Deep Learning

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History of AI and Deep Learning

Basic definitions of artificial intelligence, machine learning, and deep learning used in digital transformation and artificial intelligence tasks, and characteristics of deep learning.
機械学習:Machine Learning

Protected: Applying Deep Learning to Speech Recognition

Overview of neural network applications (TDNN, RNN, CNN) and deep learning applications (LSTM, CTC) for speech recognition technology used in digital transformation and artificial intelligence tasks
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Speech Recognition Technology

Application of deep learning and other machine learning techniques to speech signal processing for digital transformation and artificial intelligence tasks
推論技術:inference Technology

Protected: Convolutional Neural Networks (2) CNN Overview and Implementation

Overview of convolutional neural networks, a deep learning technique used for image recognition.
機械学習:Machine Learning

Protected: Natural Language Processing with Deep Learning (1) Data Representation Model

Overview of natural language processing by deep learning, one-hot vector, distributed representation
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