- AI in Healthcare: A review of innovative startups - Sep 30, 2020.
The AI innovation in healthcare has been overwhelming with the Global Healthcare AI Market accounting for $0.95 billion in 2017, and is expected to reach $19.25 billion by 2026. What drives this vibrant growth?
AI, Coronavirus, COVID-19, Healthcare, Startups
- Visualization Of COVID-19 New Cases Over Time In Python - Sep 15, 2020.
Inspired by another concise data visualization, the author of this article has crafted and shared the code for a heatmap which visualizes the COVID-19 pandemic in the United States over time.
Coronavirus, COVID-19, Data Visualization, Python, Time Series, Visualization
- How Data Science Is Keeping People Safe During COVID-19 - Aug 25, 2020.
Data, and more importantly, the way people use it, is shaping and refining approaches to COVID-19 safety. Here's a closer look at how this is happening.
Coronavirus, COVID-19, Data Science, Safety
- How to make AI/Machine Learning models resilient during COVID-19 crisis - Jun 11, 2020.
COVID-19-driven concept shift has created concern over the usage of AI/ML to continue to drive business value following cases of inaccurate outputs and misleading results from a variety of fields. Data Science teams must invest effort in post-model tracking and management as well as deploy an agility in the AI/ML process to curb problems related to concept shift.
AI, Coronavirus, COVID-19, Machine Learning, Model Drift, Modeling
- Why Do AI Systems Need Human Intervention to Work Well? - Jun 5, 2020.
All is not well with artificial intelligence-based systems during the coronavirus pandemic. No, the virus does not impact AI – however, it does impact humans, without whom AI and ML systems cannot function properly. Surprised?
AI, Coronavirus, Humans, Machine Learning, Watson
AI and Machine Learning for Healthcare - May 14, 2020.
Traditional business and technology sectors are not the only fields being impacted by AI. Healthcare is a field that is thought to be highly suitable for the applications of AI tools and techniques.
AI, Coronavirus, COVID-19, Healthcare, Machine Learning
- Best Coronavirus Projections, Predictions, Dashboards and Data Resources - May 6, 2020.
Check out this curated collection of coronavirus-related projections, dashboards, visualizations, and data that we have encountered on the internet.
Coronavirus, COVID-19, Dashboard, Predictions, Resources
- Outbreak Analytics: Data Science Strategies for a Novel Problem - Apr 30, 2020.
You walk down one aisle of the grocery store to get your favorite cereal. On the dairy aisle, someone sick from COVID-19 coughs. Did your decision to grab your cereal before your milk possibly keep you healthy? How can these unpredictable, near-random choices be included in complex models?
Alteryx, Coronavirus, COVID-19, Data Science, Data Visualization, Forecasting
- Understanding the COVID-19 Pandemic Using Interactive Visualizations - Apr 29, 2020.
Interactive visualizations are an effective method for understanding the COVID-19 pandemic. This article presents a repository filled with just such insightful interactions.
Coronavirus, COVID-19, Data Visualization, Visualization
Coronavirus COVID-19 Genome Analysis using Biopython - Apr 29, 2020.
So in this article, we will interpret, analyze the COVID-19 DNA sequence data and try to get as many insights regarding the proteins that made it up. Later will compare COVID-19 DNA with MERS and SARS and we’ll understand the relationship among them.
Analysis, Coronavirus, COVID-19, Python
- How AI Can Help Manage Infectious Diseases - Apr 28, 2020.
With the capability to analyze huge amounts of data, including medical information, human behavior patterns, and environmental conditions, big data tools can be invaluable in dealing with deadly outbreaks.
AI, Coronavirus, COVID-19, Healthcare
- Fighting Coronavirus With AI: Improving Testing with Deep Learning and Computer Vision - Apr 22, 2020.
This post will cover how testing is done for the coronavirus, why it's important in battling the pandemic, and how deep learning tools for medical imaging can help us improve the quality of COVID-19 testing.
AI, Computer Vision, Coronavirus, COVID-19, Deep Learning, Healthcare
- 4 Steps to ensure your AI/Machine Learning system survives COVID-19 - Apr 17, 2020.
Many AI models rely on historical data to make predictions on future behavior. So, what happens when consumer behavior across the planet makes a 180 degree flip? Companies are quickly seeing less value from some AI systems as training data is no longer relevant when user behaviors and preferences change so drastically. Those who are flexible can make it through this crisis in data, and these four techniques will help you stay in front of the competition.
AI, Coronavirus, COVID-19, Deployment, Machine Learning
- How Data Science Is Being Used to Understand COVID-19 - Apr 10, 2020.
Read this overview to gain an understanding of how data scientists are working hard to learn as much about COVID-19 as they can.
Coronavirus, Data Science, Healthcare
- 3 Best Sites to Find Datasets for your Data Science Projects - Apr 9, 2020.
When first learning data science, you will inevitably find yourself looking for more datasets to practice with. Here, we recommend the 3 best sites to find datasets to spark your next data science project.
Coronavirus, Data, Data Science, Datasets, Kaggle
- Best Free Epidemiology Courses for Data Scientists - Apr 3, 2020.
Are you interested in knowing more about epidemiology, the field which studies the spread and distribution of diseases? This article collects some free courses which are intended to help you do just that.
Coronavirus, Courses, Healthcare, MOOC
- Cartoon: AI understanding of Coronavirus - Apr 1, 2020.
Here is a cartoon to distract you, showing a new level of understanding AI could reach.
AI, Cartoon, Coronavirus, Humor
COVID-19 Visualized: The power of effective visualizations for pandemic storytelling - Mar 27, 2020.
Clear, succinct data visualizations can be powerful tools for telling stories and explaining phenomena. This article demonstrates this concept as relates to the COVID-19 pandemic.
Coronavirus, Data Visualization, Visualization
