We believe it’s important to have an honest discussion about expectations and limitations before we embark on a new data science adventure. We offer a range of support for researchers looking to apply machine learning techniques, from the conception of new lines of research to running large-scale models on a high-performance computing cluster on campus, or in the cloud.
Implement, tune, evaluate and explain models and results. Fundamentals for displaying quantitative and qualitative informationĪdapt and fine-tune research questions for machine intelligence to understand.Visualisation theories for decision making.Building dashboards (e.g., R shiny apps, dash apps, web apps).Interactive data visualisation systems - escaping the flatland of paper (adding interactivity to your data).Workshops in basic principles of visualisations, fundamentals of communicating with data, visual and statistical thinking, tools and techniques for building visualisations.
RICH DATA INCUBATOR SOFTWARE
Data visualisation software and open source codes (e.g., plotly, d3, gephi, dash, ggplot2, etc).Data preparation techniques for visualisation, from dot to story.We can help you develop aesthetically pleasing and effective data visualisations for your projects, from the data structure to publication. Being able to tell compelling visual stories with your data is very important in todays’ data abundant environment. However, most of these visual displays of data often fail to present a clear picture and to enable discovery, insights and analysis. We see evidence of visualisations every day, from news articles to social media shared infographics. Using abstract, non-representational pictures to illustrate data is a very complex task involving many skills: visual-artistic, empirical-statistical thinking and even logical-mathematical. “When we reason about evidence, certain methods for displaying and analyzing data are better than others Superior methods are more likely to produce truthful, credible, and precise findings” Communicate your findings with superior visualizations, giving information a truthful and credible visual context.
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