Learning to code using generative AI- mindmap - inverse bloom
Hello all
I hope you find this useful
I am sharing a mindmap we developed for learning to code. I will share more as we develop it
In our course at?#universityofoxford, (Artificial Intelligence: Generative AI, Cloud and MLOps (online) https://lnkd.in/dcdrjSC2 ) ,?I have been?working on the idea of inverse bloom / reverse bloom taxonomy for some time?
We initially trialled this for the metaverse and then I extended it for learning to code
I share our ideas below
Its likely we will deploy this through the Erdos research labs first?
Here is a thought experiment
If you were to learn to code today - would you learn in the same way as you did a year ago?
I propose not
Essentially, today, you would use Generative AI as a co-pilot
But its?more than generative AI
We are extending this idea by creating a pedagogy (Inverse Bloom) as per my previous post
The idea of inverse bloom taxonomy is (deceptively) simple?- it involves flipping (inverting) the well-known Bloom's taxonomy in education
We start with creativity in learning?
The challenge is - to tie back to the fundamentals
To achieve this objective, we use a two-sided mindmap?as a framework / navigation tool for teachers
The left hand side of the mindmap?is the application perspective
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The right hand side is the foundations
We start with the end in mind i.e. to build a web service, app etc
Hence the creativity
We consider a real life use case (ex ecommerce)?
But map to foundations?
Hence, the mindmap serves as a pedagogical tool for a teacher
combined with generative AI, we can create personalised learning paths
This approach is intentionally far from 'Hello world' but I believe its?possible today - led by generative AI and a new pedagogy which we are developing
Below is the two sided mindmap?we created.
Its still work in progress.
I shall share more as we develop.?
We plan to map other use cases
We are investing in c# and .net because we are tying development to higher level problems through autonomous AI agents which combines full stack development and AI development
Ultimately, we plan to help developers for implementing both greenfield and brownfield projects??
You can download the mindamp here
Many thanks to Christoffer Noring Ay?e Mutlu Dr. Yogita Khedkar Alexander Ash
Explorer, Entrepreneur, Educator & Enterprise Engineer
12 个月I'm using BING's AI generated search to teach me what's missing - i.e., conceptual gaps in a machine learning course from eCornell - particularly the theoretical content to Python applications. So, certainly your mind maps would help course content creation, including individualized teaching processes.
HR Analytics and Digitisation of HR - expert at Kingston Business School
12 个月S Asieh Tabaghdehi
Katie Savage Diego Colombo Scott Hanselman