LL21 A	Sponsored
	225	4.5	2	1:30p	02/20/2015	Using Big Data to Identify the World's Top Experts	LL20 BC	Business & Industry
	226	5	1	4:00p	02/19/2015	From Monitoring To Monetization With The Data Lake	210 D/H	Sponsored
	227	3.71	7	1:30p	02/19/2015	From MapReduce to Programming Frameworks: Making Sense of Cloud Dataflow, Spark and New Tools for Big Data	230 C	Hadoop & Beyond
	228	4.5	6	11:30a	02/19/2015	Stream Processing Everywhere ' What to Use?	230 C	Hadoop & Beyond
	229	4.43	7	10:40a	02/20/2015	Designing Data Architectures for Robust Decision Making	210 B/F	Hadoop in Action
	230	2.24	33	9:35a	02/20/2015	A New Approach to Big Data	Grand Ballroom 220	Keynotes, Sponsored
	231	2	1	2:20p	02/20/2015	Big Data Architectural Pattern	230 B	Sponsored
	232	4.5	2	2:20p	02/19/2015	Data Discovery on Hadoop	210 B/F	Hadoop Platform
	233	NA	0	4:00p	02/19/2015	Office Hour with Sumeet Singh and Thiruvel Thirumoolan (Yahoo! Inc.)	Table A	Office Hour
	234	4.33	3	2:40p	02/19/2015	Pro Bono Data Science in Action - Helping Teens in Crisis	LL20 A	Data Science
	235	4.6	5	10:40a	02/20/2015	Cloud Machine Learning	210 D/H	Sponsored
	236	4.67	33	9:40a	02/20/2015	Connected Cows?	Grand Ballroom 220	Keynotes, Sponsored
	237	5	1	1:50p	02/20/2015	Robot Reporters: How The Associated Press Embraced Data Automation	LL21 C/D	Connected World
	238	NA	0	1:30p	02/20/2015	How to Ensure Your Hadoop Installation is Not the Next Big Data Breach	230 A	Security
	239	NA	0	2:20p	02/20/2015	Office Hour with Terence Spies (Voltage Security)	Table C	Office Hour
	240	3.33	3	2:20p	02/20/2015	Which is more interesting - millions of thermostats, or millions of minds in the internet of things?	LL21 C/D	Connected World
	241	3.88	8	4:00p	02/19/2015	Three Approaches to Scalable Data Curation	230 C	Hadoop & Beyond
	242	4	5	1:30p	02/19/2015	Data: the unlikely hero behind sparkly designer dresses	LL20 BC	Business & Industry
	243	NA	0	1:30p	02/19/2015	Global Hadoop: Storage and Compute Challenges in Multi-Data Center Deployments	210 D/H	Sponsored
	244	3.62	8	1:50p	02/18/2015	Using Data from Many Streams to Drive Social Impact	LL20 A.	Data-Driven Business Day
	245	3.71	7	10:40a	02/19/2015	The Human-Data Interface: How to Design for 'Irrational' Data Consumers	LL21 E/F	Design & Interfaces
	246	2.71	7	2:30p	02/18/2015	Big Data Impacts Marketing Productivity at Cisco	LL20 A.	Sponsored
	247	4.25	4	11:30a	02/19/2015	TSAR (the TimeSeries AggregatoR) - How to Count Tens of Billions of Daily Events in Real Time Using Open Source Technologies	230 A	Machine Data / IoT
	248	2.33	3	10:40a	02/19/2015	Database History from Codd to Brewer and Beyond	LL21 C/D	Enterprise Adoption
	249	3.67	3	4:00p	02/20/2015	Solving Customer Problems with Big Data across Thomson Reuters	LL20 BC	Business & Industry
	250	NA	0	1:30p	02/20/2015	Smart Enterprise Big Data Bus for the Modern Responsive Enterprise	230 B	Sponsored
	251	NA	0	4:00p	02/19/2015	Office Hour with Dean Wampler (Typesafe)	Table C	Office Hour
	252	4.25	4	10:40a	02/20/2015	Why Spark Is the Next Top (Compute) Model	230 C	Spark in Action
	253	2	2	4:50p	02/19/2015	Usages and Optimizations of Spark at Tencent	210 C/G	Spark in Action
	254	2	1	4:00p	02/19/2015	Don't Let Today's Demands Kill Tomorrow's Workforce!	LL21 C/D	Enterprise Adoption
	255	5	3	11:30a	02/20/2015	Tuning and Debugging in Apache Spark	230 C	Spark in Action
	256	3.67	3	4:00p	02/18/2015	Why Julia's Important for Data Science	LL20 BC.	Hardcore Data Science
	257	4.33	3	1:30p	02/19/2015	Getting Started with Data Governance: Paths Converge from Multiple Starting Points	LL21 C/D	Enterprise Adoption
	258	NA	0	2:20p	02/19/2015	Office Hour with Paula Wiles Sigmon (IBM)	Table A	Office Hour
	259	3	3	1:30p	02/19/2015	Using Multiple Persistence Layers in Spark to Build a Scalable Prediction Engine	210 C/G	Hadoop & Beyond
	260	1	2	1:30p	02/20/2015	How Big Data Transforms the Way Telcos Operate and Do Business	230 C	Spark in Action
	261	4	8	10:40a	02/19/2015	Lessons from Running Large Scale Spark Workloads	210 C/G	Spark in Action
	262	4.11	37	9:25a	02/20/2015	New Directions for Spark in 2015	Grand Ballroom 220	Keynotes
	263	NA	0	4:00p	02/20/2015	Top Ten Pitfalls to Avoid in a SQL-on-Hadoop Implementation	210 C/G	Hadoop Platform

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