微分積分:Calculus Anomaly and Change Detection Technologies
An overview of various machine learning techniques for anomaly and change detection used in digital transformation and artificial intelligence tasks
微分積分:Calculus
微分積分:Calculus 微分積分:Calculus Protected: Sequential Update Type Anomaly Detection by Mixture Distribution Model – Jensen’s Inequality and EM Method
Overview of sequential update anomaly detection using mixture distribution models (Jensen's inequality, EM method), which is the most popular method used for digital transformation and artificial intelligence tasks.
微分積分:Calculus Protected: MCMC method for calculating stochastic integrals: Algorithms other than Metropolis method (Gibbs sampling, MH method)
An overview of MCMC using Gibbs sampling and MH methods for probability integral computation for digital transformation and artificial intelligence task applications.
微分積分:Calculus Machine Learning Professional Series: Topic Models Post-Reading Notes
Topic models using probability generation models to extract sentence topics to be used in digital transformation (DX) and artificial intelligence (AI) tasks.
python Protected: Generative Deep Learning with Python and Keras (1) Text generation using LSTM
Text-generating DNN using LSTM with python/keras for digital transformation and artificial intelligence tasks
python Protected: Advanced deep learning with Python and Keras (3) Model optimization methods
Optimizing networks for deep learning with python/keras for digital transformation and artificial intelligence tasks
微分積分:Calculus This is a good introduction to deep learning (Machine Learning Startup Series)Reading Notes
Overview of deep learning for digital transformation and artificial intelligence tasks, including machine learning, gradient descent, regularization, error back propagation, self-encoders, convolutional neural networks, recurrent neural networks, Boltzmann machines, and reinforcement learning.
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 Introduction to Optimization Problems Combining Cone Optimization, Integer Optimization, and Network Models Problem Solving with Python Series
Overview of optimization techniques in machine learning using python for digital transformation (DX) and artificial intelligence (AI) tasks.
ベイズ推定 Probabilistic approaches in machine learning
Probabilistic Generative Models Used in Digital Transformation (DX), Artificial Intelligence (AI), and Machine Learning (ML)