ICT技術:ICT Technology

python

Overview of machine learning and data analysis in Python and introduction to typical libraries

Commentary on libraries and reference books on data analysis using Pyhon, which is used for digital transformation and artificial intelligence
Clojure

Clojure, Type System and SPEC

Type systems and statically/dynamically typed languages In programming languages, the type system describes t...
Clojure

Overview of Petri-net technology and its combination with artificial intelligence technology and various implementations

Petri Net Overview Petri nets are a descriptive model of discrete event systems proposed by Petri in 1962...
ICT技術:ICT Technology

Overview of Git and easy usage and reference books

  Summary Git is a source code version control system that allows multiple people to work ...
アルゴリズム:Algorithms

Protected: Optimal arm bandit and Bayesian optimal when the player’s candidate actions are huge or continuous (2)

Bayesian optimization for digital transformation, artificial intelligence, machine learning tasks and bandit when player behavior is massive/continuous Markov chain Monte Carlo, Monte Carlo integration, turn kernels, scale parameters, Gaussian kernels, covariance function parameter estimation, Simultaneous Optimistic Optimazation policy, SOO strategy, algorithms, GP-UCB policy, Thompson's law, expected value improvement strategy, GP-UCB policy
アルゴリズム:Algorithms

Protected: Implementation of two approaches to improve environmental awareness, a weak point of deep reinforcement learning.

Implementation of two approaches to improve environment awareness, a weakness of deep reinforcement learning used in digital transformation, artificial intelligence, and machine learning tasks (inverse predictive, constrained, representation learning, imitation learning, reconstruction, predictive, WorldModels, transition function, reward function Weaknesses of representation learning, VAE, Vision Model, RNN, Memory RNN, Monte Carlo methods, TD Search, Monte Carlo Tree Search, Model-based learning, Dyna, Deep Reinforcement Learning)
Clojure

Overview of web crawling technologies and implementation in Python/Clojure

Overview of web crawling technologies used for digital transformation, artificial intelligence and machine learning tasks and their implementation in Python/Clojure jsoup, clj-http, enlive, clojure.data.json, HTML, CSS jsoup, HTML, CSS, XPATH, JSON, BeautifulSoup, Scrapy, data extraction, natural language processing, databases, search, SNS analysis
ICT技術:ICT Technology

Overview of Kubernetes, environment setup, and reference books

Overview and configuration of Kubernetes used for digital transformation, artificial intelligence and machine learning tasks, reference books (Microservices, Spinnaker, Blue, Containers, Cloud Natives, Skaffold, Clair, Security, BuildKit, Kaniko, Operator, Helm, Chart, Sock Shop, YAML, Prometheus, Grafana, Pod, Minikube)
Clojure

Protected: Regression analysis using Clojure (1) Single regression model

Regression analysis using Clojure for digital transformation, artificial intelligence, and machine learning tasks (1) Single regression model (coefficient of determination R2, correlation coefficient R, variance of residuals, variance, mean square error, explanatory variables, goodness of fit, linear regression model, dependent variable, independent variable, modeling error, heteroscedasticity, residual plot, regression line function, linear equation, regression model,incanter)
プログラミング言語:Programming Language

Protected: Static type checking with mypy in Python

Static type checking with mypy in Pyhton as a base programming technology for digital transformation, artificial intelligence , and machine learning tasks Protocol, Class, inheritance relations, Structural subtyping, Nominal subtyping, type hinting, type checking, type annotation, dynamic typing language, static typing language, gradual typing
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