Beginner

自然言語処理:Natural Language Processing

Natural Language Processing Technology

An overview of natural language processing as a base technology in digital transformation (DX), artificial intelligence (AI), and machine learning (ML)
機械学習:Machine Learning

General Machine Learning and Data Analysis

Overview of machine learning for beginners, differences between types of learning and results, no-free lunch theorem as a frame for machine learning.
python

Clustering with R – k-means

Machine learning using R, unsupervised, non-hierarchical classification using k-means
R

hierarchical clustering with R

Machine learning using R, classification with hierarchical clustering function hclust
R

R Language Preferences

Overview of machine learning using R, setting up the environment and handling data
R

Reference books on machine learning with R

Overview of machine learning with R, history of R and introduction to reference books
自然言語処理:Natural Language Processing

Openrefine: Data cleansing tool

Overview of openrefine, a natural language processing tool used in DX and the Semantic Web
web技術:web technology

Web server and DB integration(1)Setting up a server in Clojure

Implementing a server in Clojure for web server and DB integration, and using Ring to launch a web server
web技術:web technology

Web server and DB integration(2)

Implementing routing in Clojure for web server and DB Implementing routing in Clojure for web server and DB, Ring, Routing with Compojure
データベース技術:DataBase Technology

Databases Technology

Overview of database technology, CRUD (Create (add new data) - Read (reference data) - Update (update data) - Delete (delete data)), ACID (Atom (atomicity), Consistent (integrity), Isolated (isolation), Durable (Atom), Consistency, Isolated, Durable), CAP (Consistency, Availability, Partition-Tolerance)
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