01-1: Dimensionality Reduction Overview

고려대학교 일반대학원 산업경영공학과 비즈니스 애널리틱스 1장: Dimensionality Reduction Part 1: 차원 축소 개요 https://github.com/pilsung-kang/Busin...

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01-2: Dimensionality Reduction - Supervised Selection
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01-2: Dimensionality Reduction - Supervised Selection

04-6: Ensemble Learning - Gradient Boosting Machine (GBM) (앙상블 기법-그래디언트 부스팅)
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04-6: Ensemble Learning - Gradient Boosting Machine (GBM) (앙상블 기법-그래디언트 부스팅)

Machine Learning Fundamentals | From Data to Intelligence | MRU E-Learning
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Machine Learning Fundamentals | From Data to Intelligence | MRU E-Learning

01-4: Dimensionality Reduction - PCA
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01-4: Dimensionality Reduction - PCA

05-1: Semi supervised Learning - Overview
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05-1: Semi supervised Learning - Overview

the best classical music for concentration | atmospheric music for focus
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the best classical music for concentration | atmospheric music for focus

1. Introduction and Scope
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1. Introduction and Scope

But what is a convolution?
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But what is a convolution?

Never Buy a Water Pump Again! A 65-Year-Old Plumber Made His Own Water Pump Using PVC Pipes | Update
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Never Buy a Water Pump Again! A 65-Year-Old Plumber Made His Own Water Pump Using PVC Pipes | Update

04-1: Ensemble Learning - Overview
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04-1: Ensemble Learning - Overview

See How a 453kg Giant Bluefin Tuna Is Flawlessly Carved in Seconds
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See How a 453kg Giant Bluefin Tuna Is Flawlessly Carved in Seconds

Introduction to Variational Calculus - Deriving the Euler-Lagrange Equation
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Introduction to Variational Calculus - Deriving the Euler-Lagrange Equation

6. Monte Carlo Simulation
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6. Monte Carlo Simulation

[핵심 머신러닝] Principal Component Analysis (PCA, 주성분 분석)
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[핵심 머신러닝] Principal Component Analysis (PCA, 주성분 분석)

03-7: Anomaly Detection - Isolation Forest (이상치탐지 - Isolation Forest)
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03-7: Anomaly Detection - Isolation Forest (이상치탐지 - Isolation Forest)

AlphaFold - The Most Useful Thing AI Has Ever Done
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AlphaFold - The Most Useful Thing AI Has Ever Done

03-6: Anomaly Detection - Auto-Encoder, 1-SVM, & SVDD (이상치탐지 - 오토인코더, 1-SVM, SVDD)
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03-6: Anomaly Detection - Auto-Encoder, 1-SVM, & SVDD (이상치탐지 - 오토인코더, 1-SVM, SVDD)

04-7: Ensemble Learning - XGBoost (앙상블 기법 - XGBoost)
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04-7: Ensemble Learning - XGBoost (앙상블 기법 - XGBoost)

Hidden Markov Model : Data Science Concepts
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Hidden Markov Model : Data Science Concepts

But what is a neural network? | Deep learning chapter 1
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But what is a neural network? | Deep learning chapter 1