Algorithms

Protected: Computing Peripheral Probability Distributions – Mean Field Approximation

Application of graphical models to stochastic generative models utilized in digital transformation, artificial intelligence, and machine learning tasks; approximate computation and algorithms for peripheral probability distributions from variational problems using mean field approximation

2022.07.28

アルゴリズム:Algorithmsグラフ理論ベイズ推定微分積分:Calculus推論技術:inference Technology最適化:Optimization機械学習:Machine Learning確率・統計:Probability and Statistics線形代数:Linear Algebra

Protected: Variational Bayesian Learning Framework and Algorithms

Overview of variational Bayesian learning and algorithms (variational Bayesian learning, empirical variational Bayesian learning) for approximate computation of complex models in stochastic generative models used in digital transformation, artificial intelligence, and machine learning tasks.

2022.07.27

アルゴリズム:Algorithms推論技術:inference Technology機械学習:Machine Learning確率・統計:Probability and Statistics

Protected: Sequential learning using SVM

Overview of algorithms for sequential learning by adding/removing training examples using SVMs in support vector machines utilized for digital transformation, artificial intelligence, and machine learning tasks.

2022.07.22

Stream Data Processingアルゴリズム:Algorithmsオンライン学習微分積分:Calculus時系列データ解析最適化:Optimization機械学習:Machine Learning確率・統計:Probability and Statistics線形代数:Linear Algebra

Python Basic & Practical Programming

Python's Programming Basics and Algorithm Implementation Reference Book

2021.10.12

pythonweb技術:web technologyデータベース技術:DataBase Technology

A Textbook of Algorithms in Python

Python's Programming Basics and Algorithm Implementation Reference Book

2021.10.11

pythonアルゴリズム:Algorithms

Mathematics in Machine Learning

On the mathematics underlying all computer programming and algorithms, including digital transformation (DX), artificial intelligence (AI), and machine learning (ML)

2021.07.21

Symbolic Logicアルゴリズム:Algorithms数学:Mathematics

History of Digital Game AI(1)(Intelligent Man Machine Interaction)

Game AI overview, reflective AI, structural AI, finite state machines (FSM), genetic algorithms, neural networks for tips on acquiring artificial intelligence technology.

2021.04.23

アルゴリズム:Algorithmsゲーム

Protected: Data Compression Algorithms(2)Lossy compression

Data Compression Algorithm Overview, Lossy Data Compression Algorithm, Exclusion Trick, Content Summary

2021.03.18

アルゴリズム:Algorithmsデータ圧縮/セキュリティ:Data compression and security

Protected: DataBase Algorithms(1)Consistency

Algorithmic fundamentals of databases, data structures and consistency and backups, two-phase commit and atomicity, rollback, transactions

2021.03.16

アルゴリズム:Algorithmsデータベース技術:DataBase Technology

Protected: DataBase Algorithms(2)relational database

Basics of database algorithms, relational database principles and SQL, primary keys and queries

2021.03.16

アルゴリズム:Algorithmsデータベース技術:DataBase Technology