Natural Language Processing

  • Sentence Embeddings :en :kr
  • Machine Translation :en :kr
  • Question Answering :en :kr
  • Language Modelling :en :kr
  • Text Classification :en :kr
  • Text Generation :en :kr
  • Text Summarization :en :kr
  • Named Entity Recognition :en :kr
  • Visual Question Answering :en :kr
  • Emotion Recognition :en :kr
  • Sentiment Analysis :en :kr




Computer Vision

  • Image Classification :en :kr
  • Object Detection :en :kr
  • Domain Adaptation :en :kr
  • Denoising :en :kr
  • Few-Shot Learning :en :kr
  • Zero-Shot Learning :en :kr
  • Anomaly Detection :en :kr
  • Image Generation :en :kr
  • Pose Estimation :en :kr
  • Object Tracking :en :kr




Reinforcement Learning

  • The Markov Decision Process and Dynamic Programming :en :kr
  • Monte Carlo Methods :en :kr
  • Temporal Difference Learning :en :kr
  • Deep Q Network :en :kr
  • Deep Recurrent Q Network :en :kr
  • The Asynchronous Advantage Actor Critic Network :en :kr
  • Policy Gradients and Optimization :en :kr




Deep Learning

  • Hopfield Network :en :kr
  • Multi-Layer Perceptron :en :kr
  • Convolutional Neural Network :en :kr
  • Recurent Neural Network :en :kr
  • Graph Neural Network :en :kr
  • Generative Adversarial Network :en :kr
  • Variational Auto-Encoder :en :kr
  • Physically Informed Neural Network :en :kr




Machine Learning

  • Cluster Analysis :en :kr
  • Decision Tree :en :kr
  • Association Rule Learning :en :kr
  • Regression :en :kr
  • Logit Analysis :en :kr
  • Nearest Neighborhood :en :kr
  • Neural Network :en :kr
  • Confusion Matrix :en :kr
  • Ensemble Learning :en :kr




Security

  • Blockchain
  • Cryptocurrency




Compiler




Database

  • Structured Query Language :en :kr
  • Distributed File System and Hadoop, Spark, Presto :en :kr
  • Data Analysis&Management :en :kr
  • Data Consulting Service :en :kr
  • Data Warehouse :en :kr




Operating System

  • Windows :en :kr
  • LINUX :en :kr
  • UNIX :en :kr




Algorithms

  • Searching Algorithms :en :kr
  • Sorting Algorithms :en :kr
  • Dynamic Programming :en :kr




Data Structure

  • Data Types telling by the Compiler or Interpreter :en :kr
  • Abstract Data Structure :en :kr
  • Arrays Data Structure :en :kr
  • Linked Data Structure :en :kr
  • Trees Data Structure :en :kr
  • Graphs Data Structure :en :kr




Computability Theory

  • Complexity Class :en :kr




Programming Language

  • Fortran :en :kr
  • C :en :kr
  • C++ :en :kr
  • Python :en :kr
  • Java :en :kr
  • html :en :kr
  • JavaScript :en :kr
  • LaTex :en :kr
  • R :en :kr




ADDITIONALS

  • Utilities :en :kr

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