Download - Education Big Data
What is BIG DATA?“
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IBM – “Every day, we create 2.5 quintillion bytes of data …”
McKinsey – “datasets whose size is beyond the ability of the typical database software tools to capture, store, manage and analyse.”
Wikipedia – “Big data sizes are a constantly moving target, as of 2012 ranging from a few dozen terabytes to many petabytes of data in a single data set.”
Really?“
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For education, today, its much less about HOW BIG IT IS, and much more
about WHAT YOU DO WITH IT.
Why should I care?“
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Work out what BIG DATA means to you. National and Regional Government, Federations and Trusts, School Leaders and Practitioners, Learners and all Stakeholders in the Learning process. All have a take.
Talking about Big Data provides a catalyst to explore what data we have access to, how we can use it, and discover in what ways that can help to support the processes in running effective and efficient organisations and to improve learning outcomes for all.
Understanding how we can APPLY Big Data to Learning is important as it can give us valuable insight into what works well, and how to replicate it.
National Pupil Database
Ofsted Data View
“Open Data Strategy”
Research and Statistics Gateway
Performance Tables
Spine Data
Census Data KS2 Attainment
KS4 Attainment
KS5 AttainmentPupil Absence
Spend per Pupil
School Workforce
Outcomes for LAC
Linking to Performance TablesAdoption Scorecards
NEET Statistics
EYFS Attainment
Admission AppealsPhonics Screening
National Pupil Projections
Exclusions Data
Private Fostering
Destinations of KS4/5
Special Educational Needs
Neighbourhood StatisticsSchool Capacity
Diploma LearningRaise OnlineParent View
Got to move from Data Collection to Data Connection!“
“Children's Centres
Independent
Early YearsInitial Teacher Education
Learning & Skills
Maintained Schools
Lets talk about Analytics“
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http://solaresearch.org/OpenLearningAnalytics.pdf
Benefits of Learning Analytics
… and of Academic Analytics
Mash it Up!“
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AttainmentOfsted
CensusWorkforce
Income and ExpenditureAttendance
Show me the average expenditure profiles for the highest attaining schools as a comparison to my own
What's the relationship between Ofsted judgement on Quality of Teaching and a schools mean salary and % QTS?
Is a higher Pupil Premium Income leading to increased progress made between KS2 and end of KS4?
Show me visually the change in performance of my school over time.
Directions:
School based to MOOCContinuing Professional Development
Corporate Learning
Some Demos ….
BIG DATA – National Data Mash Up
BIG DATA – LA’s / Federation / Trust
BIG DATA – College / School
BIG DATA – Learner
All about People and ProcessNot Technology Led
Understand where you are and what to do nextA Journey