Precision Medicine Driven by Bioinformatics and AI
The 19th and 20th centuries saw milestone achievements in medicine. From the development of the “germ theory” to the first vaccine; from the first stethoscope to the first practical electrocardiograph....
What To Look For When Hiring A Data Engineer
In a world where big data is driving huge value for organizations across many industries, Data Engineers are in demand. The recruitment rate of Data Engineers shows a 33% annual increase according to LinkedIn’s 2020 Emerging Jobs Report....
Reproducibility with R
In order to analyze any dataset you need a process. If those data sets involve vast amounts of information, how do you always ensure that the same exact same processes are followed each time?...
How AI and ML impact business management and drive value
Artificial Intelligence (AI) is changing the way companies do business at all levels. Not only is it at the cutting edge of innovation, it is also the creator of new types of businesses....
SAS to R
There’s a switch that’s beginning to sweep across digital domains globally; it’s the transition from using the legacy-based SAS proprietary software to R, a newer, open source, free to use software environment....
What is a business intelligence analyst?
We all talk about data being the main driver for business success but many people don’t understand exactly what that data looks like, who mines and examines it and what effect that intelligence can have on a business....
Applying data science techniques to healthcare data
Diagnostics – machine learning can be used to detect microscopic anomalies in medical images that can’t be seen by radiologists....
The progression of data in the healthcare industry
The increasing adoption of electronic information systems by the healthcare industry is generating vast amounts of data from which data scientists can extract valuable information. ...
Managing asynchronous backend tasks with Django and Celery
I recently encountered a use-case that required the management of multiple long-running backend tasks while also necessitating granular updates on the state and progress of each task....
Work from home tips
In the recent days of COVID-19 and population lockdowns, there has been much information in the media surrounding personal safety, economics and public health....
Procogia at RStudio conference 2020
In January, a cadre of us from ProCogia joined over 2,000 other R users in San Francisco for the 5th annual RStudio::conf. Despite being a long time R user, this was my first time attending an R specific conference. What a reminder of the enthusiastic and diverse community we have!...
Dynamic filtering with vue.js and R markdown
R Markdown is a fantastic resource for creating static documents for users to consume your data. However, while R Markdown is extremely capable for standard use cases, it can prove limiting when your requirements are less straightforward....
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