ICT技術:ICT Technology

python

An introduction to statistical modeling through Python implementation

An overview of machine learning theory using probability for digital transformation and artificial intelligence tasks and its implementation using python
python

Machine learning with python

A reference book that explains the theory and characteristics of machine learning used in digital transformation and artificial intelligence tasks, and its implementation using python.
IOT技術:IOT Technology

Protected: Location Privacy -k-anonymization and anonymization with hidden Markov models

Information anonymization using k-anonymization and hidden Markov models (HMMs) for location privacy to be used in digital transformation and artificial intelligence tasks.
地理空間情報処理

Protected: Geospatial Information in Motion -Simulation and data assimilation

Simulation for human flow analysis for digital transformation and artificial intelligence tasks and assimilation of real data with probability generation models
地理空間情報処理

Protected: Capturing the Flu Epidemic on Social Media

Extraction of context (e.g., location information) from text information in social media for digital trasformation and artificial intelligence tasks (location information extraction from content using probabilistic framework and graph approach)
Clojure

LISP and Artificial Intelligence

About LISP, a functional language that eliminates the barrier between data and programs (program as data) used for artificial intelligence (AI) tasks
LISP

The Seasoned Schemer

A sequel to the textbook on functional languages with Schema, a derivative of LISP used for artificial intelligence (AI) tasks.
LISP

The Reasoned Schemer

Logic Programming with Schema, a Derivative of LISP Used for Artificial Intelligence (Tasks): An Overview of DSL:minikanren
LISP

The Little Schemer

A textbook on functional languages in Schema, a derivative of LISP used for AI tasks (recursion and anonymous functions, lambda functions, Y-combinators and a simple interpreter).
python

Protected: Introduction to programming in the Python language (2) Characteristics of the Python language

Table of contents for the MIT Python textbook and features of the Python language used for digital transformation (DX) and artificial intelligence (AI) tasks.
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