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It is still common that 'In typical elementary schools worldwide, the teaching of early arithmetic is predominantly focused on computational proficiency' (Greer et al. 2007, p. 97).
Taking an extra step to check, understand, and interpret the different results can be challenging for scientists without computational proficiency.
For instance, computational proficiency cannot be acquired by memorizing only the syntax of commands of a programming language.
Briefly, computational proficiency ensures independency of available software and enables the implementation of any desired algorithm for analysis or visualization.
Importantly, we have made ViVan available and accessible for users without computational proficiency in the virology community through an easy-to-use web server, enabling a complete analysis given raw deep sequencing data.
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Moreover, although the end-users for the aforementioned tools and methods are, for the most part, virologists studying highly diverse viral populations, these tools require the use of unix command line and other computational proficiencies which are not common in the field.
Decide based on your computer proficiency.
It will design, test, and analyze the impact of a curriculum that uses MIT educational computing technologies MIT Scratch and MIT App Inventor to enhance computational thinking, computer coding proficiency, and interest in computer science among upper-level primary school students.
Applicants should have a strong background in: computer programming, with demonstrated proficiency in Python and Matlab, analysis of electrophysiological data, development of signal processing methods for neural data, detailed computational modeling of neurons/neuronal circuits using NEURON with Python.
The ITS is built upon a framework that includes state-of-the-art computational models of the learner skill proficiencies and task procedures.
That means, based on the background of students one needs to assess the realistic need for their training to bring them up to the desired proficiency and knowledge level in computational biology.
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