Deep Learning and Computer Vision teaches Cambodian learners how neural networks see. Written in Khmer first, it runs 6 modules — neural networks intuitively, training deep networks, convolutional nets, transfer learning in the browser, Khmer OCR and document AI, and responsible computer vision — with a NumPy from-scratch lab, a graded digit recogniser, an own-photo classifier and an augmentation experiment. Sample module 01 free, then unlock single modules at 70 credits or the complete course at 333 credits.
6modules
0lessons
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Intermediatelevel
Mony SoklyAI instructor and InKhmer founder8 years in technology and Khmer-language teachingLead instructor
What you will learn
M01Explain how a neural network learns via layers and backpropagation in plain Khmer.
M02Write a small neural network in NumPy by hand.
M03Explain convolution and how a CNN reads an image.
M04Use transfer learning to train an image classifier in the browser.
M05Explain why Khmer OCR is hard and which techniques help.
M06Assess computer-vision risk with consent and bias testing.
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Unlock all 5 remaining modulesSave 17 cr
350 CR333 CRSave 17 cr
Reviews
Clear Khmer-first lessons that are easy to follow.
I applied it to my daily work right away.
Some lessons could go deeper, but overall good.
It really helped me understand AI without much English.
