哲学:philosophy The difference between causation and correlation
Consideration of causality and correlation as the basis for models of artificial intelligence and machine learning
人工知能:Artificial Intelligence
哲学:philosophy web技術:web technology 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.
アルゴリズム:Algorithms 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.
アルゴリズム:Algorithms 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
アルゴリズム:Algorithms Protected: Pattern recognition algorithm
Introduction to pattern recognition algorithms, nearest neighbor methods, decision trees, and neural nets used in image processing and rule classification.
アルゴリズム:Algorithms Protected: DataBase Algorithms(1)Consistency
Algorithmic fundamentals of databases, data structures and consistency and backups, two-phase commit and atomicity, rollback, transactions
アルゴリズム:Algorithms Protected: DataBase Algorithms(2)relational database
Basics of database algorithms, relational database principles and SQL, primary keys and queries
検索技術:Search 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.
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
アルゴリズム:Algorithms Search Technology
Of the three key elements of information processing, "gathering," "searching," "looking," "gazing," and "noticing," I gave an overview of "searching" technology and its future based on the literature titled "New Horizons in Search.