Please login here to save this document to a list.
If you don't have an account, you can register for free here.
BENEFITS OF DOCUMENT
DOCUMENT DESCRIPTION
This is a step by step implementation of Covid-19 predictive modeling using LSTM recurrent neural network and SIR epidemiological model. You will be walked through a data science project led by RMDS lab on the topic of coronavirus. Specifically,
1) Collecting and preprocessing data of COVID-19
2) Use machine learning techniques to model the historical data
3) Data visualization
RMDS Lab is a pioneer in developing data science and AI ecosystems, and in offering extensive assistance for data science with its unique RM4Es framework, ResearchMap, and ecosystem approach. We exist to empower our clients worldwide to achieve successful, data-driven results. With resources and tools in our robust scientific community, we have the capability to advance your project impact through data impact consultation and AI-powered services that evaluates your needs, deploys the necessary solutions, and maximize the effectiveness.
RMDS expands your company's reach to find new technologies and resources with the goal of reshaping how commercial clients, researchers and data scientists with industry experience work together to develop high-impact data science solutions.
We have a long-standing Ecosystem of data scientists, engineers and subject matter experts, eager to be your trusted partner, enhance your research, increase the success rate of your work, and leverage the power of analytics. Each of our consultant teams has experience delivering and commercializing E2E data science solutions and software.
Got a question about the product? Email us at [email protected] or ask the author directly by using the "Ask the Author a Question" form. If you cannot view the preview above this document description, go here to view the large preview instead.
Source: Best Practices in COVID-19, Data Science PDF: Data Analytics and Visualization Utilizing COVID-19 Data PDF (PDF) Document, RMDS Lab
ABOUT THE AUTHOR: RMDS LAB
RMDS is an ecosystem service provider that empowers data science professionals and businesses worldwide to achieve successful, data-driven results. Our community members have access to tools and resources that enhance their research and increase the success rate of their work. Learn more at
RMDS Lab has published 3 additional documents on Flevy.
DOCUMENT DETAILS
![]() | Download our free compilation of 50+ Strategy & Transformation slides and templates. Frameworks include McKinsey 7-S Strategy Model, Balanced Scorecard, Disruptive Innovation, BCG Experience Curve, and many more. To receive this free download, enter your email address below and click the "Email Me" button. |
|
"Flevy is our 'go to' resource for management material, at an affordable cost. The Flevy library is comprehensive and the content deep, and typically provides a great foundation for us to further develop and tailor our own service offer."
– Chris McCann, Founder at Resilient.World
|
|
"As a consultant requiring up to date and professional material that will be of value and use to my clients, I find Flevy a very reliable resource.
The variety and quality of material available through Flevy offers a very useful and commanding source for information. Using Flevy saves me time, enhances my expertise and ends up being a good decision." – Dennis Gershowitz, Principal at DG Associates
|
|
"As a consulting firm, we had been creating subject matter training materials for our people and found the excellent materials on Flevy, which saved us 100's of hours of re-creating what already exists on the Flevy materials we purchased."
– Michael Evans, Managing Director at Newport LLC
|
|
"I like your product. I'm frequently designing PowerPoint presentations for my company and your product has given me so many great ideas on the use of charts, layouts, tools, and frameworks. I really think the templates are a valuable asset to the job."
– Roberto Fuentes Martinez, Senior Executive Director at Technology Transformation Advisory
|
|
"As an Independent Management Consultant, I find Flevy to add great value as a source of best practices, templates and information on new trends. Flevy has matured and the quality and quantity of the library is excellent. Lastly the price charged is reasonable, creating a win-win value for the customer, Flevy and the various authors. This is truly a service that benefits the consulting industry and associated clients. Thanks for providing this service. "
– Jim Schoen, Principal at FRC Group
|
|
"As a small business owner, the resource material available from FlevyPro has proven to be invaluable. The ability to search for material on demand based our project events and client requirements was great for me and proved very beneficial to my clients. Importantly, being able to easily edit and tailor the material for specific purposes helped us to make presentations, knowledge sharing, and toolkit development, which formed part of the overall program collateral. While FlevyPro contains resource material that any consultancy, project or delivery firm must have, it is an essential part of a small firm or independent consultant's toolbox."
– Michael Duff, Managing Director at Change Strategy (UK)
|
|
"FlevyPro has been a brilliant resource for me, as an independent growth consultant, to access a vast knowledge bank of presentations to support my work with clients. In terms of RoI, the value I received from the very first presentation I downloaded paid for my subscription many times over! The quality of the decks available allows me to punch way above my weight – it's like having the resources of a Big 4 consultancy at your fingertips at a microscopic fraction of the overhead."
– Roderick Cameron, Founding Partner at SGFE Ltd
|
|
"If you are looking for great resources to save time with your business presentations, Flevy is truly a value-added resource. Flevy has done all the work for you and we will continue to utilize Flevy as a source to extract up-to-date information and data for our virtual and onsite presentations!"
– Debbi Saffo, President at The NiKhar Group
|
![]() Do You Want to Get Lean?
We've assembled 40 Lean Six Sigma guides: Lean Management, Six Sigma, Strategy Planning, Process, and Change Management.
|
![]() Waste Too Much Time on PowerPoint?
Get our FREE PowerPoint Plugin (Flevy Tools) for creating common business diagrams, from Gantt Charts to Harvey Balls.
|
![]() Do You Run a Consulting Firm?
Learn how to level the playing field with global consulting firms, like McKinsey, BCG, Bain, E&Y, and Accenture.
|
![]() Need Help with PowerPoint or Excel?
Have our highly trained staff create the exact documents you need. We offer PowerPoint and Excel document creation services.
|
© 2012-2023 Copyright. Flevy LLC. All Rights Reserved.