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CCSQ Data and Analytics training and resources are now available in the CCSQ D&A |
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CCSQ Data & Analytics Data Camp
November 17th and 18th | Register Now! | Open House Format
The CCSQ Data & Analytics Data Camp is a Portal. Contents of this Confluence space will be archived in the upcoming weeks. |
CCSQ Data Camp
Purpose: The Center for Clinical Standard and Quality (CCSQ) Data Camps are multi-session, multi-day
event events focused on educating the CCSQ Data & Analytics user community
. During this special event, featuring technical experts and special guests
present during multiple one-hour sessions, each ending with a question and answer session. This event will be following an Open House format, allowing users to be able to jump in and out of the event to attend certain sessions. This Data Camp is an opportunity for the user community to come and learn more about SAS Viya, CDR, and the future of CAP. Please explore this page through the tabs above to discover more information and details about this upcoming Data Camp. Navigate through these following sections:
Schedule | This section contains a breakdown of each day of the Data Camp, detailing the specific agendas, speakers, and timing of the day.
Invitations | If you have not received the invitation, the meeting link and outlook invite have been posted here for your convenience.
FAQs | Learn more about the event and its logistics by navigating through these common questions and answers.
Question Submission | Submit your questions to be answered by CMS ISG Leadership during our November 18th 12:00pm EDT Leadership Panel session.
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November 17th
12:30- 1:00pm EDT | Welcome from CMS Leadership
1:00 - 1:55pm EDT | CCSQ Data & Analytics Environment Overview
Presenter: Pete Grivas
Presentation: Wondering about the SAS Viya environment and how it all works together? We'll provide an overview of technical details on SAS Viya, Hive, and AWS and how they all work together.
Invitation:
1:55 - 2:00pm EDT | BREAK
2:00 - 2:55pm EDT | CDR Data Overview
Presenters: Curtis Smith and Manpreet Khural
Presentation: The relationships between the key data sources in DR will be covered here. This presentation will cover how claims data works with provider & beneficiary data and how these sources relate to other CCSQ dat sources like iQIES, HQR, and EQRS.
Invitation:
2:55 - 3:00pm EDT | BREAK
3:00 - 3:55pm EDT | Visual Analytics Overview
Presenters: Mr. Lee Herman
Presentation: SAS Visual Analytics provides a complete platform for analytics visualization. Interactive, self-service BI and reporting capabilities are combined with out-of-the-box advanced analytics so everyone can discover insights from any size and type of data, including text.
Invitation:
3:55 - 4:00pm EDT | BREAK
4:00 - 4:55 | Hive SQL In-Depth
Presenters: Pete Grivas, Junwen Wang, Yevgeiny Elbert, Sri Akula, and Shirish Tatikonda
Panel Discussion: Take a deeper dive into execution plans, how the Hive works behind the scenes with partitions, and why explicit SQL is recommended over implicit SQL.
Invitation:
4:55pm EDT | End of Day One
November 18th
12:00- 1:00pm EDT | Special Q&A with CMS Leadership
Panelists: Ken Howard, Brent Weaver, Mark Plaugher, Ginny Valles-McCullough, Indre Goble, etc.
Presentation: Do you have some questions for ISG leadership? Come to this forum to submit questions in to be answered during this session.
Invitation:
1:00 - 1:55pm EDT | SAS Troubleshooting Tips & Tricks
Presenter: Pete Grivas
Presentation: Learn how to troubleshoot common issues in SAS Viya. SAS logging options and importing data will be covered as well as how to break your code into manageable components for testing.
Invitation:
1:55 - 2:00pm EDT | BREAK
2:00 - 2:55pm EDT | SQL Optimization Techniques
Presenters: Curtis Smith and Manpreet Khural
Presentation: During this presentation, we’ll cover user-submitted code before and after, and the approach we took to improving the performance of the code with the focus on sharing how other users of CDR can do the same.
Invitation:
2:55 - 3:00pm EDT | BREAK
3:00 - 3:55pm EDT | Hive & CAS Working Together
Presenters: Pete Grivas
Presentation: CAS provides an in-memory solution to running SAS Programs while Hive provides a distributed approach to accessing large quantities of data. This presentation will cover the best way to integrate Hive and CAS using each in a way that plays to the strengths of each.
Invitation:
3:55 - 4:00pm EDT | BREAK
4:00 - 4:55pm EDT | The Future of CAP
Presenters: Pete Grivas
Presentation: The CAP architecture is designed to abstract compute services from data. This extensible architecture allows multiple tools to access the data and allows a user to use the tools they are most comfortable with to perform their analyses. We’ll cover the future of CAP with a focus on future data science tools.
Invitation:
4:55pm EDT | End of CCSQ Data & Camp
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12:30 - 5:00pm EDT | November 17, 2020 | Day One
Format: Open House Format
Outlook Invite Download: Test Meeting.ics
Invitation: https://zoom.us/j/97242048448?pwd=OVVIeS9ESExZdmthU1hTKzNjdGdidz09
Meeting ID: 972 4204 8448
Passcode: 870919
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Meeting ID: 972 4204 8448
Find your local number: https://zoom.us/u/abWOobItwe
12:00 - 5:00pm EDT | November 18, 2020 | Day Two
Format: Open House Format
Outlook Invite Download: Test Meeting.ics
Invitation: https://zoom.us/j/97242048448?pwd=OVVIeS9ESExZdmthU1hTKzNjdGdidz09
Meeting ID: 972 4204 8448
Passcode: 870919
One tap mobile
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+1 312 626 6799 US (Chicago)
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+1 346 248 7799 US (Houston)
Meeting ID: 972 4204 8448
Find your local number: https://zoom.us/u/abWOobItwe
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Who is encouraged to attend?
from various lines of businesses (LOBs) and Application Development Organizations (ADOs). All QualityNet Analytics users are welcome to attend and automatically receive the invitation to these calls.
The recordings from previous Data Camps can be found in the section below. Slide decks and transcripts from the sessions will be uploaded after the event concludes. The Q&As from previous sessions can be found on the CCSQ Data Camp Q&A page. For questions or to obtain an invite, email servicecentersos@cms.hhs.gov.
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| CCSQ D&A Leadership IntroductionMay 15th | 1:00-2:00pm ET Presented by: Kenneth Howard Testimonials from: Grant Hughes, Jennifer Rockell & Rebecca Rothbard Session Summary | Session Recording | Slides & Additional Information |
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Join this session to learn more about CMS's vision for CCSQ Data & Analytics and learn how Databricks is being leveraged to ensure solutions align with end user needs. | Widget Connector |
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| Code Conversion and Best PracticesMay 15th | 2:00-3:00pm ET Presented by: Derek Cruikshank Session Summary | Session Recording | Slides & Additional Information |
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| CCSQ D&A Public Portal DemoMay 15th | 3:00-3:30pm ET Presented by: Maryam Ibarra Session Summary | Session Recording | Slides & Additional Information |
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| Python for SAS ProgrammersMay 15th | 3:30-4:15pm ET Presented by: Colton Rathe Session Summary | Session Recording | Slides & Additional Information |
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| R for SAS ProgrammersMay 15th | 4:15-5:00pm ET Presented by: Dan Anderson Session Summary | Session Recording | Slides & Additional Information |
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| CCSQ QuickSight Data VisualizationMay 16th | 1:00-2:00pm ET Presented by: Sarah Davis Session Summary | Session Recording | Slides & Additional Information |
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| Qualitative Analytics Capabilities Using NLPMay 16th | 2:00-3:00pm ET Presented by: Nikhil Nirhale Session Summary | Session Recording | Slides & Additional Information |
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| A Day in the Life of a ClaimMay 16th | 3:00-4:00pm ET Presented by: Gennady Sherman Session Summary | Session Recording | Slides & Additional Information |
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| CCSQ D&A Roadmap and VisionMay 16th | 4:00-5:00pm ET Presented by: Ken Howard, Alisha Hutson & Justyna Sardin Session Summary | Session Recording | Slides & Additional Information |
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| CCSQ D&A Roadmap & VisionPresented by: Kenneth Howard & Alisha Hutson
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| QuickSightPresented by: Sarah Davis
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| Data & Analytics PortalPresented by: Raphaela Hunter
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- My DUA
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| Introduction to R Coding in DatabricksPresented by: Kyle Webb
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- Brief introduction into the programming languages including data structures and functions
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- Walk through data wrangling/manipulation, data cleaning, and data aggregation demos
- Demo some plotting and visualizations
- Additional common packages used for data analytics
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| Session 4 Slide Deck Session 4 Q&A To access the notebook for this session visit: Databricks Workspace > cdr-pda-qdas > Data Camp - Fall 2023 (R Demo Notebook) |
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| Introduction to Python Coding in DatabricksPresented by: Derek Cruikshank
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- Brief introduction into the programming languages including data structures and functions
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- Walk through data wrangling/manipulation, data cleaning, and data aggregation demos
- Demo some plotting and visualizations
- Additional common packages used for data analytics
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| Session 5 Slide Deck Session 5 Q&A To access the notebook for this session visit: Databricks Workspace > cdr-pda-qdas > Data Camp - Fall 2023 (Introduction to Python) |
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| Python Coding for SAS ProgrammersPresented by: Derek Cruikshank
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| Session 6 Slide Deck Session 6 Q&A To access the notebook for this session visit: Databricks Workspace > cdr-pda-qdas > Data Camp - Fall 2023 (Python for SAS Programmers) |
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| Introduction to Machine Learning using Python in DatabricksPresented by: Deshane Joseph
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- Best practices with analyzing and exploring data
- Cleaning and prepping the data
- Building and validating logistic regression model
- Creating predictions with the model
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CCSQ D&A Roadmap & Vision | Join this session to learn more about CMS's vision for CCSQ Data & Analytics and how future planned efforts align with CMS business objectives. During this session, you will learn how human-centered design is being leveraged to ensure solutions align with end user needs, as well as how you can get involved in testing for future tools. | Widget Connector |
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| Roadmap & Vision Q&A | Introduction to Databricks | This session will explore the various capabilities of Databricks. A demo will be provided to show you how this new tool to the CCSQ D&A environment can help expand your analytic capabilities with its advanced features and catalog of programming languages. | Widget Connector |
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| Introduction to Databricks Q&A | Master Data Management (MDM) Data Overview and Updates | Learn more about the latest MDM data in this session. | Widget Connector |
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| Master Data Management (MDM) Q&A | Understanding the CCSQ D&A Portal | During this session, learn more about the CCSQ D&A Portal and how its future capabilities for training, data management, and collaboration can enhance your analytic work within the environment. | Widget Connector |
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| Portal Q&A | Databricks Deep Dive - Using SQL | Join this session for an overview of building dashboards within Databricks and using the query profiler to benchmark your SQL queries, identify bottlenecks, and optimize them for performance. | Widget Connector |
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| Using SQL Q&A | Databricks Deep Dive - Code Debugging, Performance Troubleshooting, and Exploratory Data Analysis Capabilities | Learn how Databricks features help you to troubleshoot your Spark notebook failures, and how this application's visualization and summary statistics capabilities can be used to explore your data sets to identify trends, patterns, and gaps. | Widget Connector |
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| Code Debugging & Performance Troubleshooting Q&A Code Debugging Example Notebook | Databricks Deep Dive - Workflow Jobs and Git Integration | Join this session for an overview of Databricks workflow features and how they can be used to configure pipelines to execute notebooks, SQL queries, and scripts, with dependency management, and scheduling capabilities. This will also include steps to configure git and integrate your Git repositories. | Widget Connector |
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| MDM Data | Learn more about the latest with MDM data in this session. | Widget Connector |
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| Overview of CMS Master Data Management (MDM) Data | CCSQ Data & Analytics Notebook Alternative | In this session, learn more about the new Notebook Alternative tool currently under evaluation and pilot. Watch a demo to see the functionality this tool offers, as well as hear from the pilot testers on their experience with the tool. | Notebook Alternative Part One Widget Connector |
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| Notebook Alternative Session | Meet the CMS Data Scientists | In response to costly issues and limitations with data exposed by the Covid-19 PHE, CCSQ components have been making investments so that data will be trustworthy, timely, relevant, and enables proactive administration of center programs. The Quality Innovation and Improvement Group took initiative in this vein via strategic planning with contractors, acquiring/deploying software, and, most drastically, by hiring data scientists (a new position) with modern training and expertise. In this session, you will learn about how data scientists’ roles and responsibilities have been shaped based on needs of their divisional assignments and center-wide duties. | Widget Connector |
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| CCSQ Data & Analytics - Roadmap & Vision | Listen to this session to learn more about CMS's vision for CCSQ Data & Analytics. In this session, a walkthrough will be provided on the CCSQ Data & Analytics roadmap. | Widget Connector |
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| Roadmap & Vision | Understanding the CCSQ Data & Analytics Environment | This session provides a current state view into the architecture and offerings of the CCSQ Data & Analytics Environment. New users and organizations are highly encouraged to attend! | Widget Connector |
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| Understanding the CCSQ Data & Analytics Environment | CCSQ QuickSight Overview | This session showcases what QuickSight is, how QuickSight has been used to help solve CCSQ business needs, and how to get access to start using QuickSight today. You also will be provided the latest updates on QuickSight enhancements that have been implemented in the past year. | Widget Connector |
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| QuickSight Overview | Using Data to Protect Beneficiaries and Evaluate Public Health Policies | Each year, CMS collects and maintains vast quantities of data from dozens of health programs and millions of beneficiaries. In this session, speakers will share how they used CMS databases to identify ways to improve patient safety and analyze the impact of public health policies on nursing home residents. | Widget Connector |
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| Using Data to Protect Beneficiaries and Evaluate Public Health Policies | Feedback Analysis System (FAS) Overview | Learn more about the Feedback Analysis System (FAS), and how this system accelerates the analysis of CMS stakeholder feedback through artificial intelligence (AI). The FAS system utilizes machine learning modeling (ML) and natural language processing (NLP) to categorize stakeholder feedback. Join this session to learn more! | Widget Connector |
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| Feedback Analysis System Overview | Utilizing Qualitative Analysis | During this session, you will learn how qualitative analysis is being leveraged to transform multiple reports into a more readable and consumable format. | Widget Connector |
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Anyone who utilizes SAS Viya, CDR, or has interest in CCSQ Data & Analytics in the CCSQ Community are welcome to attend. iQIES QBIC SAS Viya users should contact us by emailing us at HCQIS_data@hcqis.org to ask questions about whether certain sessions will be beneficial to them.
How do I know if certain sessions will be beneficial for me?
Check out the Schedule section on this page, which provides a detailed summary of each call.
Do I need to attend all the sessions to reap the benefits of this event?
Feel free to join the sessions you are interested in - Please review the schedule and see specific details of each event.
What happens if I cannot attend a session due to a conflict?
All of our meetings will be recorded for future reference.
Will I be able to participate in the sessions?
Yes - we encourage users to input their questions into the chat during the sessions as each session will end with a Q&A.
Can I have a copy of the presentations?
Of course! For sessions that have PowerPoint presentations, the materials will be posted shortly after the event.
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On the second day of our CCSQ Data & Analytics Data Camp at 12:00pm EDT, there will be an CMS ISG Leadership panel where users will be encouraged to send in their questions in the chat feature. We are also welcoming questions ahead of time. Please use this survey below to input some of your questions for the CMS leads.
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