Posts by Tag

Machine Learning

Convolution Neural Network : Variation

8 minute read

Convolution Variation

Vector,Matrix,Linear Transformation

9 minute read

3Blue1Brown Linear Algebra :Lec 01~05

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

4 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?? Once this is all set up, how will it work?

6 minute read

Data Transfer optimization and overlap

What to do given Train,Dev,Test error?

8 minute read

ML Project structing

Let’s define the general term of the FeedForward Network with an arbitrary number of parameters and derive the vectorization process using a formula.

5 minute read

Mathematical view

Pytorch data api : Multiprocessing

10 minute read

Pytorch multiprocess

Polynomial Regression

3 minute read

Standford ML

Setting Your Goal

3 minute read

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

Residual Network : intuition

2 minute read

ResNet Intuition

Categorical variable’s representation and interpretation

5 minute read

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

Pytorch data api : sampler and dataset style

12 minute read

Pytorch에서 dataset and data sampler

what is vector and operating on vectors:Computer Science perspective

4 minute read

What does on vectors?

Convolution Assignment from scratch

10 minute read

DeepLearning.ai Dls Convolution

Convolution Neural Network : intuition

11 minute read

Convolution Intuition

Optimization Assignment from scratch

10 minute read

DeepLearning.ai Dls Optimization

What is Attention?Why softmax in hidden layer output?

17 minute read

Attention and Explicit Memory

Exponentially Weighted Average and Momentum

8 minute read

Momentum and Exponentially Weighted Average

Pretrained Language Model

2 minute read

PLM

Huggingface:Datasets

3 minute read

Huggingface Datasets

Huggingface:TrainerCallback

4 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

2 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

6 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

Convolution Neural Network : Variation

8 minute read

Convolution Variation

Vector,Matrix,Linear Transformation

9 minute read

3Blue1Brown Linear Algebra :Lec 01~05

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

4 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?? Once this is all set up, how will it work?

6 minute read

Data Transfer optimization and overlap

What to do given Train,Dev,Test error?

8 minute read

ML Project structing

Let’s define the general term of the FeedForward Network with an arbitrary number of parameters and derive the vectorization process using a formula.

5 minute read

Mathematical view

Pytorch data api : Multiprocessing

10 minute read

Pytorch multiprocess

Setting Your Goal

3 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

12 minute read

Pytorch에서 dataset and data sampler

Convolution Assignment from scratch

10 minute read

DeepLearning.ai Dls Convolution

Convolution Neural Network : intuition

11 minute read

Convolution Intuition

Optimization Assignment from scratch

10 minute read

DeepLearning.ai Dls Optimization

What is Attention?Why softmax in hidden layer output?

17 minute read

Attention and Explicit Memory

Exponentially Weighted Average and Momentum

8 minute read

Momentum and Exponentially Weighted Average

Pretrained Language Model

2 minute read

PLM

Huggingface:Datasets

3 minute read

Huggingface Datasets

Huggingface:TrainerCallback

4 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

2 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

6 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: Aren’t Synchronize and Blocking the same thing?

5 minute read

I/O , CPu overlaping

The Phyiscal Layer

2 minute read

TCP 5 layer model-phyiscal

What is Remote Branch:origin/master?

5 minute read

git remote server

Network layer device :Rotuer

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

4 minute read

branch and merge basic

Operating System Intro

5 minute read

Operating system

Network Cable

1 minute read

Networking Cable

To manage software releases, git uses tags..

3 minute read

tag and release

What is a commit and a branch? in a little detail

4 minute read

Commit and Branch

TCP/IP 5 layer model

2 minute read

Networking MOdel

Work on Remote Repository

3 minute read

git remote repo

What is Container? ,Docker in Container perspective

6 minute read

Docker and Container

Resource ManageMent

6 minute read

Pattern in Resource Mangement

Git file state and convert to each other

8 minute read

Git file state

UNIX vs GUI

3 minute read

UNIX

What is VCS

7 minute read

VCS and git

CI(Continuous Integration)

3 minute read

Continuous integratoin

Windows Command

less than 1 minute read

Window

Back to top ↑

Algorithm

Topological Ordering

7 minute read

DAG or Cycle

Special Stalck

10 minute read

Special Stack

Array Rotation Program

6 minute read

Array Rotation problem in geeksforgeeks

Recursion to Iteration

8 minute read

Recursion , Iteratoin

Recursion vs Iteration

5 minute read

Recursion , Iteratoin

Threaded Binary tree and Morris Traversal

5 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 ↑

Python

String manipulation: Comparison of various solutions and internal implementation

8 minute read

Python String Operation

Integer Internal Implementation after 3.12

10 minute read

Python Intger Internal

Numerics

5 minute read

Python Numerics

What is Objects and Why use Built-in objects

1 minute read

Python Objects

General form and definition of Python loop statement. How can you not use the Flag variable in a loop?

4 minute read

for and while detail in Python

State Retention Compare

2 minute read

Summary

An in-depth explanation of the nonlocal statement: Let’s learn by referring to the PEP and Python Docs.

3 minute read

Why Nonlocal had to become preassgined

How to state retention in nested scope

6 minute read

Nested Scope

Python Global Statement and Gloal scope is dangerous

4 minute read

Global Scope

Python Scope

2 minute read

Scope

Module and Package

4 minute read

Module and Package

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Coursera

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

4 minute read

ML Project structing

What to do given Train,Dev,Test error?

8 minute read

ML Project structing

Setting Your Goal

3 minute read

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

what is vector and operating on vectors:Computer Science perspective

4 minute read

What does on vectors?

Convolution Assignment from scratch

10 minute read

DeepLearning.ai Dls Convolution

Optimization Assignment from scratch

10 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 ↑

Git

What is Remote Branch:origin/master?

5 minute read

git remote server

git에서의 merge pattern

4 minute read

branch and merge basic

To manage software releases, git uses tags..

3 minute read

tag and release

What is a commit and a branch? in a little detail

4 minute read

Commit and Branch

Work on Remote Repository

3 minute read

git remote repo

testabcd

less than 1 minute read

tset123

Move Blog to Jekyll

4 minute read

Blog를 tistory에서 Jekyll로 옮긴 이유

[Jekyll] 블로그 포스팅하는 방법

less than 1 minute read

md 파일에 마크다운 문법으로 작성하여 Github 원격 저장소에 업로드 해보자. 에디터는 Visual Studio code 사용! 로컬 서버에서 확인도 해보자.

Back to top ↑

LearningPython

Numerics

5 minute read

Python Numerics

What is Objects and Why use Built-in objects

1 minute read

Python Objects

General form and definition of Python loop statement. How can you not use the Flag variable in a loop?

4 minute read

for and while detail in Python

State Retention Compare

2 minute read

Summary

An in-depth explanation of the nonlocal statement: Let’s learn by referring to the PEP and Python Docs.

3 minute read

Why Nonlocal had to become preassgined

How to state retention in nested scope

6 minute read

Nested Scope

Python Global Statement and Gloal scope is dangerous

4 minute read

Global Scope

Python Scope

2 minute read

Scope

Back to top ↑

CodingTest

Special Stalck

10 minute read

Special Stack

Array Rotation Program

6 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

10 minute read

Special Stack

Array Rotation Program

6 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 ↑

VCS

What is Remote Branch:origin/master?

5 minute read

git remote server

git에서의 merge pattern

4 minute read

branch and merge basic

To manage software releases, git uses tags..

3 minute read

tag and release

What is a commit and a branch? in a little detail

4 minute read

Commit and Branch

Work on Remote Repository

3 minute read

git remote repo

Git file state and convert to each other

8 minute read

Git file state

What is VCS

7 minute read

VCS and git

Back to top ↑

CI/CD

What is Remote Branch:origin/master?

5 minute read

git remote server

git에서의 merge pattern

4 minute read

branch and merge basic

To manage software releases, git uses tags..

3 minute read

tag and release

What is a commit and a branch? in a little detail

4 minute read

Commit and Branch

What is Container? ,Docker in Container perspective

6 minute read

Docker and Container

CI(Continuous Integration)

3 minute read

Continuous integratoin

Back to top ↑

Network

The Phyiscal Layer

2 minute read

TCP 5 layer model-phyiscal

Network layer device :Rotuer

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

2 minute read

Networking MOdel

Back to top ↑

GCP

Data Loading into Bigquery

5 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 ↑

Scope

State Retention Compare

2 minute read

Summary

An in-depth explanation of the nonlocal statement: Let’s learn by referring to the PEP and Python Docs.

3 minute read

Why Nonlocal had to become preassgined

How to state retention in nested scope

6 minute read

Nested Scope

Python Global Statement and Gloal scope is dangerous

4 minute read

Global Scope

Python Scope

2 minute read

Scope

Back to top ↑

Chp17Scope

State Retention Compare

2 minute read

Summary

An in-depth explanation of the nonlocal statement: Let’s learn by referring to the PEP and Python Docs.

3 minute read

Why Nonlocal had to become preassgined

How to state retention in nested scope

6 minute read

Nested Scope

Python Global Statement and Gloal scope is dangerous

4 minute read

Global Scope

Python Scope

2 minute read

Scope

Back to top ↑

Linear algebra

Vector,Matrix,Linear Transformation

9 minute read

3Blue1Brown Linear Algebra :Lec 01~05

what is vector and operating on vectors:Computer Science perspective

4 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

Vector,Matrix,Linear Transformation

9 minute read

3Blue1Brown Linear Algebra :Lec 01~05

Categorical variable’s representation and interpretation

5 minute read

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

what is vector and operating on vectors:Computer Science perspective

4 minute read

What does on vectors?

Matrices in linear Algebra:operating on vectors

1 minute read

What Matriceeis does on vectors?

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?? Once this is all set up, how will it work?

6 minute read

Data Transfer optimization and overlap

Pytorch data api : Multiprocessing

10 minute read

Pytorch multiprocess

Pytorch data api : sampler and dataset style

12 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?? Once this is all set up, how will it work?

6 minute read

Data Transfer optimization and overlap

Pytorch data api : Multiprocessing

10 minute read

Pytorch multiprocess

Pytorch data api : sampler and dataset style

12 minute read

Pytorch에서 dataset and data sampler

Pytorch SubSampling : Dataloaer & SubSampler, ranodm_split , Subset

2 minute read

Pytorch에서 subset 만들기

Back to top ↑

Huggingface

Huggingface:Datasets

3 minute read

Huggingface Datasets

Huggingface:TrainerCallback

4 minute read

Huggingface TrainerCallback

Flask:Sentiment Classifier tutorial

2 minute read

Huggingface Deployment using Flask

Huggingface tutorial: Tokenizer summary

6 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

2 minute read

Batch size

Back to top ↑

Computer Science

Topological Ordering

7 minute read

DAG or Cycle

Recursion to Iteration

8 minute read

Recursion , Iteratoin

Recursion vs Iteration

5 minute read

Recursion , Iteratoin

Threaded Binary tree and Morris Traversal

5 minute read

Binary tree

Back to top ↑

Network Device

Network layer device :Rotuer

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

String manipulation: Comparison of various solutions and internal implementation

8 minute read

Python String Operation

Integer Internal Implementation after 3.12

10 minute read

Python Intger Internal

Numerics

5 minute read

Python Numerics

What is Objects and Why use Built-in objects

1 minute read

Python Objects

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Builtin

String manipulation: Comparison of various solutions and internal implementation

Back to top ↑

Metaverse

Metaverse Introductions

3 minute read

What is MR,XR?

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