python 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 アルゴリズム:Algorithms Can you program that formula?
On generic programming and abstract algebra, which is an abstraction of algorithms used 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.
python 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.
python 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.
python Protected: Mathematical elements in neural networks (2) Stochastic gradient descent method and error back propagation method
Mathematical description of stochastic gradient descent and error back propagation methods for implementing neural networks used in digital transformation and artificial intelligence tasks.
python Protected: Mathematical Elements in Neural Networks(1) – Manipulating Tensors with numpy, etc.
Mathematical aspects of tensor manipulation using Numpy and others as a basis for performing deep learning used in digital transformation and artificial intelligence tasks.
python Protected: Hello World of Neural Networks, Implementation of Handwriting Recognition with MNIST Data
On the Implementation with python and Keras of HelloWorld and handwriting recognition of neural networks in machine learning using neural nets for digital transformation and artificial intelligence tasks.
python 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.