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Lif31up's Blog
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Artificial Intelligent
Artificial Intelligent
  • Welcome! I'm Myeonghwan
  • How to Read the Pages
  • Deep Learning
    • Understanding Linear and Logistic Regression: Core Machine Learning Concepts
    • Understanding Neural Network Foundations: Perceptron, ADALINE and MLP
    • Artificial Neural Network into Deep Neural Network, Birth of AI Generation
    • Challenges in Training Deep Neural Network and the Latest Solutions
  • Modern AI Systems: An In-depth Guide to Cutting-edge Technologies and Applications
  • Sequential Data Processing
    • Tokenization and Stemming, Lemmatization, Stop-word Removal: Foundational Works of NLP
    • Pioneers of Sequential Data Processing Modeling: RNN and LSTMs
    • Attention Is All You Need
    • Outrageously Large Neural Networks: The Sparsely-Gated Mixture-of-Experts Layer
    • Mamba: Linear-Time Sequence Modeling with Selective State Spaces
  • Few Shot Learning
    • Overviewing on Meta Learning: What is Few/Zero Shot Learning?
    • Prototypical Networks for Few-shot Learning
    • Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks
  • Geometric Learning
    • Convolutional Neural Networks
  • Welcome! I'm Myeonghwan (for recruiter)
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How to Read the Pages

The blog documents adhere to the following guidelines:

  • It only uses Heading 2 and Heading 3. Every subtopics under Heading 3 must be nested by Hint, Expandable.

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