Category Archives: Education Statistics

Driving decisions through data in Australia’s Higher Education sector

Students in 2017 - 2 of these are likely to leave by 2018

Did you know the current university attrition rate sees one-in-five students leave their course in the first year – resulting in $3.5 billion of lost student lifetime value across the student lifecycle? And that one-in-three university students fail to complete the course they enrolled in within six years of beginning it?

Both trends are impacting Australia’s current higher education sector, and have the potential to adversely impact our country’s future economic prosperity considering fewer skilled graduates are entering the workforce.… Visit the author's original post

Power BI Dashboard in A Day

Power BI headerI love Power BI (really, it’s still my favourite service, 18 months after I first fell in love with it). And I am often caught sharing ways that it can be used in education – whether it’s for simple dashboards, or as a decision support tool for meetings, or for a live stream map of student movement around your university campus. And I like hearing stories about how other people are using it to tell stories – stories uncovered by looking at data in new ways.… Visit the author's original post

Getting started with Power BI–a free e-book from Microsoft Press

If you’re a follower of this blog, or you’ve met me or seen me present in the last year, you’ll know I’m a huge fan of Power BI – the very clever and powerful service that makes Self-Service BI a sudden reality. When I show people Power BI I see their eyes light up, as they imagine the way it could help them unlock information from all of the data held in their organisation. In my experience, schools, TAFEs and universities in Australia have massive amounts of data – and staff are often frustrated because they can’t take advantage of it.… Visit the author's original post

Learning Data Science through a free online course

Last year I shared information on the Machine Learning course I took on edX, which taught me how to implement Azure Machine Learning services, and allowed me to build predictive data models. I’ve subsequently spoken with people who took the course on my recommendation, and have built interesting predictive models for student behaviour. One person created a model that used the data in their Student Information System to predict which students would fail a course – and which is 90% accurate!… Visit the author's original post

Free edX Power BI course – starts next week

imageThere’s a brand new free edX course starting next week - “Analysing and Visualising Data with Power BI”, taught by Will Thompson. It is the perfect opportunity to learn how you can start to build an education analytics system for your schoolTAFEuniversity. I am a massive fan of using Power BI in education, because of the potential it offers to unlock institutional data and put the power  of analysis into the hands of users (rather than conventional BI systems that have concentrated on putting ‘reports’ into users hands).… Visit the author's original post

Power BI in education – telling stories with data

Power BI in Education

Last year, I recorded an example of using the Power BI in education, and specifically the Q&A service, to turn data into information on Australian universities (you can see it here on YouTube). Recently, I’ve been creating an example with school data, to show another way of using Power BI in education. This latest example is a walk-through of the Q&A side of Power BI, which provides the ability for users to ask questions about data using a simple search box.… Visit the author's original post

Two ways to use Azure Machine Learning in education

You can't read anything about technology trends these days without reading about Big Data and the power of algorithms. It pops up in education with lots of discussions of education analytics/learning analytics and a pile of other acronyms.  I think that the discussion is so intense in education is because it’s one of the key sectors that could tap into the power of data to improve business processes – whether that’s improving administration or improving teaching and learning. And it links directly to work our teams are doing with analytics and cloud services.… Visit the author's original post