Posts by Tag

• Machine Learning 42
• deep learning 38
• SoftwareEngineering 19
• Python 12
• Algorithm 11
• Coursera 9
• LearningPython 9
• LearnigPython 8
• CodingTest 7
• CodingInterview 7
• DLSC2 6
• CI/CD 6
• VCS 6
• Network 6
• Git 5
• GCP 5
• Linear algebra 5
• Mathmathics 5
• Scope 5
• Chp17Scope 5
• Boostcourse 4
• Pytorch 4
• Pytorch data api 4
• DLSC3 4
• ML Strategy 4
• Huggingface 4
• batch size 4
• Computer Science 4
• Network Device 4
• Object 4
• Builtin 4
• vectors 3
• technique 3
• Google Cloud 3
• Bigquery 3
• DLSC4 3
• NLP 2
• Module 2
• Package 2
• Recursion 2
• Iteration 2
• Resource Management 2
• Convolution 2
• loop 2
• derivation 2
• PythonInternal 2
• 3blue1brown 2
• Blog 1
• jekyll 1
• Github 1
• Data Engineering 1
• DataLake 1
• DataWarehouse 1
• Visualization 1
• matrix 1
• nlp 1
• Handsonmachinelearning 1
• orelly 1
• Metaverse 1
• Meta 1
• Ironman 1
• Pattern Recognition and Machine Learning 1
• Flask 1
• Callback 1
• Dataset 1
• Optimization 1
• pyhsics 1
• Datastructure 1
• Attention 1
• UNIX 1
• GUI 1
• Tools 1
• Docker 1
• Container 1
• OS 1
• C4 1
• Khan 1
• Statistics 1
• cateogrical data 1
• Statemens 1
• Chp13Loop 1
• ResNet 1
• Chp4Objetcs 1
• LinearRegression 1
• StandfordML 1
• Chp5Numeric 1
• TCPIP 1
• IntegerInternal 1
• DeepLearning General Method 1
• String 1
• StringInternal 1
• Introduction-to-algorithm-6.006 1
• Transformer 1
• attention 1
• iterator 1
• Chp14 Iteration Protocol 1

Machine Learning

Determinant and Inverse in terms of geometry and function

2 minute read

3Blue1Brown Linear Algebra :Lec 06~07

Encoder-Decoder(RNN,CNN,attention,self-attention)

5 minute read

Encoder decoder Types

Convolution Neural Network : Variation

6 minute read

Convolution Variation

Vector,Matrix,Linear Transformation

7 minute read

3Blue1Brown Linear Algebra :Lec 01~05

Transfer Learning,Multitask learning, end-to-end Learning

3 minute read

ML Project structing

BackPropagatoin Mathmatical Derivation

6 minute read

FCN backpropagation in Mathematical view

Pytorch data api : worker, pinned memory, prefetch, non-blocking?? 이 것들이 다 설정되면 어떻게 작동할까요?

4 minute read

Data Transfer optimization and overlap

Train,Dev,Test의 error를 어떻게 해석해야 할까요?

6 minute read

ML Project structing

임의의 숫자의 parameter를 가진 FeedForward Network의 일반항을 정의하고 vectorize하는 과정을 수식으로 도출해보자

4 minute read

Mathematical view

Pytorch data api : Multiprocessing

9 minute read

Pytorch multiprocess

Polynomial Regression

2 minute read

Standford ML

Setting Your Goal

2 minute read

DeepLearning.ai Dls ML strategy (Metric, Data Split)

Residual Network : intuition

2 minute read

ResNet Intuition

Categorical variable’s representation and interpretation

4 minute read

one-way table, two-way table, bar graph, distribution

Pytorch data api : sampler and dataset style

11 minute read

Pytorch에서 dataset and data sampler

what is vector and operating on vectors:Computer Science perspective

3 minute read

What does on vectors?

Convolution Assignment from scratch

9 minute read

DeepLearning.ai Dls Convolution

Convolution Neural Network : intuition

8 minute read

Convolution Intuition

Optimization Assignment from scratch

8 minute read

DeepLearning.ai Dls Optimization

What is Attention?Why softmax in hidden layer output?

12 minute read

Attention and Explicit Memory

Exponentially Weighted Average and Momentum

6 minute read

Momentum and Exponentially Weighted Average

Pretrained Language Model

2 minute read

PLM

Pretrained Language Model

less than 1 minute read

PLM

Huggingface:Datasets

2 minute read

Huggingface Datasets

Huggingface:TrainerCallback

3 minute read

Huggingface TrainerCallback

Batch Norm in Neural Network Training and Test

2 minute read

Practical batch norm in neural net

Why Batch Norm Works

2 minute read

Batch Norm why

Batch Norm introduction

1 minute read

Batch Norm intro

Batch vs Mini batch vs Stochastic

1 minute read

Batch size

Flask:Sentiment Classifier tutorial

2 minute read

Huggingface Deployment using Flask

Nas from scratch using Optuna

5 minute read

Boostcampai model optimzation practical

Huggingface tutorial: Tokenizer summary

5 minute read

Tokenizer summary

When to change Dev/test sets and metrics

1 minute read

DeepLearning.ai Dls ML strategy

Intro,polynominal curve

4 minute read

Pattern Recognition and Machine Learning

Pytorch SubSampling : Dataloaer & SubSampler, ranodm_split , Subset

2 minute read

Pytorch에서 subset 만들기

AutoML:Optumna

6 minute read

Boostcampai model optimziation 4

AutoML 이론

3 minute read

Boostcampai model optimziation 3

ModelOptimization Introduction

2 minute read

Boostcampai model optimziation 1

ML landscape

7 minute read

Hands on machinelearning chp1

TransferLearning in NLP

1 minute read

DeepLearning.ai nlp course

Matrices in linear Algebra:operating on vectors

1 minute read

What Matriceeis does on vectors?

Quiver:Plot vector

1 minute read

How to plot vectors in pytho?

Back to top ↑

deep learning

Profiling using Nvidia Nsight Tools

23 minute read

Profiling with Nvidia Nsight tools

Determinant and Inverse in terms of geometry and function

2 minute read

3Blue1Brown Linear Algebra :Lec 06~07

Encoder-Decoder(RNN,CNN,attention,self-attention)

5 minute read

Encoder decoder Types

Unefficient tiral with vgg reproducing

9 minute read

Vgg를 reproducing 하면서 겪었던 여러 issuee들

Convolution Neural Network : Variation

6 minute read

Convolution Variation

Vector,Matrix,Linear Transformation

7 minute read

3Blue1Brown Linear Algebra :Lec 01~05

Transfer Learning,Multitask learning, end-to-end Learning

3 minute read

ML Project structing

BackPropagatoin Mathmatical Derivation

6 minute read

FCN backpropagation in Mathematical view

Pytorch data api : worker, pinned memory, prefetch, non-blocking?? 이 것들이 다 설정되면 어떻게 작동할까요?

4 minute read

Data Transfer optimization and overlap

Train,Dev,Test의 error를 어떻게 해석해야 할까요?

6 minute read

ML Project structing

임의의 숫자의 parameter를 가진 FeedForward Network의 일반항을 정의하고 vectorize하는 과정을 수식으로 도출해보자

4 minute read

Mathematical view

Pytorch data api : Multiprocessing

9 minute read

Pytorch multiprocess

Setting Your Goal

2 minute read

DeepLearning.ai Dls ML strategy (Metric, Data Split)

Residual Network : intuition

2 minute read

ResNet Intuition

Pytorch data api : sampler and dataset style

11 minute read

Pytorch에서 dataset and data sampler

Convolution Assignment from scratch

9 minute read

DeepLearning.ai Dls Convolution

Convolution Neural Network : intuition

8 minute read

Convolution Intuition

Optimization Assignment from scratch

8 minute read

DeepLearning.ai Dls Optimization

What is Attention?Why softmax in hidden layer output?

12 minute read

Attention and Explicit Memory

Exponentially Weighted Average and Momentum

6 minute read

Momentum and Exponentially Weighted Average

Pretrained Language Model

2 minute read

PLM

Pretrained Language Model

less than 1 minute read

PLM

Huggingface:Datasets

2 minute read

Huggingface Datasets

Huggingface:TrainerCallback

3 minute read

Huggingface TrainerCallback

Batch Norm in Neural Network Training and Test

2 minute read

Practical batch norm in neural net

Why Batch Norm Works

2 minute read

Batch Norm why

Batch Norm introduction

1 minute read

Batch Norm intro

Batch vs Mini batch vs Stochastic

1 minute read

Batch size

Flask:Sentiment Classifier tutorial

2 minute read

Huggingface Deployment using Flask

Nas from scratch using Optuna

5 minute read

Boostcampai model optimzation practical

Huggingface tutorial: Tokenizer summary

5 minute read

Tokenizer summary

When to change Dev/test sets and metrics

1 minute read

DeepLearning.ai Dls ML strategy

Intro,polynominal curve

4 minute read

Pattern Recognition and Machine Learning

Pytorch SubSampling : Dataloaer & SubSampler, ranodm_split , Subset

2 minute read

Pytorch에서 subset 만들기

AutoML:Optumna

6 minute read

Boostcampai model optimziation 4

AutoML 이론

3 minute read

Boostcampai model optimziation 3

ModelOptimization Introduction

2 minute read

Boostcampai model optimziation 1

TransferLearning in NLP

1 minute read

DeepLearning.ai nlp course

Back to top ↑

SoftwareEngineering

Synchronize,Asynchronize vs Non-blocking,Blocking : Synchronize와 Blocking은 같은거 아닌가?

3 minute read

I/O , CPu overlaping

The Phyiscal Layer

1 minute read

TCP 5 layer model-phyiscal

Remote Branch:origin/master는 무엇일까요?

4 minute read

git remote server

Network layer device :Rotuer

less than 1 minute read

Network System device at Network Layer

Transport Layer Device : Client and Server

less than 1 minute read

Network System device at Transport Layer

Hub and Switch

less than 1 minute read

Network System device

git에서의 merge pattern

3 minute read

branch and merge basic

Operating System Intro

4 minute read

Operating system

Network Cable

1 minute read

Networking Cable

software release를 관리할려면 git에서는 tag를 사용한다.

3 minute read

tag and release

커밋은 무엇이고 ,브랜치는 무엇인가? 약간 디테일하게

3 minute read

Commit and Branch

TCP/IP 5 layer model

1 minute read

Networking MOdel

What is Container? ,Docker in Container perspective

4 minute read

Docker and Container

Resource ManageMent

5 minute read

Pattern in Resource Mangement

Git file state and convert to each other

7 minute read

git file state

Windows Command

less than 1 minute read

Window

UNIX vs GUI

2 minute read

UNIX

What is VCS

4 minute read

VCS and git

CI(Continuous Integration)

2 minute read

Continuous integratoin

Back to top ↑

Python

Python Iteration Protocol, List Comprehension

5 minute read

iteration details

문자열 조작 : 여러가지 솔루션과 내부구현 비교

6 minute read

Python String Operation

Integer Internal Implementation after 3.12

8 minute read

Python Intger Internal

Numerics

4 minute read

Python Numerics

What is Objects and Why use Built-in objects

1 minute read

Python Objects

Python loop statement의 일반적인 형태 와 정의 .어떻게 loop에서 Flag변수를 사용하지 않을 수 있는가?

3 minute read

for and while detail in Python

State Retention Compare

2 minute read

Summary

Nonlocal statement에 대한 심화설명.PEP와 Python Docs의 내용을 참조해서 알아보자

2 minute read

Nonlocal이 preassgin이 되어야만 했던 이유

How to state retention in nested scope

5 minute read

Nested Scope

Python Global Statement and Gloal scope is dangerous

3 minute read

Global Scope

Python Scope

1 minute read

Scope

Module and Package

3 minute read

Module and Package

Back to top ↑

Algorithm

Topological Ordering

5 minute read

DAG or Cycle

Special Stalck

9 minute read

Special Stack

Array Rotation Program

5 minute read

Array Rotation problem in geeksforgeeks

Recursion to Iteration

6 minute read

Recursion , Iteratoin

Recursion vs Iteration

4 minute read

Recursion , Iteratoin

Threaded Binary tree and Morris Traversal

4 minute read

Binary tree

LeetCode 96 unique BST

2 minute read

LeetCode 96

정해진 데이터 vs 임의의 데이터 집합

1 minute read

자료구조와 그 operation에 대해서

기본 알고리즘의 중요성

2 minute read

이를 수정하게 되면 무슨일이 발생하는가

블록중심회전 vs 점 중심회전

less than 1 minute read

프로그래머스 위클리 3주차에서 알게된 사실

Programmers[weekly3]

2 minute read

프로그래머스 위클리 3주차

Back to top ↑

Coursera

Transfer Learning,Multitask learning, end-to-end Learning

3 minute read

ML Project structing

Train,Dev,Test의 error를 어떻게 해석해야 할까요?

6 minute read

ML Project structing

Setting Your Goal

2 minute read

DeepLearning.ai Dls ML strategy (Metric, Data Split)

what is vector and operating on vectors:Computer Science perspective

3 minute read

What does on vectors?

Convolution Assignment from scratch

9 minute read

DeepLearning.ai Dls Convolution

Optimization Assignment from scratch

8 minute read

DeepLearning.ai Dls Optimization

When to change Dev/test sets and metrics

1 minute read

DeepLearning.ai Dls ML strategy

TransferLearning in NLP

1 minute read

DeepLearning.ai nlp course

Matrices in linear Algebra:operating on vectors

1 minute read

What Matriceeis does on vectors?

Back to top ↑

LearningPython

Python Iteration Protocol, List Comprehension

5 minute read

iteration details

Numerics

4 minute read

Python Numerics

What is Objects and Why use Built-in objects

1 minute read

Python Objects

Python loop statement의 일반적인 형태 와 정의 .어떻게 loop에서 Flag변수를 사용하지 않을 수 있는가?

3 minute read

for and while detail in Python

State Retention Compare

2 minute read

Summary

Nonlocal statement에 대한 심화설명.PEP와 Python Docs의 내용을 참조해서 알아보자

2 minute read

Nonlocal이 preassgin이 되어야만 했던 이유

How to state retention in nested scope

5 minute read

Nested Scope

Python Global Statement and Gloal scope is dangerous

3 minute read

Global Scope

Python Scope

1 minute read

Scope

Back to top ↑

LearnigPython

Python Iteration Protocol, List Comprehension

5 minute read

iteration details

Numerics

4 minute read

Python Numerics

What is Objects and Why use Built-in objects

1 minute read

Python Objects

Python loop statement의 일반적인 형태 와 정의 .어떻게 loop에서 Flag변수를 사용하지 않을 수 있는가?

3 minute read

for and while detail in Python

State Retention Compare

2 minute read

Summary

Nonlocal statement에 대한 심화설명.PEP와 Python Docs의 내용을 참조해서 알아보자

2 minute read

Nonlocal이 preassgin이 되어야만 했던 이유

How to state retention in nested scope

5 minute read

Nested Scope

Python Global Statement and Gloal scope is dangerous

3 minute read

Global Scope

Back to top ↑

CodingTest

Special Stalck

9 minute read

Special Stack

Array Rotation Program

5 minute read

Array Rotation problem in geeksforgeeks

LeetCode 96 unique BST

2 minute read

LeetCode 96

정해진 데이터 vs 임의의 데이터 집합

1 minute read

자료구조와 그 operation에 대해서

기본 알고리즘의 중요성

2 minute read

이를 수정하게 되면 무슨일이 발생하는가

블록중심회전 vs 점 중심회전

less than 1 minute read

프로그래머스 위클리 3주차에서 알게된 사실

Programmers[weekly3]

2 minute read

프로그래머스 위클리 3주차

Back to top ↑

CodingInterview

Special Stalck

9 minute read

Special Stack

Array Rotation Program

5 minute read

Array Rotation problem in geeksforgeeks

LeetCode 96 unique BST

2 minute read

LeetCode 96

정해진 데이터 vs 임의의 데이터 집합

1 minute read

자료구조와 그 operation에 대해서

기본 알고리즘의 중요성

2 minute read

이를 수정하게 되면 무슨일이 발생하는가

블록중심회전 vs 점 중심회전

less than 1 minute read

프로그래머스 위클리 3주차에서 알게된 사실

Programmers[weekly3]

2 minute read

프로그래머스 위클리 3주차

Back to top ↑

DLSC2

Optimization Assignment from scratch

8 minute read

DeepLearning.ai Dls Optimization

Exponentially Weighted Average and Momentum

6 minute read

Momentum and Exponentially Weighted Average

Batch Norm in Neural Network Training and Test

2 minute read

Practical batch norm in neural net

Why Batch Norm Works

2 minute read

Batch Norm why

Batch Norm introduction

1 minute read

Batch Norm intro

Batch vs Mini batch vs Stochastic

1 minute read

Batch size

Back to top ↑

CI/CD

Remote Branch:origin/master는 무엇일까요?

4 minute read

git remote server

git에서의 merge pattern

3 minute read

branch and merge basic

software release를 관리할려면 git에서는 tag를 사용한다.

3 minute read

tag and release

커밋은 무엇이고 ,브랜치는 무엇인가? 약간 디테일하게

3 minute read

Commit and Branch

What is Container? ,Docker in Container perspective

4 minute read

Docker and Container

CI(Continuous Integration)

2 minute read

Continuous integratoin

Back to top ↑

VCS

Remote Branch:origin/master는 무엇일까요?

4 minute read

git remote server

git에서의 merge pattern

3 minute read

branch and merge basic

software release를 관리할려면 git에서는 tag를 사용한다.

3 minute read

tag and release

커밋은 무엇이고 ,브랜치는 무엇인가? 약간 디테일하게

3 minute read

Commit and Branch

Git file state and convert to each other

7 minute read

git file state

What is VCS

4 minute read

VCS and git

Back to top ↑

Network

The Phyiscal Layer

1 minute read

TCP 5 layer model-phyiscal

Network layer device :Rotuer

less than 1 minute read

Network System device at Network Layer

Transport Layer Device : Client and Server

less than 1 minute read

Network System device at Transport Layer

Hub and Switch

less than 1 minute read

Network System device

Network Cable

1 minute read

Networking Cable

TCP/IP 5 layer model

1 minute read

Networking MOdel

Back to top ↑

Git

Remote Branch:origin/master는 무엇일까요?

4 minute read

git remote server

git에서의 merge pattern

3 minute read

branch and merge basic

software release를 관리할려면 git에서는 tag를 사용한다.

3 minute read

tag and release

커밋은 무엇이고 ,브랜치는 무엇인가? 약간 디테일하게

3 minute read

Commit and Branch

Move Blog to Jekyll

4 minute read

Blog를 tistory에서 Jekyll로 옮긴 이유

Back to top ↑

GCP

Data Loading into Bigquery

4 minute read

GCP Bigquery

Metaverse Introductions

3 minute read

What is MR,XR?

BigQuery Access Control

3 minute read

GCP Bigquery

BigQuery Intro

less than 1 minute read

GCP Bigquery

Data Engineering 개요

1 minute read

Data Engineering,DataLake,Data Warehouse란?

Back to top ↑

Linear algebra

Determinant and Inverse in terms of geometry and function

2 minute read

3Blue1Brown Linear Algebra :Lec 06~07

Vector,Matrix,Linear Transformation

7 minute read

3Blue1Brown Linear Algebra :Lec 01~05

what is vector and operating on vectors:Computer Science perspective

3 minute read

What does on vectors?

Matrices in linear Algebra:operating on vectors

1 minute read

What Matriceeis does on vectors?

Quiver:Plot vector

1 minute read

How to plot vectors in pytho?

Back to top ↑

Mathmathics

Determinant and Inverse in terms of geometry and function

2 minute read

3Blue1Brown Linear Algebra :Lec 06~07

Vector,Matrix,Linear Transformation

7 minute read

3Blue1Brown Linear Algebra :Lec 01~05

Categorical variable’s representation and interpretation

4 minute read

one-way table, two-way table, bar graph, distribution

what is vector and operating on vectors:Computer Science perspective

3 minute read

What does on vectors?

Matrices in linear Algebra:operating on vectors

1 minute read

What Matriceeis does on vectors?

Back to top ↑

Scope

State Retention Compare

2 minute read

Summary

Nonlocal statement에 대한 심화설명.PEP와 Python Docs의 내용을 참조해서 알아보자

2 minute read

Nonlocal이 preassgin이 되어야만 했던 이유

How to state retention in nested scope

5 minute read

Nested Scope

Python Global Statement and Gloal scope is dangerous

3 minute read

Global Scope

Python Scope

1 minute read

Scope

Back to top ↑

Chp17Scope

State Retention Compare

2 minute read

Summary

Nonlocal statement에 대한 심화설명.PEP와 Python Docs의 내용을 참조해서 알아보자

2 minute read

Nonlocal이 preassgin이 되어야만 했던 이유

How to state retention in nested scope

5 minute read

Nested Scope

Python Global Statement and Gloal scope is dangerous

3 minute read

Global Scope

Python Scope

1 minute read

Scope

Back to top ↑

Boostcourse

Nas from scratch using Optuna

5 minute read

Boostcampai model optimzation practical

AutoML:Optumna

6 minute read

Boostcampai model optimziation 4

AutoML 이론

3 minute read

Boostcampai model optimziation 3

ModelOptimization Introduction

2 minute read

Boostcampai model optimziation 1

Back to top ↑

Pytorch

Pytorch data api : worker, pinned memory, prefetch, non-blocking?? 이 것들이 다 설정되면 어떻게 작동할까요?

4 minute read

Data Transfer optimization and overlap

Pytorch data api : Multiprocessing

9 minute read

Pytorch multiprocess

Pytorch data api : sampler and dataset style

11 minute read

Pytorch에서 dataset and data sampler

Pytorch SubSampling : Dataloaer & SubSampler, ranodm_split , Subset

2 minute read

Pytorch에서 subset 만들기

Back to top ↑

Pytorch data api

Pytorch data api : worker, pinned memory, prefetch, non-blocking?? 이 것들이 다 설정되면 어떻게 작동할까요?

4 minute read

Data Transfer optimization and overlap

Pytorch data api : Multiprocessing

9 minute read

Pytorch multiprocess

Pytorch data api : sampler and dataset style

11 minute read

Pytorch에서 dataset and data sampler

Pytorch SubSampling : Dataloaer & SubSampler, ranodm_split , Subset

2 minute read

Pytorch에서 subset 만들기

Back to top ↑

DLSC3

Transfer Learning,Multitask learning, end-to-end Learning

3 minute read

ML Project structing

Train,Dev,Test의 error를 어떻게 해석해야 할까요?

6 minute read

ML Project structing

Setting Your Goal

2 minute read

DeepLearning.ai Dls ML strategy (Metric, Data Split)

When to change Dev/test sets and metrics

1 minute read

DeepLearning.ai Dls ML strategy

Back to top ↑

ML Strategy

Transfer Learning,Multitask learning, end-to-end Learning

3 minute read

ML Project structing

Train,Dev,Test의 error를 어떻게 해석해야 할까요?

6 minute read

ML Project structing

Setting Your Goal

2 minute read

DeepLearning.ai Dls ML strategy (Metric, Data Split)

When to change Dev/test sets and metrics

1 minute read

DeepLearning.ai Dls ML strategy

Back to top ↑

Huggingface

Huggingface:Datasets

2 minute read

Huggingface Datasets

Huggingface:TrainerCallback

3 minute read

Huggingface TrainerCallback

Flask:Sentiment Classifier tutorial

2 minute read

Huggingface Deployment using Flask

Huggingface tutorial: Tokenizer summary

5 minute read

Tokenizer summary

Back to top ↑

batch size

Batch Norm in Neural Network Training and Test

2 minute read

Practical batch norm in neural net

Why Batch Norm Works

2 minute read

Batch Norm why

Batch Norm introduction

1 minute read

Batch Norm intro

Batch vs Mini batch vs Stochastic

1 minute read

Batch size

Back to top ↑

Computer Science

Topological Ordering

5 minute read

DAG or Cycle

Recursion to Iteration

6 minute read

Recursion , Iteratoin

Recursion vs Iteration

4 minute read

Recursion , Iteratoin

Threaded Binary tree and Morris Traversal

4 minute read

Binary tree

Back to top ↑

Network Device

Network layer device :Rotuer

less than 1 minute read

Network System device at Network Layer

Transport Layer Device : Client and Server

less than 1 minute read

Network System device at Transport Layer

Hub and Switch

less than 1 minute read

Network System device

Network Cable

1 minute read

Networking Cable

Back to top ↑

Object

문자열 조작 : 여러가지 솔루션과 내부구현 비교

6 minute read

Python String Operation

Integer Internal Implementation after 3.12

8 minute read

Python Intger Internal

Numerics

4 minute read

Python Numerics

What is Objects and Why use Built-in objects

1 minute read

Python Objects

Back to top ↑

Builtin

문자열 조작 : 여러가지 솔루션과 내부구현 비교

6 minute read

Python String Operation

Integer Internal Implementation after 3.12

8 minute read

Python Intger Internal

Numerics

4 minute read

Python Numerics

What is Objects and Why use Built-in objects

1 minute read

Python Objects

Back to top ↑

vectors

what is vector and operating on vectors:Computer Science perspective

3 minute read

What does on vectors?

Matrices in linear Algebra:operating on vectors

1 minute read

What Matriceeis does on vectors?

Quiver:Plot vector

1 minute read

How to plot vectors in pytho?

Back to top ↑

technique

정해진 데이터 vs 임의의 데이터 집합

1 minute read

자료구조와 그 operation에 대해서

기본 알고리즘의 중요성

2 minute read

이를 수정하게 되면 무슨일이 발생하는가

블록중심회전 vs 점 중심회전

less than 1 minute read

프로그래머스 위클리 3주차에서 알게된 사실

Back to top ↑

Google Cloud

Data Loading into Bigquery

4 minute read

GCP Bigquery

BigQuery Access Control

3 minute read

GCP Bigquery

BigQuery Intro

less than 1 minute read

GCP Bigquery

Back to top ↑

Bigquery

Data Loading into Bigquery

4 minute read

GCP Bigquery

BigQuery Access Control

3 minute read

GCP Bigquery

BigQuery Intro

less than 1 minute read

GCP Bigquery

Back to top ↑

DLSC4

Convolution Neural Network : Variation

6 minute read

Convolution Variation

Residual Network : intuition

2 minute read

ResNet Intuition

Convolution Neural Network : intuition

8 minute read

Convolution Intuition

Back to top ↑

NLP

Pretrained Language Model

2 minute read

PLM

Pretrained Language Model

less than 1 minute read

PLM

Back to top ↑

Module

Python Scope

1 minute read

Scope

Module and Package

3 minute read

Module and Package

Back to top ↑

Package

Python Scope

1 minute read

Scope

Module and Package

3 minute read

Module and Package

Back to top ↑

Recursion

Recursion to Iteration

6 minute read

Recursion , Iteratoin

Recursion vs Iteration

4 minute read

Recursion , Iteratoin

Back to top ↑

Iteration

Recursion to Iteration

6 minute read

Recursion , Iteratoin

Recursion vs Iteration

4 minute read

Recursion , Iteratoin

Back to top ↑

Resource Management

Synchronize,Asynchronize vs Non-blocking,Blocking : Synchronize와 Blocking은 같은거 아닌가?

3 minute read

I/O , CPu overlaping

Resource ManageMent

5 minute read

Pattern in Resource Mangement

Back to top ↑

Convolution

Convolution Neural Network : Variation

6 minute read

Convolution Variation

Convolution Neural Network : intuition

8 minute read

Convolution Intuition

Back to top ↑

loop

Python Iteration Protocol, List Comprehension

5 minute read

iteration details

Python loop statement의 일반적인 형태 와 정의 .어떻게 loop에서 Flag변수를 사용하지 않을 수 있는가?

3 minute read

for and while detail in Python

Back to top ↑

derivation

BackPropagatoin Mathmatical Derivation

6 minute read

FCN backpropagation in Mathematical view

임의의 숫자의 parameter를 가진 FeedForward Network의 일반항을 정의하고 vectorize하는 과정을 수식으로 도출해보자

4 minute read

Mathematical view

Back to top ↑

PythonInternal

문자열 조작 : 여러가지 솔루션과 내부구현 비교

6 minute read

Python String Operation

Integer Internal Implementation after 3.12

8 minute read

Python Intger Internal

Back to top ↑

3blue1brown

Determinant and Inverse in terms of geometry and function

2 minute read

3Blue1Brown Linear Algebra :Lec 06~07

Vector,Matrix,Linear Transformation

7 minute read

3Blue1Brown Linear Algebra :Lec 01~05

Back to top ↑

Blog

Move Blog to Jekyll

4 minute read

Blog를 tistory에서 Jekyll로 옮긴 이유

Back to top ↑

jekyll

Move Blog to Jekyll

4 minute read

Blog를 tistory에서 Jekyll로 옮긴 이유

Back to top ↑

Github

Move Blog to Jekyll

4 minute read

Blog를 tistory에서 Jekyll로 옮긴 이유

Back to top ↑

Data Engineering

Data Engineering 개요

1 minute read

Data Engineering,DataLake,Data Warehouse란?

Back to top ↑

DataLake

Data Engineering 개요

1 minute read

Data Engineering,DataLake,Data Warehouse란?

Back to top ↑

DataWarehouse

Data Engineering 개요

1 minute read

Data Engineering,DataLake,Data Warehouse란?

Back to top ↑

Visualization

Quiver:Plot vector

1 minute read

How to plot vectors in pytho?

Back to top ↑

matrix

Matrices in linear Algebra:operating on vectors

1 minute read

What Matriceeis does on vectors?

Back to top ↑

nlp

TransferLearning in NLP

1 minute read

DeepLearning.ai nlp course

Back to top ↑

Handsonmachinelearning

ML landscape

7 minute read

Hands on machinelearning chp1

Back to top ↑

orelly

ML landscape

7 minute read

Hands on machinelearning chp1

Back to top ↑

Metaverse

Metaverse Introductions

3 minute read

What is MR,XR?

Back to top ↑

Meta

Metaverse Introductions

3 minute read

What is MR,XR?

Back to top ↑

Ironman

Metaverse Introductions

3 minute read

What is MR,XR?

Back to top ↑

Pattern Recognition and Machine Learning

Intro,polynominal curve

4 minute read

Pattern Recognition and Machine Learning

Back to top ↑

Flask

Flask:Sentiment Classifier tutorial

2 minute read

Huggingface Deployment using Flask

Back to top ↑

Callback

Huggingface:TrainerCallback

3 minute read

Huggingface TrainerCallback

Back to top ↑

Dataset

Huggingface:Datasets

2 minute read

Huggingface Datasets

Back to top ↑

Optimization

Exponentially Weighted Average and Momentum

6 minute read

Momentum and Exponentially Weighted Average

Back to top ↑

pyhsics

Exponentially Weighted Average and Momentum

6 minute read

Momentum and Exponentially Weighted Average

Back to top ↑

Datastructure

Threaded Binary tree and Morris Traversal

4 minute read

Binary tree

Back to top ↑

Attention

What is Attention?Why softmax in hidden layer output?

12 minute read

Attention and Explicit Memory

Back to top ↑

UNIX

UNIX vs GUI

2 minute read

UNIX

Back to top ↑

GUI

UNIX vs GUI

2 minute read

UNIX

Back to top ↑

Tools

Windows Command

less than 1 minute read

Window

Back to top ↑

Docker

What is Container? ,Docker in Container perspective

4 minute read

Docker and Container

Back to top ↑

Container

What is Container? ,Docker in Container perspective

4 minute read

Docker and Container

Back to top ↑

OS

Operating System Intro

4 minute read

Operating system

Back to top ↑

C4

Convolution Assignment from scratch

9 minute read

DeepLearning.ai Dls Convolution

Back to top ↑

Khan

Categorical variable’s representation and interpretation

4 minute read

one-way table, two-way table, bar graph, distribution

Back to top ↑

Statistics

Categorical variable’s representation and interpretation

4 minute read

one-way table, two-way table, bar graph, distribution

Back to top ↑

cateogrical data

Categorical variable’s representation and interpretation

4 minute read

one-way table, two-way table, bar graph, distribution

Back to top ↑

Statemens

Python loop statement의 일반적인 형태 와 정의 .어떻게 loop에서 Flag변수를 사용하지 않을 수 있는가?

3 minute read

for and while detail in Python

Back to top ↑

Chp13Loop

Python loop statement의 일반적인 형태 와 정의 .어떻게 loop에서 Flag변수를 사용하지 않을 수 있는가?

3 minute read

for and while detail in Python

Back to top ↑

ResNet

Residual Network : intuition

2 minute read

ResNet Intuition

Back to top ↑

Chp4Objetcs

What is Objects and Why use Built-in objects

1 minute read

Python Objects

Back to top ↑

LinearRegression

Polynomial Regression

2 minute read

Standford ML

Back to top ↑

StandfordML

Polynomial Regression

2 minute read

Standford ML

Back to top ↑

Chp5Numeric

Numerics

4 minute read

Python Numerics

Back to top ↑

TCPIP

The Phyiscal Layer

1 minute read

TCP 5 layer model-phyiscal

Back to top ↑

IntegerInternal

Integer Internal Implementation after 3.12

8 minute read

Python Intger Internal

Back to top ↑

DeepLearning General Method

Pytorch data api : worker, pinned memory, prefetch, non-blocking?? 이 것들이 다 설정되면 어떻게 작동할까요?

4 minute read

Data Transfer optimization and overlap

Back to top ↑

String

문자열 조작 : 여러가지 솔루션과 내부구현 비교

6 minute read

Python String Operation

Back to top ↑

StringInternal

문자열 조작 : 여러가지 솔루션과 내부구현 비교

6 minute read

Python String Operation

Back to top ↑

Introduction-to-algorithm-6.006

Topological Ordering

5 minute read

DAG or Cycle

Back to top ↑

Transformer

Encoder-Decoder(RNN,CNN,attention,self-attention)

5 minute read

Encoder decoder Types

Back to top ↑

attention

Encoder-Decoder(RNN,CNN,attention,self-attention)

5 minute read

Encoder decoder Types

Back to top ↑

iterator

Python Iteration Protocol, List Comprehension

5 minute read

iteration details

Back to top ↑

Chp14 Iteration Protocol

Python Iteration Protocol, List Comprehension

5 minute read

iteration details

Back to top ↑