Post by Ndubuisi Raphael Agua (@nura23tech)
Good evening tribe.
First of all, i want to apologize for missing the 7 pm promised time. Its because of some glitches i encountered. Thank you all for your understanding.
๐ค ๐๐๐๐๐๐๐๐๐๐ ๐ฆ๐๐๐๐ ๐๐๐
๐๐ฃ๐๐ฆ๐ข๐๐ ๐ฌ๐ฌ๐ฐ โ ๐๐ข๐ช ๐๐ข๐๐ฆ ๐๐ ๐๐๐๐ฅ๐ก? ๐ง
Good evening tribe. I trust we all had a very good day, and we are adjusting well for the night rest.
In our last episode, we learned that AI can learn from data, but AI doesnโt learn in just one way, there are different ways it can learn, and tonight weโll look at three important ones ๐
๐ง๐ฝโ๐ซ ๐ฆ๐จ๐ฃ๐๐ฅ๐ฉ๐๐ฆ๐๐ ๐๐๐๐ฅ๐ก๐๐ก๐
Here, AI learns from examples that already have the correct answers, for example, you show it many pictures and tell it โthis is a catโ ๐ฑ and โthis is a dogโ ๐ถ, so after seeing enough examples, it can learn to identify them
๐ฆ๐๐ ๐ฃ๐๐ฌ: ๐๐ถ๐๐ฒ ๐๐ ๐ฒ๐
๐ฎ๐บ๐ฝ๐น๐ฒ๐ + ๐ฐ๐ผ๐ฟ๐ฟ๐ฒ๐ฐ๐ ๐ฎ๐ป๐๐๐ฒ๐ฟ๐
๐ ๐จ๐ก๐ฆ๐จ๐ฃ๐๐ฅ๐ฉ๐๐ฆ๐๐ ๐๐๐๐ฅ๐ก๐๐ก๐
Here, AI gets data without the correct answers and tries to discover patterns or groups by itself. For example, it could look at customer information and notice that some customers behave in similar ways
๐ฆ๐๐ ๐ฃ๐๐ฌ: ๐๐ถ๐๐ฒ ๐๐ ๐๐ต๐ฒ ๐ฑ๐ฎ๐๐ฎ + ๐น๐ฒ๐ ๐ถ๐ ๐ณ๐ถ๐ป๐ฑ ๐๐ต๐ฒ ๐ฝ๐ฎ๐๐๐ฒ๐ฟ๐ป๐
๐ฎ ๐ฅ๐๐๐ก๐๐ข๐ฅ๐๐๐ ๐๐ก๐ง ๐๐๐๐ฅ๐ก๐๐ก๐
Here, AI learns through actions and feedback, it tries something, receives a reward or negative feedback, then uses that experience to improve, just like an AI learning how to play a game ๐ฎ
Continue reading in th comments.
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๐ง๐ฅ๐ฌ โ ๐๐๐ง ๐๐๐๐๐๐๐๐ โ ๐๐ ๐ฃ๐ฅ๐ข๐ฉ๐
So, in simple terms:
๐ง๐ฝโ๐ซ ๐ฆ๐๐ฝ๐ฒ๐ฟ๐๐ถ๐๐ฒ๐ฑ : Learns from labelled example. ๐จ๐ป๐๐๐ฝ๐ฒ๐ฟ๐๐ถ๐๐ฒ๐ฑ : Find patterns in data while ๐ฅ๐ฒ๐ถ๐ป๐ณ๐ผ๐ฟ๐ฐ๐ฒ๐บ๐ฒ๐ป๐ learn through actions and feedback
That's the size of tidays learning, we continue tomorrow with: ๐ช๐ ๐๐ข๐ข๐ ๐๐ง ๐ช...