77 Gagana
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Faiga Aperenitisi
10 Modules / ~100 itulau
Faiga Fa'ataulāitu
~25 Modules / ~400 itulau
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Fausia se mea na tupu

Quantum Machine Learning
( 25 Modules )

module #1
Fa'atomuaga i le Quantum Computing
Vaaiga o le quantum computing, mataupu faavae, ma ona fa'aoga
module #2
Quantum Bits ma Quantum Gates
Fa'atomuaga i qubits, quantum gates, and quantum circuits
module #3
Quantum Measurement and Fa'agaioiga
Malamalama i le quantum measurement, superposition, and entanglement
module #4
Fa'atomuaga i le a'oa'oina o masini
Vailiiliga o le a'oa'oina o masini, ituaiga o a'oa'oga, ma manatu autu
module #5
Masini A'oa'o ma le Python
Lima- i le folasaga i le a'oa'oina o masini ma le Python ma faletusi ta'uta'ua
module #6
Quantum Machine Learning Fundamentals
Fa'atomuaga i le quantum machine learning, ona mataupu faavae, ma le fa'aogaina
module #7
Quantum K-Means and Support Vector Machines
Quantum versions of k-means and support vector machines, ma o latou tulaga lelei
module #8
Quantum Neural Networks
Fa'atomuaga i quantum neural networks, latou fausaga, ma metotia aʻoaʻoga
module #9
Quantum Circuit Learning
Aʻoaʻoga quantum circuits , e aofia ai le a'oa'oina o le matagaluega ma le su'esu'eina o le matagaluega
module #10
A'oa'oga Fa'amalosia le Quantum
Fa'atomuaga i le a'oa'oina o le quantum reinforcement, ona mataupu faavae, ma le fa'aogaina
module #11
Quantum Unsupervised Learning
Quantum unsupervised learning, e aofia ai le fa'avasegaina ma le fa'aititia o le dimensionality
module #12
Quantum Supervised Learning
Quantum supervised aʻoaʻoga, e aofia ai le faʻavasegaina ma le toe faʻaleleia
module #13
Quantum Meta-Learning
Faʻatomuaga i quantum meta-aʻoaʻoga, ona mataupu faavae, ma faʻaoga
module #14
Quantum Transfer Learning
Quantum transfer aʻoaʻoga, ona lelei, ma faʻaoga
module #15
Quantum Generative Models
Faʻatomuaga i quantum generative models, e aofia ai quantum GANs ma VAEs
module #16
Quantum Optimization Methods
Faʻatomuaga i quantum optimization metotia , e aofia ai le VQE ma le QAOA
module #17
Quantum Classical Hybrid Models
Quantum-classical hybrid models, o latou tulaga lelei, ma le faʻaaogaina
module #18
Case Studies in Quantum Machine Learning
Mooni-lalolagi talosaga ma mataupu suʻesuʻega o quantum machine learning
module #19
Quantum Machine Learning with Qiskit
Aoaoga lima ma Qiskit, o se faletusi a'oa'oga masini quantum ta'uta'ua
module #20
Quantum Machine Learning with TensorFlow Quantum
Aafiaga lima ma TensorFlow Quantum , o se faletusi ta'uta'ua o masini a'oa'oina o masini quantum
module #21
Quantum Machine Learning with PyTorch Quantum
Aoaoga i lima ma PyTorch Quantum, o se faletusi e a'oa'oina ai masini quantum lauiloa
module #22
Quantum Machine Learning Implementation Challenges
Luitau i fa'atinoina o fa'ata'ita'iga ma fa'ata'ita'iga a le masini a'oa'oga fa'akomipiuta
module #23
A'oa'oga Fa'ata'ita'i ma Fa'atauga Fa'atauga
Tula'iga fa'atatau ma le sa'o i le a'oa'oina o masini quantum
module #24
Fa'afanua Fa'afanua o le A'oa'oina o Masini Masini ma Ta'iala i le Lumana'i
Fa'atonuga i le lumana'i ma fa'afanua auala mo quantum su'esu'ega mo le a'oa'oina o masini ma fa'aoga
module #25
Fa'ai'uga ma Fa'ai'uga
Fuafua isi laasaga ile Quantum Machine Learning matata


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