excerpt-Collaboration | Collaboration | nopanel | true |
---|
Panel |
---|
|
Alert |
---|
title | CCSQ D&A Portal is LIVE! |
---|
type | Info |
---|
|
CCSQ Data and Analytics training and resources are now available in the CCSQ D&A |
HOME | Communications Calls | Community of Practice | QNET Analytics Distro List | Archive Excerpt Include |
---|
Requesting & Getting Access | Requesting & Getting Access | nopanel | true |
---|
Panel |
---|
|
Image Removed
Panel |
---|
|
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 Data Camp is an opportunity for the user community to come and learn more about SAS Viya, CDR, and the future of CAP. Excerpt Include |
---|
CCSQ Data & Analytics | CCSQ Data & Analytics | nopanel | true |
---|
Panel |
---|
borderWidth | 0 px |
---|
title | November 17th |
---|
|
Upcoming Data Camp - November 17th and 18th
Horizontal Navigation Bar |
---|
|
Horizontal Navigation Bar Page |
---|
title | Context and Background |
---|
|
12:30- 1:00pm EDT | Welcome from CMS Leadership
1:00 - 1:55pm EDT | CCSQ Data & Analytics Environment Overview
Presenter: Mr. Peter 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
Presenter: Mr. Curtis Smith and Mr. 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: this is a panel discussion, and we encourage everyone to attend
4:55 | End of Day One
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.
Panel |
---|
borderColor | #359CCA |
---|
titleColor | black |
---|
titleBGColor | #359CCA |
---|
borderStyle | solid |
---|
title | CCSQ Data Camp |
---|
|
Horizontal Navigation Bar |
---|
Horizontal Navigation Bar Page |
---|
| Image Added
Tabs Container |
---|
| Tabs Page |
---|
| 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 |
---|
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 |
---|
width | 300 |
---|
url | https://www.youtube.com/watch?v=F87Ipc9kCB8 |
---|
height | 200 |
---|
|
| Presentation Slides Session 1 Q&A
|
|
Tabs Page |
---|
| Code Conversion and Best PracticesMay 15th | 2:00-3:00pm ET Presented by: Derek Cruikshank Session Summary | Session Recording | Slides & Additional Information |
---|
During this session, learn more about the transition from SAS programming, exploring the best language choices with use cases and their respective advantages and disadvantages. | Widget Connector |
---|
width | 300 |
---|
url | https://www.youtube.com/watch?v=p3aTtXTqCLs |
---|
height | 200 |
---|
|
| Presentation Slides Notebook Session 2 Q&A |
|
Tabs Page |
---|
| CCSQ D&A Public Portal DemoMay 15th | 3:00-3:30pm ET Presented by: Maryam Ibarra Session Summary | Session Recording | Slides & Additional Information |
---|
During this session, learn more about the CCSQ D&A Portal and how its capabilities for training, data management, and collaboration can enhance your analytic work within the environment. | Widget Connector |
---|
width | 300 |
---|
url | https://www.youtube.com/watch?v=LNV_OLy6uwk |
---|
height | 200 |
---|
|
| Presentation Slides Session 3 Q&A |
|
Tabs Page |
---|
| Python for SAS ProgrammersMay 15th | 3:30-4:15pm ET Presented by: Colton Rathe Session Summary | Session Recording | Slides & Additional Information |
---|
Join this session for a demonstration on how to do common SAS code within Python. | Widget Connector |
---|
width | 300 |
---|
url | https://www.youtube.com/watch?v=S4r6Vk5Aa80 |
---|
height | 200 |
---|
|
| Presentation Slides Notebook Session 4 Q&A |
|
Tabs Page |
---|
| R for SAS ProgrammersMay 15th | 4:15-5:00pm ET Presented by: Dan Anderson Session Summary | Session Recording | Slides & Additional Information |
---|
Join this session for a demonstration on how to do common SAS code within R. | Widget Connector |
---|
width | 300 |
---|
url | https://www.youtube.com/watch?v=ZnAMv1X8Jhk |
---|
height | 200 |
---|
|
| Presentation Slides Notebook Session 5 Q&A |
|
Tabs Page |
---|
| CCSQ QuickSight Data VisualizationMay 16th | 1:00-2:00pm ET Presented by: Sarah Davis Session Summary | Session Recording | Slides & Additional Information |
---|
Join this session to learn more about what CCSQ QuickSight is and how you can leverage it for your analytical work and deliver dashboards and reports to your end users. | Widget Connector |
---|
width | 300 |
---|
url | https://www.youtube.com/watch?v=69yMAWKgMZU |
---|
height | 200 |
---|
|
| Presentation Slides Session 6 Q&A |
|
Tabs Page |
---|
| Qualitative Analytics Capabilities Using NLPMay 16th | 2:00-3:00pm ET Presented by: Nikhil Nirhale Session Summary | Session Recording | Slides & Additional Information |
---|
Join this session to learn more about CCSQ's work to expand Natural Language Processing abilities within the environment. | Widget Connector |
---|
width | 300 |
---|
url | https://www.youtube.com/watch?v=Oc0HGaehtRk&feature=youtu.be |
---|
height | 200 |
---|
|
| Presentation Slides Notebook Session 7 Q&A |
|
Tabs Page |
---|
| 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 |
---|
An overview of submission, processing, and management of Fee-For-Service (FFS) claims in CMS | Widget Connector |
---|
width | 300 |
---|
url | https://www.youtube.com/watch?v=Q1mIJsvtcuk |
---|
height | 200 |
---|
|
| Presentation Slides Session 8 Q&A |
|
Tabs Page |
---|
| 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 |
---|
Join this session to learn more about CMS's vision for CCSQ Data & Analytics and how future planned efforts align with CMS business objectives. | Widget Connector |
---|
width | 300 |
---|
url | https://www.youtube.com/watch?v=O_Us6TefGWs |
---|
height | 200 |
---|
|
| Presentation Slides Session 9 Q&A |
|
|
|
Horizontal Navigation Bar Page |
---|
| Image Added
Tabs Container |
---|
|
Tabs Page |
---|
| CCSQ D&A Roadmap & VisionPresented by: Kenneth Howard & Alisha Hutson
Session Summary | Session Recording | Slides & Additional Information |
---|
Review this session to learn more about CMS's vision for CCSQ Data & Analytics and how future planned efforts align with CMS business objectives. | Widget Connector |
---|
width | 300 |
---|
url | https://www.youtube.com/watch?v=yv5VtCE7OIw |
---|
height | 200 |
---|
|
| Session 1 Slide Deck Session 1 Q&A
|
|
Tabs Page |
---|
| QuickSightPresented by: Sarah Davis
Session Summary | Session Recording | Slides & Additional Information |
---|
Review this session to learn more about what QuickSight is and how you can leverage it for your analytical work, as well as how you can view, create, and share dashboards. You will also learn how to gain access to the application and receive support. | Widget Connector |
---|
width | 300 |
---|
url | https://www.youtube.com/watch?v=YQjHK339tnM |
---|
height | 200 |
---|
|
| Session 2 Slide Deck
Session 2 Q&A |
|
Tabs Page |
---|
| Data & Analytics PortalPresented by: Raphaela Hunter
Session Summary | Session Recording | Slides & Additional Information |
---|
This session is a demonstration of capabilities that will be coming soon with the D&A Portal featuring: - Landing Page
- My Access
- My DUA
| Widget Connector |
---|
width | 300 |
---|
url | https://www.youtube.com/watch?v=G24tYEK6UOc |
---|
height | 200 |
---|
|
| Session 3 Slide Deck
Session 3 Q&A |
|
Tabs Page |
---|
| Introduction to R Coding in DatabricksPresented by: Kyle Webb
Session Summary | Session Recording | Slides & Additional Information |
---|
- Brief introduction into the programming languages including data structures and functions
- Discuss dataframes and accessing data within the environment
- Walk through data wrangling/manipulation, data cleaning, and data aggregation demos
- Demo some plotting and visualizations
- Additional common packages used for data analytics
| Widget Connector |
---|
width | 300 |
---|
url | https://www.youtube.com/watch?v=anjqN2bjgPE |
---|
height | 200 |
---|
|
| 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) |
|
Tabs Page |
---|
| Introduction to Python Coding in DatabricksPresented by: Derek Cruikshank
Session Summary | Session Recording | Slides & Additional Information |
---|
- Brief introduction into the programming languages including data structures and functions
- Discuss dataframes and accessing data within the environment
- Walk through data wrangling/manipulation, data cleaning, and data aggregation demos
- Demo some plotting and visualizations
- Additional common packages used for data analytics
| Widget Connector |
---|
width | 300 |
---|
url | https://www.youtube.com/watch?v=XEi-0lGYj0o |
---|
height | 200 |
---|
|
| 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) |
|
Tabs Page |
---|
| Python Coding for SAS ProgrammersPresented by: Derek Cruikshank
Session Summary | Session Recording | Slides & Additional Information |
---|
Review this session for a demonstration on how to do common SAS code within Python | Widget Connector |
---|
width | 300 |
---|
url | https://www.youtube.com/watch?v=INBkQap8sjw |
---|
height | 200 |
---|
|
| 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) |
|
Tabs Page |
---|
| Introduction to Machine Learning using Python in DatabricksPresented by: Deshane Joseph
Session Summary | Session Recording | Slides & Additional Information |
---|
- Best practices with analyzing and exploring data
- Cleaning and prepping the data
- Building and validating logistic regression model
- Creating predictions with the model
| Widget Connector |
---|
width | 300 |
---|
url | https://www.youtube.com/watch?v=0KO4OF-MHlE |
---|
height | 200 |
---|
|
| Session 7 Slide Deck Session 7 Q&A To access the notebook for this session visit: Databricks Workspace > cdr-pda-qdas > Data Camp - Fall 2023 (datacamp-ml-example) |
|
|
|
Horizontal Navigation Bar Page |
---|
| Image Added
Session | Session Summary | Videos | Q&A |
---|
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 |
---|
width | 300 |
---|
url | https://www.youtube.com/watch?v=qqTaPefZ254 |
---|
height | 200 |
---|
|
| 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 |
---|
width | 300 |
---|
url | https://www.youtube.com/watch?v=TQgyTZxWkjA |
---|
height | 200 |
---|
|
| 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 |
---|
width | 300 |
---|
url | https://www.youtube.com/watch?v=gL-GFnPaHNg |
---|
height | 200 |
---|
|
| 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 |
---|
width | 300 |
---|
url | https://www.youtube.com/watch?v=srvolMOjuc0 |
---|
height | 200 |
---|
|
| 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 |
---|
width | 300 |
---|
url | https://www.youtube.com/watch?v=avfgG5AA3P4 |
---|
height | 200 |
---|
|
| 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 |
---|
width | 300 |
---|
url | https://www.youtube.com/watch?v=A4rGI13U4N4 |
---|
height | 200 |
---|
|
| 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 |
---|
width | 300 |
---|
url | https://www.youtube.com/watch?v=-AOUmNRH6rQ |
---|
height | 200 |
---|
|
| Workflow Jobs and Git Integration Q&A |
|
Horizontal Navigation Bar Page |
---|
| Image Added
This year’s theme was on “Quality Data Analytics Innovation”, as our session speakers will provide guidance and perspective on CCSQ’s future enhancements and vision for both data and analytics tools. Info |
---|
Fall 2022 recordings are currently being edited for 508 compliance and will be made available soon. |
Agenda for Day One: Session | Session Summary | Videos | Q&A |
---|
Kick Off | Listen this session to be introduced to our CCSQ Data Camp theme and sessions. CCSQ Leadership will provide opening thoughts to provide us perspective before our CCSQ Data Camp begins. | Widget Connector |
---|
width | 300 |
---|
url | https://www.youtube.com/watch?v=VtopafsNF6o |
---|
height | 200 |
---|
|
|
| MDM Data | Learn more about the latest with MDM data in this session. | Widget Connector |
---|
width | 300 |
---|
url | https://www.youtube.com/watch?v=A2-JS3F7h40 |
---|
height | 200 |
---|
|
| 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 |
---|
width | 300 |
---|
url | https://www.youtube.com/watch?v=OYjDb_85Ntg |
---|
height | 200 |
---|
|
Notebook Alternative Part Two Widget Connector |
---|
width | 300 |
---|
url | https://www.youtube.com/watch?v=euzjrvDeHB8 |
---|
height | 200 |
---|
|
| 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 |
---|
width | 300 |
---|
url | https://www.youtube.com/watch?v=s-VtsesVneo |
---|
height | 200 |
---|
|
|
| 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 |
---|
width | 300 |
---|
url | https://www.youtube.com/watch?v=2q72gQGThYI |
---|
height | 200 |
---|
|
| 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 |
---|
width | 300 |
---|
url | https://www.youtube.com/watch?v=2q72gQGThYI |
---|
height | 200 |
---|
|
| 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 |
---|
width | 300 |
---|
url | https://www.youtube.com/watch?v=Z-nkUbpfWHk |
---|
height | 200 |
---|
|
| 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 |
---|
width | 300 |
---|
url | https://www.youtube.com/watch?v=QsQH08_wP0E |
---|
height | 200 |
---|
|
| 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 |
---|
width | 300 |
---|
url | https://www.youtube.com/watch?v=3PE-Hhh9lrU |
---|
height | 200 |
---|
|
| 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 |
---|
width | 300 |
---|
url | https://www.youtube.com/watch?v=y3cx0escih4 |
---|
height | 200 |
---|
|
| Utilizing Qualitative Analysis |
|
|
|
HTML |
---|
<style>#title-text {
display:none !important;
}
.aui-navgroup-primary {
font-size: 1.25em;
font-weight: bold;
}
.page-metadata-modification-info {
display:none !important;
}
</style>
|
Horizontal Navigation Bar Page |
---|
|
Panel |
---|
|
8:30- 9:00 | Welcome from CMS Leadership
9:00 - 9:45 | A Gold Mining Adventure – Using Natural Language Processing and Machine Learning to find Gold in Unstructured Data
Presenter: Chris Schilstra
Presentation: Join us to "dig for gold" in sizeable textual data sets to uncover stakeholder themes and sentiment, with industry-standard accuracy rates. We will compare two thematic/sentiment model visualizations with a presentation and demo and explore the importance of incorporating Human-Centered Design (HCD) with Artificial Intelligence (AI).
Areas of interest: Data, Design, Policy, Technology
9:45 - 10:00 | BREAK
10:00 - 10:45: Catch Me if You Can – How to Fight Fraud, Waste and Abuse using Machine Learning AND Machine TEACHING (by human)
Presenter: Cupid Chan
Plenary Session: Machine Learning (ML) is often the focus of an Artificial Intelligence (AI) discussion, but Machine TEACHING is just as important. This session will intersect a technical conversation with a real business context: Fraud, Waste, and Abuse.
Areas of interest: this is the morning plenary session, and we encourage everyone to attend.
10:45 - 11:00 | BREAK
11:00 - 11:30 | How Humans Make AI Work
Presenters: Ian Lowrie and Stephanie Warren
Presentation: “Artificially intelligent” systems rely on complex combinations of humans and machines to produce the desired user experiences, posing challenges for service design and ultimately affecting overall user trust and user experience. This session will explore systems like chatbots and provide practical guidance for UX professionals working with or curious about Artificial Intelligence (AI).
Areas of interest: Data, Design, Product, Technology
11:30 - 12:00 | BREAK
12:00 - 1:15 | Capabilities and Challenges for Machine Learning focused on Preserving Privacy and CMS Healthcare Goals
Presenters: Keith McFarland (moderator) and panelists: Combiz Abdolrahimi, Steve Geller, Harlan Krumholz, MD, Darryl Marshall and Bin Shao, Ph.D.
Panel Discussion: Machine Learning (ML) can support patient care improvement while managing costs, but there are risks involved. Join us for a panel discussion on how a ML approach can be implemented without compromising reliability, trustworthiness, and safety. The panel of professionals will share their knowledge in areas including Human-Centered Design (HCD), Health Privacy, Data, and more.
Areas of interest: this is a panel discussion, and we encourage everyone to attend
1:15 - 2:00 | BREAK
2:00 - 2:45 | Federated Learning to Collect Mobile Patient-Reported Outcomes
Presenters: Dr. Rachele Hendricks-Sturrup and Dr. Sara Jordan
Plenary Session: Health data requires unique privacy and governance protections, and patient-reported outcomes measures (PROs/PROMs) data is no exception. We will discuss what it takes to ensure patient privacy in federated learning architectures.
Areas of interest: this is our afternoon plenary session, everyone is encouraged to attend
2:45 - 3:00 | BREAK
3:00- 3:45 | Using Human-Centered Machine-Learning (HCML) to Improve Data Quality & Data Governance Projects
Presenter: Edward F. O'Connor
Presentation: Are you interested in understanding the components of a real-world and complex Machine Learning (ML) project? Join us as we walk through the implementation process of combining Human-Centered Design (HCD) techniques into a ML project.
Areas of interest: Data, Design, Product, Strategy, Technology
3:45 - 4:00 | Closing Remarks