
Inferring Edge: onSoc's flagship product, Hypothesizen, provides a pedagogical and scientific platform for improving users' reasoning. By applying Hypothesizen's interactive interface, personalized learning paths and cloud-based knowledge-computing, users gain practical insight into the principles behind all the major scientific methodologies -- statistical inference, Bayesian inference, machine learning and artificial intelligence. Whether you are a student, educator, researcher or professional data wrangler, onSoc's tools can give you the inferring edge.
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Learning Apps produced by onSoc offer engaging introductions to scientific inference together with helping learners efficiently acquire important intuitions about corresponding inference methods. These interfaces, coherently combined and sequenced help bring alive new types of interactive interactive courses.
Interactive Courses delivered by onSoc are qualitatively different in that they emphasize multiparadigm inference in conjunction with cutting-edge developments in HPC and knowledge-computing. Combining onSoc's technologies with the versatility of the Wolfram Language (along with Python and R modules) these courses equip students with the inferential, computing and communication skills needed to record their progress and build personalized portfolios.
Personalized Portfolios allow learners to organize and showcase statistical tests, data analyses and any other computed inferences. By buiding a lifelong record of their computed inferences, students become better-placed to seize new opportunities in a data-rich world not only through displaying their advanced reasoning skills but also their various computational competencies.
Computational Competencies are frequently overlooked in performing and productionizing data-analytic skills. onSoc provides resources for enhancing inter-alia: computational thinking; large data collation; software development and architecture; communicating the results of data-backed inferences. Finally, an overarching competency is the realization that sophisticated inferences don't occur in a vaccum but are situated in a wider, eithical culture of tuth telling.
Truth Telling is under considerable pressure today from various ideologies and onSoc's tools and materials are designed to promote the core values of rigorous reasoning, transparency and the value of a pervasive data science literacy. Fostering such values need constant attention and onSoc aims to play its part through participating in communities of practice, blogs, contributing to standards and norms, innovating while participating in onging debates about the reach and application of AI.