String manipulation: Comparison of various solutions and internal implementation
Python String Operation
Category
- Python 11
- CI/CD 9
- Optimization 6
- Network 6
- DLArchitecture 5
- ModelOptimization 4
- Pytorch 4
- DLS_C3 4
- Huggingface 4
- Codingtechnique 3
- Bigquery 3
- CodingInterview 3
- Algorithm 3
- Tools 2
- Development 2
- DLS_C2 2
- Linear Algebra 2
- Blog 1
- cst 1
- Blog Jekyll 1
- Data Engineering기본 1
- ST 1
- CodingTest 1
- Data Visualization 1
- Matrix Transformation 1
- DeepLearningainlp qa 1
- Handsonmachinelearning 1
- None 1
- PatternRecognitionML 1
- NLP 1
- DataStructure 1
- OS 1
- Statistics 1
- StandfordML 1
Python
Integer Internal Implementation after 3.12
Python Intger Internal
Numerics
Python Numerics
What is Objects and Why use Built-in objects
Python Objects
General form and definition of Python loop statement. How can you not use the Flag variable in a loop?
for and while detail in Python
State Retention Compare
Summary
An in-depth explanation of the nonlocal statement: Let’s learn by referring to the PEP and Python Docs.
Why Nonlocal had to become preassgined
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
What is Remote Branch:origin/master?
git remote server
git에서의 merge pattern
branch and merge basic
To manage software releases, git uses tags..
tag and release
What is a commit and a branch? in a little detail
Commit and Branch
Work on Remote Repository
git remote repo
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
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
DLArchitecture
Convolution Neural Network : Variation
Convolution Variation
Let’s define the general term of the FeedForward Network with an arbitrary number of parameters and derive the vectorization process using a formula.
Mathematical view
Residual Network : intuition
ResNet Intuition
Convolution Neural Network : intuition
Convolution Intuition
What is Attention?Why softmax in hidden layer output?
Attention and Explicit Memory
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?? Once this is all set up, how will it work?
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
What to do given Train,Dev,Test error?
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
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
Tools
UNIX vs GUI
UNIX
Windows Command
Window
Development
Synchronize,Asynchronize vs Non-blocking,Blocking: Aren’t Synchronize and Blocking the same thing?
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
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?
Blog
[Jekyll] 블로그 포스팅하는 방법
md 파일에 마크다운 문법으로 작성하여 Github 원격 저장소에 업로드 해보자. 에디터는 Visual Studio code 사용! 로컬 서버에서 확인도 해보자.
cst
New title
You’ll find this post in your _posts directory. Go ahead and edit it and re-build the site to see your changes. You can rebuild the site in many different wa...
Blog Jekyll
Move Blog to Jekyll
Blog를 tistory에서 Jekyll로 옮긴 이유
Data Engineering기본
Data Engineering 개요
Data Engineering,DataLake,Data Warehouse란?
ST
testabcd
tset123
CodingTest
Programmers[weekly3]
프로그래머스 위클리 3주차
Data Visualization
Quiver:Plot vector
How to plot vectors in pytho?
Matrix Transformation
Matrices in linear Algebra:operating on vectors
What Matriceeis does on vectors?
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
NLP
Back to top ↑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