ICT技術:ICT Technology About Machine Learning Technology
Machine learning techniques used for digital transformation (DX) and artificial intelligence (AI) tasks
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ICT技術:ICT Technology プログラミング言語:Programming Language Data types and statically and dynamically typed languages in programming
Types of data and statically typed languages and dynamically typed languages (primitive types, heap, Ruby, Python, C#, C++, Java, classes, objects, alias problems, garbage collection, Rust, Borrow checkers, stacks, global variables, value types, reference types, complex types, enumeration types) in programming used for digital transformation, artificial intelligence, machine learning.
中国古典:classics Protected: Living Like Water: The Idea of Lao Tzu’s Thought The World of Being, Nothingness, and Infinity
Living Like Water: The Idea of Lao Tzu's Thought The World of With, Without, and Infinite (Taishang Laojun, Moral Tianzun, Taoism, Confucianism, Confucius, Governing Theory, Rei, Dao, Self-improvement, Class System, Status System, Feudal System, Antithesis, Jin, Yi, Morality, Book of Seclusion, Seclusion for the Weak, Passive Living, Do Nothing, Yin Yang Qi, Virtue, All Things Generated)
推論技術:inference Technology Protected: Explainable Artificial Intelligence (11) Model-Independent Interpretation (Permutation Feature Importance)
Permutation Feature Importance is one of the posterior interpretation models that can be used to explain digital transformation (DX), artificial intelligence (AI), and machine learning (ML).
python Protected: Applying Neural Networks to Reinforcement Learning Deep Q-Network Applying Deep Learning to Value Assessment
Application of Neural Networks to Reinforcement Learning for Digital Transformation, Artificial Intelligence, and Machine Learning tasks Deep Q-Network Prioritized Replay, Multi-step applying deep learning to value assessment Deep Q-Network applying deep learning to value assessment (Prioritized Replay, Multi-step Learning, Distibutional RL, Noisy Nets, Double DQN, Dueling Network, Rainbow, GPU, Epsilon-Greedy method, Optimizer, Reward Clipping, Fixed Target Q-Network, Experience Replay, Average Experience Replay, Mean Square Error, Mean Squared Error, TD Error, PyGame Learning Enviroment, PLE, OpenAI Gym, CNN
Clojure Protected: Network analysis in GraphX Pregel using Clojure
Network analysis in GraphX Pregel using Clojure for digital transformation, artificial intelligence, and machine learning tasks (label propagation, twitter data, community analysis, graph structure analysis, community size, community detection, algorithms, maximum connected components, triangle counting, glittering, Google, Koenigsberg bridge, Euler path)
アーキテクチャ AWS Cloud Service Design Patterns (2)
AWS Cloud Service Design Patterns used for Digital Transformation, Artificial Intelligence and Machine Learning tasks (Data Upload Patterns, Write Proxy, Storage Index, Direct Object Upload, Relational Database Patterns, DB Replication, Read Replica, Inmemory DB Cache, Sharing Write, Asynchronous Processing, Batch Processing Patterns, Queuing Chain, Priority Queue, Job Observer, Fanout)
アルゴリズム:Algorithms Protected: An example of machine learning by Bayesian inference: inference by Gibbs sampling of a Poisson mixture model
Examples of machine learning with Bayesian inference utilized for digital transformation, artificial intelligence, and machine learning tasks: inference by Gibbs sampling of Poisson mixed models (algorithm, sampling of unobserved variables, Dirichlet distribution, gamma distribution, conditional distribution, categorical distribution, posterior distribution, simultaneous distribution, superparameter, knowledge model, latent variable) categorical distribution, posterior distribution, simultaneous distribution, hyperparameters, knowledge models, data generating processes, latent variables)
旅 Ryotaro Shiba, Shotaro Ikenami and historical novels
Ryotaro Shiba, Shotaro Ikenami and historical novels (Ryosuke Kakine, Muromachi Muyori, Yoshinobu Kadoi, Ieyasu: Building Edo, Yuichi Shimpo, Shin Keian Taiheiki, Kokugoro Castle, Sho no Shield, Honobu Yonezawa, Shogo Imamura, 166th Naoki Prize, authentic mystery novel, Musashi Miyamoto, Eiji Yoshikawa, Kageyama Nakazato, Daibosatsu Pass, Onihei Hankacho, Sword for Swords, Umeyasu Fujie the Trap Man, Owl Castle, Cloud over the Hill, Ryoma Goes, Burning Sword, Kaido Yuku, Mountain Pass, 100th Birthday Anniversary)
中国古典:classics The Analects of Confucius, a book of comprehensive “anthropology
Confucius' Analects: A Comprehensive Book of "Anthropology" (Communist Party, Chōkyū, Confucianism, Analects and Arithmetic, Shibusawa Eiichi, Loyalty, Filial Piety, Civility, Yushima Seido, Kodokan, Spring and Autumn Period)