• RAG (Retrieval Augmented Generation)

  Generative AIDonghyuk Kim10/4/2024

  #RAG#Retrieval Augmented Generation#LlamaIndex#VectorDB#Vector Database#TrueLens#Milvus

• Word/Sentence Embedding Models

  Generative AIDonghyuk Kim10/4/2024

  #Embedding

• Getting Started with n8n: Your Ultimate Workflow Automation Tool

  Generative AIDonghyuk Kim10/2/2024

  #n8n#Agent#Automation

• Evaluating Classification Models: Confusion Matrices and ROC Curves

  Machine LearningDonghyuk Kim10/2/2024

  #Confusion Matrix#AUC#ROC#Precision#Recall#Specificity#Sensitivity

• Introducing Napkin AI: Your Creative Companion

  AI NewsDonghyuk Kim10/1/2024

  #Napkin#Infographic

• Machine Learning Algorithms Demystified

  Machine LearningDonghyuk Kim10/1/2024

  #Classification#Supervised#Unsupervised#SVM#Random Forest#Decision Tree#KNN#Regression#K-Means

• Variance and Bias (분산과 편향)

  Data ScienceDonghyuk Kim9/24/2024

  #Variance#Bias

• Understanding Probability Sampling

  Data ScienceDonghyuk Kim9/22/2024

  #Sampling#SRS#Simple Random Sampling#Statified Sampling#Cluster Sampling#Systematic Sampling

• K-Nearest Neighbors (KNN): A Comprehensive Guide

  Data ScienceDonghyuk Kim9/22/2024

  #KNN#K-Nearst Neighbors

• Confidence Interval and IQR

  Data ScienceDonghyuk Kim9/21/2024

  #Confidence Level#Confidence Interval#Skewness#Kurtosis#Standard Scalar#Z-score#IQR#Standard Deviation#Variance

• Regression Coefficients and Coefficient of Determination (R-squared)

  Data ScienceDonghyuk Kim9/20/2024

  #Regression Coefficient#Coefficient of Determiniation#R-squared

• What is Decision Tree

  Data ScienceDonghyuk Kim9/20/2024

  #Decision Tree#Classification#Regression

• Made On Youtube 2024 : Veo on Dream Screen & Dubbing

  AI NewsDonghyuk Kim9/19/2024

  #Veo#Generative Video

• An introduction to Variational Autoencoders (VAE)

  Generative AIDonghyuk Kim9/18/2024

  #Generative AI#GAN#VAE#AE#Variational Autoencoders#EBLO#Reparameterization Trick

• Paper Review : Generative Adversarial Nets

  Generative AIDonghyuk Kim9/18/2024

  #Generative AI#GAN#Generative Adversarial Nets#Paper Review#Image Generation

• Overview of Classifier-Free Guidance (CFG)

  Generative AIDonghyuk Kim9/17/2024

  #Generative AI#Diffuser#Diffusion#CFG#Classifier-Free Guidance#CFG++

• Diffuser In-depth Overview

  Generative AIDonghyuk Kim9/17/2024

  #Generative AI#Diffuser#Genrative AI#Stable Diffusion#Image Generation#Video Generation#Audio Generation

• CNN (Convolutional Neural Network) Explanation Part. 3

  Computer VisionDonghyuk Kim9/14/2024

  #CNN#Convolution#Convolutional Neural Network#MobileNet#NAS#Neural Architecture Search

• CNN (Convolutional Neural Network) Explanation Part. 2

  Computer VisionDonghyuk Kim9/14/2024

  #CNN#Convolution#Convolutional Neural Network

• CNN (Convolutional Neural Network) Explanation Part. 1

  Computer VisionDonghyuk Kim9/14/2024

  #CNN#Convolution#Convolutional Neural Network#Propagation#Activation#Optimization#Stride#History

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