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Backstage to Data Driven
Culture
Your Data Science and Analytics
Stack (DS/A)
Big Data LA Day 2016
2
So, You are the First Data Scientist…?
REPLACE THIS SLIDE WITH NEW DATA / GRAPH
"Leadership is the art of giving people a
platform for spreading ideas that work."
-Seth Godin
4
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Listen
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Implement High
Priority Goals
and Task
Listen &
Influence
Expectations
Maximize
Impact and
Communication
Create blueprint ...
WORLDWIDE BUSINESS BUSINESS TO GO CREATIVE SOLUTIONS
WORLDWIDE BUSINESS BUSINESS TO GO CREATIVE SOLUTIONS
What my Friends ...
01
03 04
02
Data Engineer / B.I. Developer
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LISTEN
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KEY WORD
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LEARN AND INFLUENCE
EXPECTATIONS
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BACKWARDS ENGINEER STRATEGY
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IMPLEMENT YOUR STACK
The key is always you
2006
2008
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2014
STATISTICS
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SAMPLE STACK
BigQuery Storage
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Workflows
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Workflows
Compute
Engine
Big Query
• Ad hoc an...
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ONE PERSON STACK WITH
SAAS TOOLS
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BigQuery
Workflows
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Hadoop MapReduce
Workflows
Compute
Engine
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PRIORITIZE METRICS
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GROW
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26
Umbrella Infographic
Umbrella Infographic
THANK YOU
Contact information
Big Data Day LA 2016/ Data Science Track - Backstage to a Data Driven Culture: Your Data Science and Analytics Stack, Paul...
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Big Data Day LA 2016/ Data Science Track - Backstage to a Data Driven Culture: Your Data Science and Analytics Stack, Pauline Chow, Lead Data Instructor - General Assembly

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When you're the first data professional at the organization there are technical, process, and qualitative considerations for analytics and data science to address (A/DS). This talk is an overview of strategy, infrastructure, and tools for creating your first A/DS stacks. At this stage, the range of problems that you are able to solve relate to organization, operational, data engineering, business intelligence, and communication. Creating the optimal A/DS stack can seamlessly pave the way to big data and integrating the newest technologies in the future. Please share your stories and experience with us as well. Outline of talk, where sections intend to be interactive and get feedback from the audience:
1. So you're the first Data Scientist
2. Setting Their Expectations
3. Lay of the Land - Data requirements and organizational survey
4. Setting Your Expectations
5. Infrastructure - Your Stack Options
6. Resources: Get Help, Get a Team
7. Discussion

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Big Data Day LA 2016/ Data Science Track - Backstage to a Data Driven Culture: Your Data Science and Analytics Stack, Pauline Chow, Lead Data Instructor - General Assembly

  1. 1. Backstage to Data Driven Culture Your Data Science and Analytics Stack (DS/A) Big Data LA Day 2016
  2. 2. 2 So, You are the First Data Scientist…?
  3. 3. REPLACE THIS SLIDE WITH NEW DATA / GRAPH
  4. 4. "Leadership is the art of giving people a platform for spreading ideas that work." -Seth Godin 4
  5. 5. There are many variations of passages of Lorem Ipsum available, but the majority have suffered alteration in some form, by injected humour, or randomized words which don't look even slightly believable. If you are going to use a passage of Lorem Ipsum, you need to be sure there isn't anything embarrassing hidden in the middle of text. All the Lorem Ipsum generators on the Internet tend to repeat predefined chunks as necessary, making this the first true generator on the Internet. Pauline Chow 5 Data Science Consultant Lead Instructor at General Assembly
  6. 6. Listen There are many variations of passages but the majority have suffered alteration in some form by injected. There are many variations of passages of lorem ipsum available, but the majority have suffered alteration in some form, by injected humour randomized words which don't look even slightly believable. If you are going to use A passage of lorem ipsum, you need to be sure there embarrassing hidden in the middle of text. All the lorem ipsum generators on the internet tend to repeat predefined chunks as of lorem but the majority have suffered alteration in some form necessary. Implement There are many variations of passages but the majority have suffered alteration in some form by injected. Learn There are many variations of passages but the majority have suffered alteration in some form by injected. Collaborate There are many variations of passages but the majority have suffered alteration in some form by injected. Strategize There are many variations of passages but the majority have suffered alteration in some form by injected. Grow There are many variations of passages but the majority have suffered alteration in some form by injected. “First” Data Scientist Guiding Points Objectives for Your First Year 6
  7. 7. Implement High Priority Goals and Task Listen & Influence Expectations Maximize Impact and Communication Create blueprint for scaling from one (1) data scientist to a team or set of strong tools There are many variations of passages but the that majority have suffered alteration in some form by injected. There are many variations of passages but the that majority have suffered alteration in some form by injected. There are many variations of passages but the that majority have suffered alteration in some form by injected. There are many variations of passages but the that majority have suffered alteration in some form by injected. There are many variations of passages but the that majority have suffered alteration in some form by injected. There are many variations of passages but the that majority have suffered alteration in some form by injected. 7 Objectives for Presentation & Discussion After Today You’ll be Able to Create Blueprints for Scaling
  8. 8. WORLDWIDE BUSINESS BUSINESS TO GO CREATIVE SOLUTIONS WORLDWIDE BUSINESS BUSINESS TO GO CREATIVE SOLUTIONS What my Friends Think I Do What my Mom Thinks I Do What Society Thinks I Do What my Boss Think I Do What I Think I Do What I Actually Do Misconceptions about Data Scientists 8
  9. 9. 01 03 04 02 Data Engineer / B.I. Developer There are many variations of passages of Lorem Ipsum available but the suffered alteration in Product Manager There are many variations of passages of Lorem Ipsum available but the suffered alteration in Data Analyst / Researcher There are many variations of passages of Lorem Ipsum available but the suffered alteration in Data Scientist There are many variations of passages of Lorem Ipsum available but the suffered alteration in 9 You will likely carry some of the following responsibilities Your Many Hats
  10. 10. LISTEN The key is always you
  11. 11. KEY WORD There are many variations of the a the passages lorem ipsum available, but the majority have suffered of the KEY WORD There are many variations of the a the passages lorem ipsum available, but the majority have suffered of the KEY WORD There are many variations of the a the passages lorem ipsum available, but the majority have suffered of the KEY WORD There are many variations of the a the passages lorem ipsum available, but the majority have suffered of the KEY WORD There are many variations of the a the passages lorem ipsum available 11 Tree Infographic Listen
  12. 12. LEARN AND INFLUENCE EXPECTATIONS The key is always you
  13. 13. 01 02 03 04 05 Title Goes Here There are many variations of passages of Lorem Ipsum available but the suffered alteration in Title Goes Here There are many variations of passages of Lorem Ipsum available but the suffered alteration in Title Goes Here There are many variations of passages of Lorem Ipsum available but the suffered alteration in Title Goes Here There are many variations of passages of Lorem Ipsum available but the suffered alteration in Title Goes Here There are many variations of passages of Lorem Ipsum available but the suffered alteration in 13 Puzzle Infographic Puzzle Infographic
  14. 14. BACKWARDS ENGINEER STRATEGY What do you want to achieve at the organization?
  15. 15. There are many variations passages of lorem ipsum available majority have Launch Your Project There are many variations passages of lorem ipsum available majority have Construction & Design There are many variations passages of lorem ipsum available majority have Go Cloud There are many variations passages of lorem ipsum available majority have Brainstorm & Ideas There are many variations passages of lorem ipsum available majority have Marketing Campaign There are many variations passages of lorem ipsum available majority have Review The Results Business Plan Infographic Quantitative & Qualitative Milestones 15
  16. 16. Title Goes Here Title Goes Here Title Goes Here Title Goes Here Title Goes Here There are many variations of the a passages lorem ipsum available, but the majority have suffered Keyword Here There are many variations of the a passages lorem ipsum available, but the majority have suffered Keyword Here There are many variations of the a passages lorem ipsum available, but the majority have suffered Keyword Here There are many variations of the a passages lorem ipsum available, but the majority have suffered Keyword Here There are many variations of the a passages lorem ipsum available, but the majority have suffered Keyword Here Pen Infographic Case Study 16
  17. 17. IMPLEMENT YOUR STACK The key is always you
  18. 18. 2006 2008 2010 2012 2014 STATISTICS There are many in variations passage of lorem ipsum available but the majority have in slightly STATISTICS There are many in variations passage of lorem ipsum available but the majority have in slightly STATISTICS There are many in variations passage of lorem ipsum available but the majority have in slightly STATISTICS There are many in variations passage of lorem ipsum available but the majority have in slightly STATISTICS There are many in variations passage of lorem ipsum available but the majority have in slightly 18 Timeline Infographic Timeline Infographic
  19. 19. SAMPLE STACK BigQuery Storage BigQuery Workflows Big Query Hadoop MapReduce Workflows Compute Engine Big Query • Ad hoc analysis • Visualizations • Applications Server Logging Cloud Storage
  20. 20. Title Goes Here There are many variations of passages of Lorem Ipsum available but the suffered alteration in Title Goes Here There are many variations of passages of Lorem Ipsum available but the suffered alteration in Title Goes Here There are many variations of passages of Lorem Ipsum available but the suffered alteration in Title Goes Here There are many variations of passages of Lorem Ipsum available but the suffered alteration in 100% 50% 75% 25% 21 Time Infographic Time Infographic
  21. 21. ONE PERSON STACK WITH SAAS TOOLS BigQuery Storage BigQuery Workflows Big Query Hadoop MapReduce Workflows Compute Engine Big Query • Ad hoc analysis • Visualizations • Applications Server Logging Cloud Storage
  22. 22. PRIORITIZE METRICS The key is always you
  23. 23. 06 01 02 05 There are many variations of passages lorem ipsum available majority suffered alteration some form of lorem ipsum available but majority suffered alteration some form Our Strategy 03 04 Keyword Keyword Keyword Keyword Keyword Keyword Integrated Infographic Summary of Guiding Points 24
  24. 24. GROW The key is always you
  25. 25. KEYWORD KEYWORD KEYWORD KEYWORD KEYWORD KEYWORD 26 Umbrella Infographic Umbrella Infographic
  26. 26. THANK YOU Contact information

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