modyuli #1 Xingheniso xa Dyondzo yo Enta Nkatsakanyo wa dyondzo yo enta, matimu, na matirhiselo
modyuli #2 Swilaveko swa Tinhlayo Nkambisiso wa algebra ya linear, calculus, na thiyori ya ku koteka
modyuli #3 Masungulo ya Neural Networks Xingheniso ku ya eka tinetiweki ta nyurali to endliwa, ti-perceptron, na ti-perceptron ta swiphemu swo tala
modyuli #4 Mintirho ya ku tirhisa na ku hangalaka ka le ndzhaku Mintirho ya ku tirhisa, ku hangalaka ka le ndzhaku, na ku rhelela hi gradient
modyuli #5 Ku Aka na ku Letela Tinetiweki ta Nyurali Ntokoto wa mavoko wo aka na ku letela tinetiweki ta nyurali hi ku tirhisa rimba ro dyondza leri dzikeke
modyuli #6 Tinetweke ta Nyurali ta Convolutional (CNNs) Xingheniso eka ti-CNN, swiphemu swa convolutional, na swiphemu swo hlanganisa
modyuli #7 CNN Architectures AlexNet, VGGNet, GoogLeNet, na ResNet architectures
modyuli #8 Dyondzo yo hundzisela na ku lulamisa kahle Ku tirhisa timodeli ta CNN leti leteriweke ka ha ri emahlweni na ku lulamisa kahle eka mintirho yo hlawula swifaniso
modyuli #9 Tinetweke ta Nyurali leti vuyeleriwaka (RNNs) Ku nghenelela eka ti-RNN, ti-RNN to olova, na tinetiweki ta LSTM
modyuli #10 RNN Architectures GRU, Ti-RNN ta matlhelo mambirhi, na timodeli ta Encoder-Decoder
modyuli #11 Timodelo ta Ntlhandlamano ku ya eka Ntlhandlamano Vuhundzuluxi bya michini, ti-chatbot, na timodeli ta ntlhandlamano ku ya eka ntlhandlamano
modyuli #12 Timodelo to Tumbuluxa Ku nghenelela eka timodeli to tumbuluxa, ti-GAN, na ti-VAE
modyuli #13 Ti-autoencoder na Ti-Autoencoder ta ku Hambana Ku hunguta tidimenxini, ti-autoencoder, na ti-VAE
modyuli #14 Tinetweke ta Vutshila byo Tumbuluxa (GAN) GANs, DCGANs, na GANs ya xiyimo
modyuli #15 Dyondzo yo Tiyisisa yo Enta Xingheniso eka dyondzo yo tiyisisa, dyondzo ya Q, na tigradient ta pholisi
modyuli #16 Tialgorithm ta Dyondzo ya ku Tiyisisa loku Entekeke DDPG, Maendlelo ya Muxopaxopi wa Mutlangi, na AlphaGo
modyuli #17 Dyondzo na ku Hlanganisa loku nga Langutiwiki K-swi vula, ku hlengeletiwa ka xiyimo xa le henhla, na ku hunguta tidimenxini
modyuli #18 Dyondzo yo Enta ya Vukorhokeri bya Ririmi ra Ntumbuluko Ku nghenisiwa ka marito, timodeli ta ririmi, na ku hlawuriwa ka matsalwa
modyuli #19 Tindlela ta Nyingiso Ku nyikela nyingiso eka NLP, swihundzuluxi, na BERT
modyuli #20 Dyondzo yo Enta ya Xivono xa Khomphyuta Ku kuma swilo, ku avanyisa, na ku landzelerisa
modyuli #21 Swivumbeko swa Dyondzo yo Enta TensorFlow, PyTorch, na Keras
modyuli #22 Ku Kamberiwa ka Modele na ku Tuning ya Hyperparameter Timetriki ta ku kambela modele, ku thyuna ka hyperparameter, na ku tiyisisiwa hi ku tsemakanya
modyuli #23 Ku Tirhisa na Vuhumelerisi bya Dyondzo yo Enta Ku tirhisiwa ka modele, ku tirhela modele, na vuhumelerisi
modyuli #24 Mahanyelo na ku Lulama eka Dyondzo yo Enta Ku tekeriwa enhlokweni ka mahanyelo, ku va na xihlawuhlawu, na ku lulama eka timodeli ta dyondzo yo enta
modyuli #25 Ku Pfuxeta & Mahetelelo ya Khoso Ku pulana magoza lama landzelaka eka ntirho wa Deep Learning
U lunghekele ku dyondza, ku avelana ni ku phikizana?
