Incremental Learning
11–20 of 22 posts
Re: Incremental Learning
#12Re: Incremental Learning
#13Useful website, in principle. HORRIBLE READING EXPERIENCE. My eyes gave up after a couple seconds.
Re: Incremental Learning
#14Earlier quoted context omitted.
It's a system for automating learning. You have thirty books. Instead of taking a month for each book, getting value sequentially, you read all thirty books at the same time, with the software splitting it up for you into tiny pieces, so you can soak them all in and get lots of knowledge simultaneously, rather than the sort of limited, controlled drip of knowledge from an individual work. It's surprisingly useful for…
This made me wonder, which languages would be best learned together. Probably a pairing like Italian, French, Spanish would work well, as they're all Latin languages. Or perhaps it would be better to pair some languages which have defining differences.
Re: Incremental Learning
#15https://en.wikipedia.org/wiki/Incremental_learning
also known as "Online learning"
Any model that can be continuously trained (this includes neural networks) is an "incremental learner".
Re: Incremental Learning
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#18Re: Incremental Learning
#19Earlier quoted context omitted.
It's a system for automating learning. You have thirty books. Instead of taking a month for each book, getting value sequentially, you read all thirty books at the same time, with the software splitting it up for you into tiny pieces, so you can soak them all in and get lots of knowledge simultaneously, rather than the sort of limited, controlled drip of knowledge from an individual work. It's surprisingly useful for…
This made me wonder, which languages would be best learned together. Probably a pairing like Italian, French, Spanish would work well, as they're all Latin languages. Or perhaps it would be better to pair some languages which have defining differences.
Re: Incremental Learning
#20What actually is incremental learning? The 'What is Incremental Learning?' section seems deliberately poorly written. Incremental learning is the fastest and the most comprehensive way of learning available to students at the moment of writing (2013). Incremental learning is a consolidation of computer-based techniques that accelerate and optimize the process of learning from all conceivable material available in ele…
I’m not sure, but learning is certainly more than remembering things. Years ago I spent a lot of time typing CS things into Anki and practicing their recall. Eventually I realised that I didn’t really have a good understanding of half the things I was memorising.
Not only that, retrieval practice has shown not only to boost retention but meaningful learning [1] as well. For example, in one study, students who studied a given text solely by practicing retrieval performed significantly better on creating concept maps than students who studied by creating concept maps.
Retrieval practice is not the only superweapon Anki entertains in its arsenal, it also employs distributed practice, which is another very powerful tool and finding in cognitive research with plenty of evidence supporting it.