python

python

Protected: DNN for text and sequences with Python and Keras (1) Preprocessing text data for training

Deep learning of natural language (DNN) with python/keras for digital transformation and artificial intelligence tasks, distributed vector generation (using Glove model)
python

Protected: Deep learning for computer vision with Python and Keras (4) Visualization of CNN training data

Interpreting CNNs with visualization in DNNs using python/keras for digital transformation and artificial intelligence tasks
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Protected: Deep learning for computer vision with Python and Keras (3) Improving CNNs using trained models

Existing models (ImageNet) using pyhton/keras for digital transformation and artificial intelligence AItasks (few data deep learning (DNN) in use)
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Protected: Deep learning for computer vision with Python and Keras (2) Improving CNNs with small amounts of data through data expansion

Methods to improve CNNs for small amounts of data using pyhton/Keras for digital transformation and artificial intelligence tasks (improving overtraining by data expansion)
python

Protected: Deep Learning for Computer Vision with Python and Keras(1) – Convolution and Pooling

Overview of convolution and pooling in pyhton/keras/CNN for image recognition using deep learning for digital transformation and artificial intelligence tasks.
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Protected: Deep learning with Python and Keras – a methodology for deep learning

Optimization methods in deep learning using python/keras for digital transformation and artificial intelligence tasks.
python

Protected: Introduction to deep learning with Python and Keras (4) Practical application example (3) Regression for predicting house prices

Continuous value and minority data learning (k-split cross-validation) using deep learning with python/Keras for digital transformation and artificial intelligence.
python

Protected: Introduction to deep learning with Python and Keras (3) Practical application example (2) Multi-class classification of news delivery

DNN implementation of multi-level classification of text information using python's keras for digital transformation and artificial intelligence tasks.
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Protected: Introduction to deep learning with Python and Keras (2) Practical application example (1) Two-class classification of text data

DNN implementation of binary classification of text information using python's keras for digital transformation and artificial intelligence tasks.
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Protected: Introduction to deep learning with Python and Keras (1) Overview of how to use Keras

Overview of Keras, a Python platform for implementing deep learning for digital transformation and artificial intelligence task utilization.
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