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Information Theory

Thoughts on Learning Systems

Thoughts on Learning Systems

29/01/2017 By debkr

It seems clear to me (after thinking about & studying both learning and learning systems recently – as well as participating in several, both online & through distance learning) that a proper learning system – as I envisage it & will create it – follows this basic process [stated as description of ALGORITHM(S) – note that this is in very rough note form only!]:

1. READ unstructured textual information & conduct CONCEPT or KEYWORD ANALYSIS > ie HIGHLIGHT key ideas/concepts as you go > this is dependent upon what is deemed RELEVANT at that TIME > this can come from a database of CONCEPTS’ aka keywords & key phrases, RANKED for RELEVANCY (needs to be seeded ie pre-populated by HUMAN but later can be BUILT UPON by AI thru RECURSIVE LEARNING); text is parsed, OCCURENCE of keywords & phrases counted & recorded, CONTEXT of key word/phrase occurrence is noted > basically the web search algo but applied to a specific knowledge domain

[Read more…] about Thoughts on Learning Systems

Filed Under: Artificial Intelligence, Blog, Ed Tech, Information Theory, Learning/Development, Personalised Training Plan Tagged With: learning about learning

Ed Tech PTP: Summary Syllabus

Ed Tech PTP: Summary Syllabus

03/05/2016 By debkr

ed-techMy newly-established EdTech Personalised Training Plan includes the following streams:

1. Information Theory Stream
2. Learning/Development Stream: how humans learn vs. how machines learn + developing machines to augment human learning
3. Collaborative Learning Stream
4. Innovation Stream
5. Agile Methodologies Stream
6. Educational Technology Stream: to review the technological and presentational innovations shaping education and L&D

Refer my earlier post “Learning About Learning” for some background on this new/additional PTP.

Filed Under: 21st Century Careers, Artificial Intelligence, Blog, Collaborative Learning, Ed Tech, Information Theory, Learning/Development, Machine Learning, Personalised Training Plan, Programming, Programming Projects Tagged With: accelerated learning, agile, agile methodologies, augmented learning, collaboration, ed tech, edtech, education, information theory, innovation, L&D, learning, learning & development, machine learning, technology, training

Learning About Learning

Learning About Learning

03/05/2016 By debkr

learning-about-learningAs I’ve been going along in this mission of discovery that is my mid-life career-change search, I’ve come to realise just how important Learning & Development really is to me. It’s become a key area for me to look further into – especially in response to my wholly-positive experiences of MOOC’s so far and in relation to my budding interest in all things programming- and technology-led.

I’ve been thinking more and more about the ideas Accelerated Learning and Augmented Learning (specifically in relation to an ongoing developmental Programming Project). In brief, this is about how machine learning and artificial intelligence can be used to help and empower humans, rather than just be there to make rich people more money and put more people out of jobs and into long-term unemployment or underemployment. [Read more…] about Learning About Learning

Filed Under: Artificial Intelligence, Blog, Collaborative Learning, Ed Tech, Information Theory, Learning/Development, Machine Learning, Personalised Training Plan, Programming, Programming Projects Tagged With: accelerated learning, augmented learning, development, ed tech, edtech, education, information theory, learning, machine learning, programming, skill, software/programming, study, syllabus, technology-led, training, transition, unemployment

Claude Shannon: the father of Information Theory

Claude Shannon: the father of Information Theory

30/04/2016 By debkr

claude shannon father of information theoryA little something for me to follow up on when I’ve got some spare time…

Claude Shannon: the father of Information Theory

Filed Under: Computer Science, Digital Business Systems, Information Theory, Machine Learning, Personalised Training Plan Tagged With: claude shannon, information, information theory

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