人工知能:Artificial Intelligence

Fundamentals of Computer Mathematics

Overview of computer mathematics as a basis for artificial intelligence and machine learning techniques, functions, sets, probability, simultaneous equations, differentiation, and integration.

2021.03.17

幾何学:Geometry微分積分:Calculus数理論理学:Mathematical logic最適化:Optimization機械学習:Machine Learning確率・統計:Probability and Statistics線形代数:Linear Algebra集合論:Set theory

The difference between causation and correlation

Consideration of causality and correlation as the basis for models of artificial intelligence and machine learning

2021.03.17

哲学:philosophy数学:Mathematics機械学習:Machine Learning

Protected: Search engine matching algorithm(Search engine string matching)

Overview and history of search engine pattern matching algorithms that can be used for digital transformation (DX), artificial intelligence (AI), and machine learning (ML), meta words, indexing, and string matching.

2021.03.17

web技術:web technologyアルゴリズム:Algorithms検索技術:Search Technology

Overview and Implementation of the Page Rank Algorithm

Search technology that can be used for digital transformation (DX), artificial intelligence (AI), and machine learning (ML). google search engine features page rank algorithm, random surface trick, authority score, memex, and hyperlink.

2021.03.17

アルゴリズム:Algorithms検索技術:Search Technology

Protected: Data compression algorithm(1)Lossless compression

Overview of Data Compression Algorithms, Lossy Data Compression Algorithms, Rule Length Encoding: Continuous Length Compression, ZIP Code Compression, FAX Compression, Memory Compression

2021.03.17

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

Protected: Pattern recognition algorithm

Introduction to pattern recognition algorithms, nearest neighbor methods, decision trees, and neural nets used in image processing and rule classification.

2021.03.16

アルゴリズム:Algorithms機械学習:Machine Learning

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

Search Tool FESS

Explains how to use FESS, an open source search engine tool that can be used as a tool for digital transformation (DX) verification, at a level that beginners can use.

2021.03.16

検索技術:Search Technology

Introduction of reference books on search technology: “Basics of Information Retrieval” and “New Horizons in Search”.

This course covers an overview of search technology for beginners in search that can be used for digital transformation (DX), artificial intelligence (AI), and machine learning (ML). The contents include crawling as data collection, machine learning as data processing, indexing, and search evaluation. Especially, the evaluation of search

2021.03.16

検索技術:Search Technology