Introduction to programming in the Python language (1) What is programming?
Basic mechanism and history of progming and computers
Python and Machine Learning(3)Other Machine Learning
Overview of Python, a programming language used in digital transformation , artificial intelligence , and machine learning
Protected: From Averages to Individuality: The Open World of Statistical Modeling (2)hierarchical Bayesian model
From the Statistics of Means to the Statistics of Individuality Estimation with Bayesian Modeling
Protected: From Averages to Individuality: The Open World of Statistical Modeling (1)Statistical Model Overview
From statistics of averages to statistics of personality, using Bayesian modeling, Hierarchical Bayes
Protected: Introduction to Hierarchical Bayes (from GLM to Hierarchical Bayesian Model)
Bayesian inference that can be used for artificial intelligence (AI), natural language, and digital transformation (DX); generate hierarchical Bayesian models from GLM models to solve complex statistical models
Geospatial Information Processing
Free software for geospatial information that can be used for digital transformation (DX) and artificial intelligence (AI) tasks (QGIS), R) and information on the development of business and other applications.
Speech Recognition Technology
Application of deep learning and other machine learning techniques to speech signal processing for digital transformation and artificial intelligence tasks
Protected: Convolutional Neural Networks (2) CNN Overview and Implementation
Overview of convolutional neural networks, a deep learning technique used for image recognition.
Protected: Convolutional Neural Networks (1) Forward and Reverse Propagation Algorithms and Mini-Batch
Forward and back propagation algorithms and mini-batches as the basis for algorithms in DNNs that can be used for digital transformation and artificial intelligence tasks.
Deep Learning Technologies
Deep learning technology, one of the breakthroughs in artificial intelligence technology and machine learning technology