コンピューター KI 2019: Advances in Artificial Intelligence Papers
KI2019
In the previous article, we discussed KI 2018. In this issue, we describe the 42nd German Con...
ICT技術:ICT Technology
コンピューター アーキテクチャ Installation and operation of Apache server and LAMP
Installation and operation of Apache server and LAMP (MariaDB, PHP, CentOS, Mac, Windows) utilized for digital transformation (DX), artificial intelligence (AI) and machine learning (ML) tasks
アルゴリズム:Algorithms Protected: Implementation of model-free reinforcement learning in python (2) Monte Carlo and TD methods
Python implementations of model-free reinforcement learning such as Monte Carlo and TD methods Q-Learning, Value-based methods, Monte Carlo methods, neural nets, Epsilon-Greedy methods, TD(lambda) methods, Muli-step Learning, Rainbow, A3C/A2C, DDPG, APE-X DDPG, Muli-step Learning) Epsilon-Greedy method, TD(λ) method, Muli-step Learning, Rainbow, A3C/A2C, DDPG, APE-X DQN
Clojure Protected: Clojure implementation of distributed computation processing (map-reduce) used in Hadoop
Clojure implementation of distributed computation processing (map-reduce) used in Hadoop for digital transformation, artificial intelligence, and machine learning tasks Tesser, Reducer function, fold, cost function, gradient descent method, feature extraction, feature-scales function, feature scaling, gradient descent learning rate, gradient descent update rule, iterative algorithm, multiple regression, correlation matrix, fuse, commutative, linear regression, co-reduction, and covariance) feature-scales function, feature scaling, gradient descent learning rate, gradient descent update rule, iterative algorithm, multiple regression, correlation matrix, fuse, commutativity, linear regression, covariance, Hadoop, pararrel fold
Clojure Security in Microservices – APIs with Auth and Pedestal in Clojure
Security in microservices leveraged for digital transformation, artificial intelligence, and machine learning tasks - APIs with Auth and Pedestal in Clojure Buddy, Buddy sign, JSON Web Tokens, JSON Web Signature, JSON Web Encryption
IOT技術:IOT Technology Protected: Apache Spark’s processing model for distributed data processing
Used for digital transformation artificial intelligence and machine learning tasks Apache Spark's processing model (Executor, Task, Scheduler, Driver Program, Master Node, Worker Node, Spark Standalone, Mesos, Hadoop, HFDS, YARN, Partitions, RDD, Transformations, Actions, Resillient Distributed Dataset)
コンピューター Introduction to FPGAs for Software Engineers Machine Learning
Summary
An FPGA (Field Programmable Gate Array) is a programmable hardware device that can perform high-...
Clojure UML, workflow data visualization tool plantUML
UML for digital transformation , artificial intelligence , and machine learning tasks, workflow data visualization tools plantUML
アルゴリズム:Algorithms Protected: Implementation of model-free reinforcement learning in python (1) epsilon-greedy method
Implementation in python of the epsilon-Greedy method, a model-free reinforcement learning method for use in digital transformation, artificial intelligence, and machine learning tasks, multi-armed bandit
Clojure Hierarchical Temporal Memory and Clojure
Deep learning with hierarchical temporal memory and sparse distributed representation with Clojure for digital transformation (DX), artificial intelligence (AI), and machine learning (ML) tasks