Integration of probability and logic (1) Bayesian Net, KBMC, PRM and SRL
Integration of probability and logic, automatic generation of Bayesian nets using knowledge base (KBMC), prolog, backward reasoning
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.
The difference between causation and correlation
Consideration of causality and correlation as the basis for models of artificial intelligence and 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.
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.
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
Protected: Pattern recognition algorithm
Introduction to pattern recognition algorithms, nearest neighbor methods, decision trees, and neural nets used in image processing and rule classification.
Protected: DataBase Algorithms(1)Consistency
Algorithmic fundamentals of databases, data structures and consistency and backups, two-phase commit and atomicity, rollback, transactions
Protected: DataBase Algorithms(2)relational database
Basics of database algorithms, relational database principles and SQL, primary keys and queries
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.