python History of AI and Deep Learning
Basic definitions of artificial intelligence, machine learning, and deep learning used in digital transformation and artificial intelligence tasks, and characteristics of deep learning.
python 推論技術:inference Technology Protected: Statistics as a post-modern science
Mathematical statistics and probabilistic statistical methods used in digital transformation and artificial intelligence tasks, and considerations for inference and machine learning
python Introduction to Optimization Problems Combining Cone Optimization, Integer Optimization, and Network Models Problem Solving with Python Series
Overview of optimization techniques in machine learning using python for digital transformation (DX) and artificial intelligence (AI) tasks.
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.
推論技術:inference Technology Protected: Model the living word(Probabilistic Modeling of Natural Language)
Probabilistic models of natural language (Hierarchical Bayes, Topic Models, LDA) for artificial intelligence (AI), natural language processing, and digital transformation (DX)
推論技術:inference Technology Protected: From Global Models to Local Models State Space Models and Simulation
Simulation interpretation using general state space models and particle filters, one of the probability generation models used in digital transformation and artificial intelligence tasks.
推論技術:inference Technology Protected: Statistical Science to Incorporate Individual and Regional Differences Case Study in Medical Field
Application of Bayesian statistics to medical data with individual and regional differences used for digital transformation and artificial intelligence tasks
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