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. 2021.10.26 python最適化:Optimization機械学習:Machine Learning深層学習:Deep Learning
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 2021.10.25 推論技術:inference Technology数理論理学:Mathematical logic機械学習:Machine Learning確率・統計:Probability and Statistics
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. 2021.10.24 python微分積分:Calculus推論技術:inference Technology機械学習:Machine Learning確率・統計:Probability and Statistics線形代数:Linear Algebra
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 2021.10.24 python推論技術:inference Technology機械学習:Machine Learning確率・統計:Probability and Statistics
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. 2021.10.24 pythonアルゴリズム:Algorithms機械学習:Machine Learning
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) 2021.10.24 推論技術:inference Technology機械学習:Machine Learning確率・統計:Probability and Statistics
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. 2021.10.23 推論技術:inference Technology機械学習:Machine Learning確率・統計:Probability and Statistics
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 2021.10.22 推論技術:inference Technology機械学習:Machine Learning確率・統計:Probability and Statistics
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. 2021.10.21 IOT技術:IOT Technologyデータ圧縮/セキュリティ:Data compression and security地理空間情報処理機械学習:Machine Learning確率・統計:Probability and Statistics
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 2021.10.20 地理空間情報処理推論技術:inference Technology機械学習:Machine Learning確率・統計:Probability and Statistics