Python Iteration Protocol, List Comprehension
iteration details
Category
- Python 12
- CI/CD 8
- Optimization 6
- DLArchitecture 6
- Network 6
- ModelOptimization 4
- Pytorch 4
- DLS_C3 4
- Huggingface 4
- Linear Algebra 3
- Codingtechnique 3
- Bigquery 3
- CodingInterview 3
- Algorithm 3
- NLP 2
- Tools 2
- Development 2
- DLS_C2 2
- Blog Jekyll 1
- Data Engineering기본 1
- CodingTest 1
- Data Visualization 1
- DeepLearningainlp qa 1
- Handsonmachinelearning 1
- None 1
- PatternRecognitionML 1
- DataStructure 1
- OS 1
- Statistics 1
- StandfordML 1
Python
문자열 조작 : 여러가지 솔루션과 내부구현 비교
Python String Operation
Integer Internal Implementation after 3.12
Python Intger Internal
Numerics
Python Numerics
What is Objects and Why use Built-in objects
Python Objects
Python loop statement의 일반적인 형태 와 정의 .어떻게 loop에서 Flag변수를 사용하지 않을 수 있는가?
for and while detail in Python
State Retention Compare
Summary
Nonlocal statement에 대한 심화설명.PEP와 Python Docs의 내용을 참조해서 알아보자
Nonlocal이 preassgin이 되어야만 했던 이유
How to state retention in nested scope
Nested Scope
Python Global Statement and Gloal scope is dangerous
Global Scope
Python Scope
Scope
Module and Package
Module and Package
CI/CD
Remote Branch:origin/master는 무엇일까요?
git remote server
git에서의 merge pattern
branch and merge basic
software release를 관리할려면 git에서는 tag를 사용한다.
tag and release
커밋은 무엇이고 ,브랜치는 무엇인가? 약간 디테일하게
Commit and Branch
What is Container? ,Docker in Container perspective
Docker and Container
Git file state and convert to each other
git file state
What is VCS
VCS and git
CI(Continuous Integration)
Continuous integratoin
Optimization
BackPropagatoin Mathmatical Derivation
FCN backpropagation in Mathematical view
Exponentially Weighted Average and Momentum
Momentum and Exponentially Weighted Average
Batch Norm in Neural Network Training and Test
Practical batch norm in neural net
Why Batch Norm Works
Batch Norm why
Batch Norm introduction
Batch Norm intro
Batch vs Mini batch vs Stochastic
Batch size
DLArchitecture
Encoder-Decoder(RNN,CNN,attention,self-attention)
Encoder decoder Types
Convolution Neural Network : Variation
Convolution Variation
Residual Network : intuition
ResNet Intuition
Convolution Neural Network : intuition
Convolution Intuition
What is Attention?Why softmax in hidden layer output?
Attention and Explicit Memory
Network
The Phyiscal Layer
TCP 5 layer model-phyiscal
Network layer device :Rotuer
Network System device at Network Layer
Transport Layer Device : Client and Server
Network System device at Transport Layer
Hub and Switch
Network System device
Network Cable
Networking Cable
TCP/IP 5 layer model
Networking MOdel
ModelOptimization
Nas from scratch using Optuna
Boostcampai model optimzation practical
AutoML:Optumna
Boostcampai model optimziation 4
AutoML 이론
Boostcampai model optimziation 3
ModelOptimization Introduction
Boostcampai model optimziation 1
Pytorch
Pytorch data api : worker, pinned memory, prefetch, non-blocking?? 이 것들이 다 설정되면 어떻게 작동할까요?
Data Transfer optimization and overlap
Pytorch data api : Multiprocessing
Pytorch multiprocess
Pytorch data api : sampler and dataset style
Pytorch에서 dataset and data sampler
Pytorch SubSampling : Dataloaer & SubSampler, ranodm_split , Subset
Pytorch에서 subset 만들기
DLS_C3
Transfer Learning,Multitask learning, end-to-end Learning
ML Project structing
Train,Dev,Test의 error를 어떻게 해석해야 할까요?
ML Project structing
Setting Your Goal
DeepLearning.ai Dls ML strategy (Metric, Data Split)
When to change Dev/test sets and metrics
DeepLearning.ai Dls ML strategy
Huggingface
Huggingface:Datasets
Huggingface Datasets
Huggingface:TrainerCallback
Huggingface TrainerCallback
Flask:Sentiment Classifier tutorial
Huggingface Deployment using Flask
Huggingface tutorial: Tokenizer summary
Tokenizer summary
Linear Algebra
Vector,Matrix,Linear Transformation
3Blue1Brown Linear Algebra :Lec 01~05
what is vector and operating on vectors:Computer Science perspective
What does on vectors?
Matrices in linear Algebra:operating on vectors
What Matriceeis does on vectors?
Codingtechnique
정해진 데이터 vs 임의의 데이터 집합
자료구조와 그 operation에 대해서
기본 알고리즘의 중요성
이를 수정하게 되면 무슨일이 발생하는가
블록중심회전 vs 점 중심회전
프로그래머스 위클리 3주차에서 알게된 사실
Bigquery
Data Loading into Bigquery
GCP Bigquery
BigQuery Access Control
GCP Bigquery
BigQuery Intro
GCP Bigquery
CodingInterview
Special Stalck
Special Stack
Array Rotation Program
Array Rotation problem in geeksforgeeks
LeetCode 96 unique BST
LeetCode 96
Algorithm
Topological Ordering
DAG or Cycle
Recursion to Iteration
Recursion , Iteratoin
Recursion vs Iteration
Recursion , Iteratoin
NLP
Back to top ↑Tools
Windows Command
Window
UNIX vs GUI
UNIX
Development
Synchronize,Asynchronize vs Non-blocking,Blocking : Synchronize와 Blocking은 같은거 아닌가?
I/O , CPu overlaping
Resource ManageMent
Pattern in Resource Mangement
DLS_C2
Convolution Assignment from scratch
DeepLearning.ai Dls Convolution
Optimization Assignment from scratch
DeepLearning.ai Dls Optimization
Blog Jekyll
Move Blog to Jekyll
Blog를 tistory에서 Jekyll로 옮긴 이유
Data Engineering기본
Data Engineering 개요
Data Engineering,DataLake,Data Warehouse란?
CodingTest
Programmers[weekly3]
프로그래머스 위클리 3주차
Data Visualization
Quiver:Plot vector
How to plot vectors in pytho?
DeepLearningainlp qa
TransferLearning in NLP
DeepLearning.ai nlp course
Handsonmachinelearning
ML landscape
Hands on machinelearning chp1
None
Metaverse Introductions
What is MR,XR?
PatternRecognitionML
Intro,polynominal curve
Pattern Recognition and Machine Learning
DataStructure
Threaded Binary tree and Morris Traversal
Binary tree
OS
Operating System Intro
Operating system
Statistics
Categorical variable’s representation and interpretation
one-way table, two-way table, bar graph, distribution
StandfordML
Polynomial Regression
Standford ML