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Машинно обучение: интро
Intro to Machine Learning
За мен (Александър Георгиев)
Supervised vs. Unsupervised
Типове Supervised Learning
Classification
ImageNet
State of the art
Object detection
Mask R-CNN
Unsupervised Learning
Generative Adversarial Networks
Generative Adversarial Networks
CycleGAN
Faces
Another Example
Reinforcement Learning
Reinforcement Learning
Reinforcement Learning
AphaGo
OpenAI
AlphaStar
Self Driving Cars
Self Driving Cars
Self Driving Cars
Основни концепции
Model
Y = aX + b
Optimization method /Gradient descent/
Пример
Пример
Пример
Пример
Невронна мрежа
Libraries and frameworks
Demo
Въпроси?
Контакти
● DeepTex
○ Facebook - https://www.facebook.com/groups/1287595168032055/
● CryptoVarna
○ Web - https://www.cryptovarna.com/
○ Facebook - https://www.facebook.com/groups/CryptoVarna/
● Innovator
○ Web - https://innovator.bg/
○ Facebook - https://www.facebook.com/innovatorhere/
● Mimirium
○ Web - https://mimirium.io/
○ Facebook - https://www.facebook.com/Mimirium/

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DeepTex/AI - Въведение в машинното обучение