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Building a COVID-19 Dashboard with Tableau
We all are experts in telling stories with words and sentences. But, have you ever heard of telling stories with data? This sounds intriguing. Well, it sounded the same for me too.  Being able to tell stories with data is a skill that is becoming ever more important in... Read more
An Introduction to AWS Networking – Virtual Private Cloud
Cloud computing is one of the major trends in computing today and has been for many years. Public cloud providers have transformed the start-up industry and what it means to launch a service from scratch. We no longer need to build our own infrastructure; we can pay public cloud... Read more
What Happens to Housing Prices If People Leave a City?
Four years ago I moved to Boston for my first job, fresh-faced and ready to experience the city. I quickly followed the millennial trajectory of paying too much for a too-small apartment in the heart of the city. I traded off space and conveniences for access. I could walk... Read more
Vision loss among the elderly is a major healthcare issue: about one in three people have some vision-reducing disease by the age of 65. Age-related macular degeneration (AMD) is the most common cause of blindness in the developed world. Source: Using AI to predict retinal disease progression Read more
Processing Images Through Segmentation Algorithms
Image segmentation is considered one of the most vital progressions of image processing. It is a technique of dividing an image into different parts, called segments. It is primarily beneficial for applications like object recognition or image compression because, for these types of applications, it is expensive to process... Read more
In the previous post you got an overview about interpretability, and the different explainers available in the Interpret-Text tool. In this post, you will get an understanding of how to use one of the explainers: Unified Information Explainer. The Unified Information Explainer can be used when a unified and intelligible... Read more
A Look Inside the AI Runtime from Microsoft
Today, I want to wear my software archeology hat, and share with you one story about the AI efforts at Microsoft and how Microsoft built its open-source high-performance AI runtime that is saving the company time and money. A couple of years ago, I decided to create .NET bindings... Read more
In the previous post, you got an overview about interpretability, and the different explainers available in the Interpret-Text tool. In this post you will get an understanding of how to use one of the explainers: Introspective Rationale Explainer. To generate an outstanding text fragment of important features for training a classification... Read more
In the previous post you got an overview of interpretability, and the different explainers available in the Interpret-Text tool. In this post, you will get an understanding of how to use one of the explainers: Classical Text Explainer. The Classical Text Explainer is an interpretability technique used on classical machine... Read more
Responsible AI: Interpret-Text
Artificial intelligence (AI) systems have a growing impact on people’s lives on an every-day-level, thus it is fundamental to protect people, understand models, and control ai systems. While machine learning (ML) services are constantly developing, Microsoft emphasizes the ethical principles that put people first, meaning that employees are working to ensure... Read more