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HADOOP SELF-SERVICE DATA PREP
FUELS ANALYTICS
Trifacta Data Wrangler Demonstration
• Introduction
• Data Analytics Process
• Gap Between Raw Data & Analysis
• The Trifacta Solution
• Demo
• Senturus Overview
• Additional Resources
Agenda
Copyright 2016 Senturus, Inc. All Rights Reserved.
Presenters
Copyright 2016 Senturus, Inc. All Rights Reserved.
Will Davis
Director of Product Marketing
Trifacta
Greg Herrera
President and Co-Founder
Senturus, Inc.
Connor Carreras
Customer Success Manager
Trifacta
Hundreds of Free Resources: www.senturus.com
RESOURCE LIBRARY
An extensive, free library of past webinars,
demonstrations, whitepapers, presentations, helpful
hints, and more.
Copyright 2016 Senturus, Inc. All Rights Reserved.
This slide deck is from the webinar: Fuel Analytics with
Self-Service Hadoop Data Prep
To listen to the FREE recording of the presentation or
download this deck go to:
http://www.senturus.com/resources/fuel-analytics-self-
service-hadoop-data-prep/
Hear the Recording
Copyright 2016 Senturus, Inc. All Rights Reserved.
FUEL ANALYTICS WITH
SELF-SERVICE HADOOP DATA PREP
DATA WRANGLING
The Data Analytics Process
QUESTION ANALYZE INSIGHT
DISCOVER STRUCTURE CLEANSE ENRICH VALIDATE PUBLISH
8
Self-Service Data Preparation Coverage
The Gap Between Raw Data & Analysis
of the work in any data
project is preparing the
data for analysis
ANALYSIS & VISUALIZATION
BUSINESS
SYSTEM DATA
MACHINE
GENERATED DATA
THIRD PARTY
DATA
IT
BUSINESS
80%
Back & Forth Between Business & IT
How can I access the raw data? What do you want to analyze?
I can’t tell you until I see the data –
let me see the data first.
I can’t just point you to the raw data
– you’ll need to tell me.
ITBUSINESS
What’s the Cause? Existing Tools…
Hand-Coding Mapping-Based ETL
Oh Yeah.... There’s Excel Too
To view the FREE recording of the presentation or download
this deck go to:
http://www.senturus.com/resources/fuel-analytics-self-
service-hadoop-data-prep/
The Senturus comprehensive library of recorded
webinars, demos, white papers, presentations, and case
studies is available on our website:
http://www.senturus.com/resources/
Hear the Recording
Copyright 2016 Senturus, Inc. All Rights Reserved.
14
Trifacta Overview
15
What’s Required to Bridge the Gap?
Empower
Users
Govern Data &
Processes
Trifacta’s Approach: Empower Users
Interact Predict
Preview
Predictive
Transformation
MapReduce or Spark
18
Maintain Governance While Empowering Users
ORGANIZATIONAL REQUIREMENTS
Metadata & Lineage Operationalization
TECHNOLOGY REQUIREMENTS
Security
Trifacta’s Data Wrangling Solution
19
Trifacta Self-Service Data Preparation
Editions
➔ Hadoop Based
➔ Data Lake Initiatives
➔ Unlimited Volume & Scalability
➔ Enterprise Support
➔ Subscription Fee
➔ Desktop
➔ Smaller Data Sets
➔ Community Support
➔ Free
www.trifacta.com/start-wrangling
#1 Ranked End User Data Preparation Vendor
Used by More Than 3,000 Companies
22
Demo
Trifacta & Hadoop Workflow
23
Register Hadoop Data Sets
in Trifacta
1.
HDFS
Visualize, Interact & Define Tr
ansformation Script
2.
HDFS
Execute Script on Entirety of Dat
a Set at Scale in Hadoop
3.
HDFS
Execution in MapReduce or Spark
Select Transformation
Output Format & Location
4.
Analytic ToolsHadoop
HDFS
Parquet or Avro
Table in HCatalog
Tableau
Zoomdata
Etc…
Analytic Tools
The great paradox of data analysis is that 80% of the analysis
process is spent cleaning or preparing data, due to complexity and
diversity of the data.
Trifacta explained how the emergence of new self-service data
prep solutions for Hadoop benefit organizations. We discussed how
Trifacta’s data wrangling solutions are used to improve the
efficiency of existing analytics processes and successfully execute
new analytics initiatives.
We demonstrated Trifacta Data Wrangler and discussed:
• Challenges self-service data prep solutions solves and why it has
quickly gained in popularity
• Using self-service data prep to execute new types of analysis or
augment existing processes
• Range of features of self-service data prep tools like Trifacta
• Case studies: PepsiCo and Royal Bank of Scotland
Summary
Copyright 2016 Senturus, Inc. All Rights Reserved.
To view the FREE recording of the presentation or download
this deck go to:
http://www.senturus.com/resources/fuel-analytics-self-
service-hadoop-data-prep/
The Senturus comprehensive library of recorded
webinars, demos, white papers, presentations, and case
studies is available on our website:
http://www.senturus.com/resources/
Hear the Recording
Copyright 2016 Senturus, Inc. All Rights Reserved.
Business Analytics Consultants
WHO WE ARE
Bridging the Gap Between Data & Decision Making
DECISIONS
& ACTIONS
Business Needs
Analysis
Ready
Data
Analysis
Ready
Data
.
• Dashboards, Reporting & Visualizations
• Data Preparation & Modern Data Warehousing
• Self-Service Business Analytics
• Big Data & Advanced Analytics
• Planning & Forecasting Systems
Business Analytics Architects
900+ Clients, 2000+ Projects, 16+ Years
29Copyright 2016 Senturus, Inc. All Rights Reserved.
ADDITIONAL RESOURCES
This full-version of the Trifacta Wrangler allows
you to:
• Accelerate the analytic process with an
intelligent, guided approach
• Move beyond rigid ETL tools and traditional
spreadsheet formulas
• Leverage new data sources once reserved for data
scientists
https://www.trifacta.com/trifacta-
wrangler/?utm_medium=referral&utm_source=senturus&utm_campaig
n=senturus+webinar
Free Trial of Trifacta Wrangler
Copyright 2016 Senturus, Inc. All Rights Reserved.
www.senturus.com/events
Upcoming Events
Copyright 2016 Senturus, Inc. All Rights Reserved.
More Free Resources: www.senturus.com
Copyright 2016 Senturus, Inc. All Rights Reserved.
Thank You!
www.senturus.com
info@senturus.com
888 601 6010
Copyright 2016 by Senturus, Inc.
This entire presentation is copyrighted and may not be
reused or distributed without the written consent of
Senturus, Inc.
Copyright 2016 Senturus, Inc. All Rights Reserved.

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Hadoop Self-Service Data Prep Fuels Analytics

  • 1. HADOOP SELF-SERVICE DATA PREP FUELS ANALYTICS Trifacta Data Wrangler Demonstration
  • 2. • Introduction • Data Analytics Process • Gap Between Raw Data & Analysis • The Trifacta Solution • Demo • Senturus Overview • Additional Resources Agenda Copyright 2016 Senturus, Inc. All Rights Reserved.
  • 3. Presenters Copyright 2016 Senturus, Inc. All Rights Reserved. Will Davis Director of Product Marketing Trifacta Greg Herrera President and Co-Founder Senturus, Inc. Connor Carreras Customer Success Manager Trifacta
  • 4. Hundreds of Free Resources: www.senturus.com RESOURCE LIBRARY An extensive, free library of past webinars, demonstrations, whitepapers, presentations, helpful hints, and more. Copyright 2016 Senturus, Inc. All Rights Reserved.
  • 5. This slide deck is from the webinar: Fuel Analytics with Self-Service Hadoop Data Prep To listen to the FREE recording of the presentation or download this deck go to: http://www.senturus.com/resources/fuel-analytics-self- service-hadoop-data-prep/ Hear the Recording Copyright 2016 Senturus, Inc. All Rights Reserved.
  • 7. DATA WRANGLING The Data Analytics Process QUESTION ANALYZE INSIGHT DISCOVER STRUCTURE CLEANSE ENRICH VALIDATE PUBLISH
  • 9. The Gap Between Raw Data & Analysis of the work in any data project is preparing the data for analysis ANALYSIS & VISUALIZATION BUSINESS SYSTEM DATA MACHINE GENERATED DATA THIRD PARTY DATA IT BUSINESS 80%
  • 10. Back & Forth Between Business & IT How can I access the raw data? What do you want to analyze? I can’t tell you until I see the data – let me see the data first. I can’t just point you to the raw data – you’ll need to tell me. ITBUSINESS
  • 11. What’s the Cause? Existing Tools… Hand-Coding Mapping-Based ETL
  • 13. To view the FREE recording of the presentation or download this deck go to: http://www.senturus.com/resources/fuel-analytics-self- service-hadoop-data-prep/ The Senturus comprehensive library of recorded webinars, demos, white papers, presentations, and case studies is available on our website: http://www.senturus.com/resources/ Hear the Recording Copyright 2016 Senturus, Inc. All Rights Reserved.
  • 15. 15 What’s Required to Bridge the Gap? Empower Users Govern Data & Processes
  • 16. Trifacta’s Approach: Empower Users Interact Predict Preview
  • 18. 18 Maintain Governance While Empowering Users ORGANIZATIONAL REQUIREMENTS Metadata & Lineage Operationalization TECHNOLOGY REQUIREMENTS Security
  • 20. Trifacta Self-Service Data Preparation Editions ➔ Hadoop Based ➔ Data Lake Initiatives ➔ Unlimited Volume & Scalability ➔ Enterprise Support ➔ Subscription Fee ➔ Desktop ➔ Smaller Data Sets ➔ Community Support ➔ Free www.trifacta.com/start-wrangling
  • 21. #1 Ranked End User Data Preparation Vendor Used by More Than 3,000 Companies
  • 23. Trifacta & Hadoop Workflow 23 Register Hadoop Data Sets in Trifacta 1. HDFS Visualize, Interact & Define Tr ansformation Script 2. HDFS Execute Script on Entirety of Dat a Set at Scale in Hadoop 3. HDFS Execution in MapReduce or Spark Select Transformation Output Format & Location 4. Analytic ToolsHadoop HDFS Parquet or Avro Table in HCatalog Tableau Zoomdata Etc… Analytic Tools
  • 24. The great paradox of data analysis is that 80% of the analysis process is spent cleaning or preparing data, due to complexity and diversity of the data. Trifacta explained how the emergence of new self-service data prep solutions for Hadoop benefit organizations. We discussed how Trifacta’s data wrangling solutions are used to improve the efficiency of existing analytics processes and successfully execute new analytics initiatives. We demonstrated Trifacta Data Wrangler and discussed: • Challenges self-service data prep solutions solves and why it has quickly gained in popularity • Using self-service data prep to execute new types of analysis or augment existing processes • Range of features of self-service data prep tools like Trifacta • Case studies: PepsiCo and Royal Bank of Scotland Summary Copyright 2016 Senturus, Inc. All Rights Reserved.
  • 25. To view the FREE recording of the presentation or download this deck go to: http://www.senturus.com/resources/fuel-analytics-self- service-hadoop-data-prep/ The Senturus comprehensive library of recorded webinars, demos, white papers, presentations, and case studies is available on our website: http://www.senturus.com/resources/ Hear the Recording Copyright 2016 Senturus, Inc. All Rights Reserved.
  • 27. Bridging the Gap Between Data & Decision Making DECISIONS & ACTIONS Business Needs Analysis Ready Data Analysis Ready Data
  • 28. . • Dashboards, Reporting & Visualizations • Data Preparation & Modern Data Warehousing • Self-Service Business Analytics • Big Data & Advanced Analytics • Planning & Forecasting Systems Business Analytics Architects
  • 29. 900+ Clients, 2000+ Projects, 16+ Years 29Copyright 2016 Senturus, Inc. All Rights Reserved.
  • 31. This full-version of the Trifacta Wrangler allows you to: • Accelerate the analytic process with an intelligent, guided approach • Move beyond rigid ETL tools and traditional spreadsheet formulas • Leverage new data sources once reserved for data scientists https://www.trifacta.com/trifacta- wrangler/?utm_medium=referral&utm_source=senturus&utm_campaig n=senturus+webinar Free Trial of Trifacta Wrangler Copyright 2016 Senturus, Inc. All Rights Reserved.
  • 32. www.senturus.com/events Upcoming Events Copyright 2016 Senturus, Inc. All Rights Reserved.
  • 33. More Free Resources: www.senturus.com Copyright 2016 Senturus, Inc. All Rights Reserved.
  • 34. Thank You! www.senturus.com info@senturus.com 888 601 6010 Copyright 2016 by Senturus, Inc. This entire presentation is copyrighted and may not be reused or distributed without the written consent of Senturus, Inc. Copyright 2016 Senturus, Inc. All Rights Reserved.