R + Shiny + AWS

Today is different than yesterday. Businesses now want to Democratize Data, scale decision making across the organization, and run at the speed of light using Apps + Cloud Technology.

This CHANGE is challenging Data Scientists. Cloud + Apps requires a new set of skills and more learning. This NEW CHALLENGE is exactly why I held a webinar yesterday on R + Shiny + AWS.

Because once you learn the skills, you don't need a team to productionalize data science. Just 1 good data scientist that knows enough AWS to stand up Shiny apps.

Transcript

1. Empower your organization to
   make decisions at scale with the cloud
   Matt Dancho & David Curry
   Business Science Webinar
   R + Shiny + AWS
   

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2. Agenda ● Business Changes
   ○ Predictive Apps
   ○ Cloud Technologies
   ● Change #1
   ○ Predictive Apps
   ● Change #2
   ○ Cloud Service
   ● 3 Technologies &
   Demos
   ○ Frontend
   ○ Backend
   ○ Deployment
   ● Learning Made
   Simple
   ○ Shiny Developer
   with AWS Course
   

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3. Businesses are Shifting To
   Predictive Web Applications
   Using Cloud Technologies
   #DataDemocratization
   #AtScale
   

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4. Change #1
   The Shift To
   Predictive Apps
   

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5. Data Science is Changing
   Descriptive
   Reports
   (Excel)
   Descriptive
   Dashboards
   (Tableau)
   Predictive
   Reports
   (Jupyter &
   RMarkdown)
   Predictive
   Applications
   (Dash & Shiny)
   

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6. ML-App that identifies anomalous payments
   

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7. RStudio gave us what we need to deliver data science
   applications that our business depends on.”
   - John Kish, CIO at SafeAuto Insurance
   

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8. ML-App that performs Traffic Analysis
   

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9. “Shiny dashboard and visualization development
   allowed the fastest time to market.”
   - Daniel Marcous, Google, Waze Data Wizard
   

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10. Change #2
    The Shift To
    Cloud Services
    

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11. Infrastructure is
    Changing
    Servers On
    Premise
    (Costly to Scale)
    Servers as a
    Service
    (AWS, Azure, GCP)
    

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12. Microsoft snags hotly contested $10 Billion defense
    contract, beating out Amazon
    JEDI contract worth up to $10B
    over 10 years
    “The contract will provide the
    Pentagon with cloud services for
    basic storage and power all the
    way up to artificial intelligence,
    machine learning, and the
    ability to process mission-critical
    workloads."
    

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13. Global Cloud Index
    22% Annual Growth Rate vs -5% Data Center Growth
    

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14. Cloud Players at a Glance
    ● Amazon Web Services (AWS) -
    The market leader in enterprise
    & beyond
    ● Microsoft Azure - 2nd in
    Popularity; Popular with
    Enterprise
    ● Google Cloud Platform (GCP) -
    Popular with Digital Marketing
    because of integration with
    Google Analytics
    

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15. Problem #1: Cloud is a lot to learn
    ● Compute
    ● Databases
    ● Networking
    ● Application Services
    I will help you navigate this.
    

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16. Problem #2: Which to learn?
    ● Problem: We don’t know what organizations will pick
    ● Solution: Learn 1 Cloud Service. Switching guides make
    transitioning simple.
    You learn one cloud, you learn all clouds
    

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17. What Businesses Now Expect
    

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18. Business now need
    apps + cloud
    2015
    Reports + Servers
    2020
    Apps + Cloud
    

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19. The Plan
    R + Shiny + AWS
    

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20. Learn to Flow from Analysis to Application to Cloud Hosting
    

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21. Learn by building & deploying
    

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22. Technology #1
    Frontend: Shiny + Bootstrap
    

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23. Frontend
    Shiny + Bootstrap
    

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24. Aesthetics: Control Our User Interface
    

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25. Technology #2
    Backend: Databases & Users
    

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26. Authentication
    Security & User Management
    

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27. MongoDB
    NoSQL Database
    

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28. Technology #3
    Deployment: Cloud
    

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29. AWS
    Cloud Hosting
    Server
    Cloud
    

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30. AWS
    Cloud Hosting
    ● Compute
    ○ Amazon EC2
    ● Networking
    ○ Virtual Private Cloud
    ○ Route 53
    ● Database
    ○ MongoDB Atlas
    (External to AWS)
    ○ FREE DynamoDB
    Equivalent
    

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31. Give businesses what
    they need
    2020
    Apps + Cloud
    

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32. A lot to learn
    Server
    Cloud
    

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33. Learning made simple
    Shiny Developer with AWS
    

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34. Follow a Step-By-Step Build & Deployment Process
    Shiny Jumpstart Frontend
    Backend Production
    

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35. Key Benefits
    Frontend + Backend + Production
    Deployment
    Frontend for Shiny
    - Bootstrap
    Backend for Shiny
    - MongoDB
    - Dynamic UI
    - User Authentication
    - Store & Write User Data
    Production Deployment
    - AWS
    - EC2 Server
    - VPC Connection
    - URL Routing
    Shiny Apps for Business
    (DS4B 202A-R)
    Web Application Development
    6 Weeks
    

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36. Student Success
    “The perfect course for
    learning how to develop
    advanced and amazing
    looking Shiny web apps.”
    -Miguel Eersel, Consultant
    

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37. Student Success
    “I’m learning
    something new
    every day.”
    -Jonathan Regenstein, RStudio
    

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38. Business Science University
    Data Science for Business Transformation in 6-Months
    

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39. Advanced
    Visualization
    Advanced
    Data Wrangling
    Advanced
    Functional
    Programming &
    Modeling
    Advanced
    Data
    Science
    Visualization
    Data Cleaning &
    Manipulation
    Functional
    Programming &
    Modeling
    Business
    Reporting
    Business Analysis with R
    (DS4B 101-R)
    Data Science For Business with R
    (DS4B 201-R)
    Web Apps & Shiny Developer
    (DS4B 102-R + DS4B 202A-R)
    Web Apps
    Data Science Foundations
    7 Weeks
    Machine Learning & Business Consulting
    10 Weeks
    Web Application Development
    12 Weeks
    -TRACK
    Project-Based Courses with Business Application
    Business Science University
    R-Track
    

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40. -TRACK BUNDLE
    20% OFF PROMO Code: SHINYDEVLAUNCH
    $119/mo
    Expires Nov 1
    

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41. Begin Learning Today
    university.business-science.io
    

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