New Books

File	Tags
History of Library	#History, #Versioning_Strategy
520.00 a	#ML_and_DL_Modeling, #Computer_Vision, #Introduction_to_CV, #Voxelization_from_Open3D_Library
Hompage	#hompage, #Library, #Rules
820.00 b	#Anythings, #Writing, #LinkedIn, #Year_1_Review_What_I_Learned_at_the_Company
910.00 c	#Life_Lessons, #Self_Discoveries, #Approach_to_Life, #Digital_Detox_Learning_from_a_Failure_to_Detox

External Resources

Categories Lists

Call Number Index

100 Infra- 000 IT Knowledge
- 010 Develop Knowledge
  - 010.00 Develop Computer Science Knowledge
    - 010.00 b SLA and SLO and SLI
  - 010.10 Data Structure and Algorithm
    - 010.10 a Why learn data structures and algorithms?
- 020 Operation Knowledge
  - 020.00 Versioning
    - 020.00 a My own Versioning Strategy
    - 020.00 b headver
    - 020.00 c Proper dividing for reusable modules
  - 020.10 Git
    - 020.10 a git commands
    - 020.10 b git submodule
    - 020.10 c git gist
    - 020.10 d git commit convention
- 030 Package
  - 030.00 PIP
    - 030.00 a pip name and module name
- 090 External Insights an Trends
  - 090.00 Publications
    - 090.00 a Developer Trivia, Things You Should Have Known Before You Became a Developer
- 110 DevOps Engineer Infra
  - 110.00 Docker
    - 110.00 a Simple docker command things
    - 110.00 b Docker credential credsStore with Kaniko
    - 110.00 c Multi stage builds
  - 110.10 Kubernetes
    - 110.10 a Kops script for installing GitLab
    - 110.10 b eksctl commands
    - 110.10 c Helm
    - 110.10 d Helm Argocd Ingress trouble shooting AWS EKS
    - 110.10 e Loki with Helm
    - 110.10 f What to do if password settings don't work well in Grafana helm charts
- 120 ML Engineer Infra
  - 120.00 GPU
    - 120.00 a How to easily rent an expensive GPU and what to consider when choosing one
200 DevOps
- 210 CICD
  - 210.00 DevOps Fundamental
    - 210.00 a DevOps Background
- 220 Project Management System
  - 220.10 PMS in Action Implementation
    - 220.10 a GitLab Issue template
300 Applications
- 310 Development Environment
  - 310.10 Conda
    - 310.10 a Conda base
    - 310.10 b Conda License
- 320 Frontend
  - 320.00 HTML
    - 320.00 a Think about HTML
  - 320.10 CSS
    - 320.10 a CSS Default
  - 320.30 JavaScript
    - 320.30 a JavaScript Basic
    - 320.30 b Fix too loud sound at video startup with headphones on
- 330 Backend
  - 330.00 Django
    - 330.00 a Django default project
    - 330.00 b Difference between Django and FastAPI
  - 330.10 Node.js
    - 330.10 a Variable Specification
400 ML Engineer Basic
- 410 Mathematics
  - 410.00 Linear Algebra
    - 410.00 a Vectors Properties
    - 410.00 b Vector Operation
  - 410.10 Probability
    - 410.10 a Fundamental Words
  - 410.20 Statistics
    - 410.20 a Probability Distribution and Estimation
    - 410.20 b Maximum Likelihood Estimation(MLE) and Deep Learning
  - 410.30 Calculus
    - 410.30 a Fundamental Calculus
- 420 Data
  - 420.00 Structured Data
    - 420.00 a Numerical Data (Continuous and Discrete)
    - 420.00 b Categorical Data (Ordinal and Nominal)
- 430 ML Development Tools
  - 430.00 LangChain
    - 430.00 a Langchain Components
    - 430.00 b Amazon_Bedrock_with_RAG
    - 430.00 c RAG_with_FAISS
  - 430.10 Streamlit
    - 430.10 a LLM RAG Application Using Langchain and FAISS
  - 430.20 Gradio
    - 430.20 a Gradio Quick Tutorial
- 440 ML Methodology
  - 440.00 EDA(Exploratory Data Analysis)
    - 440.00 a Initiating Exploratory Data Analysis
500 ML and DL Modeling
- 520 Computer Vision
  - 520.00 Introduction to CV
    - 520.00 a Voxelization from Open3D Library
600 ML Libraries and Implementation
- 610 Data Handling
  - 610.00 Pandas
    - 610.00 a Pandas-basic
  - 610.10 NumPy
    - 610.10 a Numpy Fundamental functions
- 620 Data visualization
  - 620.00 Matplotlib
    - 620.00 a Matplotlib Fundamental
  - 620.10 Seaborn
    - 620.10 a Seaborn Fundamental
  - 620.20 Script
    - 620.20 a Shell Scirpt For visualize GPU usage
- 630 Machine Learning Frameworks
  - 630.00 scikit-learn
    - 630.00 a scikit-learn functions
  - 630.50 LlamaIndex
    - 630.50 a RAPTOR RAG
- 640 Vector Database
  - 640.00 VectorDB Solutions
- 650 Prompt Engineering
  - 650.00 Prompt Use case
    - 650.00 a Qr Code Color Placement Recommendation with Design
    - 650.00 b When AI doesn't know where up and down are, use text to represent them
  - 650.10 Prompt Theory
    - 650.10 a Checklist for Prompt Engineering
700 Research Paper
- 710 methodology
  - 710.00 Multi-agent Reinforcement Learning
    - 710.00 a Base Domains
    - 710.00 b Mindcraft
    - 710.00 c Creative-Agents
- 720 Computer Vision
  - 720.00 3D Generation
    - 720.00 a DREAMGAUSSIAN: GENERATIVE GAUSSIAN SPLATTING FOR EFFICIENT 3D CONTENT CREATION
  - 720.10 Text to 3D
    - 720.10 a ProlificDreamer: High-Fidelity and Diverse Text-to-3D Generation with Variational Score Distillation
    - 720.10 b GaussianDreamer: Fast Generation from Text to 3D Gaussians by Bridging 2D and 3D Diffusion Models
  - 720.20 3D Reconstruction
    - 720.20 c Triplane Meets Gaussian Splatting: Fast and Generalizable Single-View 3D Reconstruction with Transformers
800 Anythings
- 810 Game
  - 810.00 Minecraft
    - 810.00 a Minecraft Commands
- 820 Writing
  - 820.00 LinkedIn
    - 820.00 a Why I Use Obsidian as KnowldegeBase Tool
    - 820.00 b Year 1 Review What I Learned at the Company
- 830 Hobby
  - 830.00 3D Works
    - 830.00 a 3D object domain knowledge
900 Life Lessons
- 910 Self Discoveries
  - 910.00 Approach to Life
    - 910.00 a Hodie Vixi(Today I Lived)
    - 910.00 b How you can try something you've given up on as impossible
    - 910.00 c Digital Detox Learning from a Failure to Detox
    - 910.00 d Methods to use metrics to evaluate which job is better
    - 910.00 e Don't miss the moment when their eyes sparkle if you want to catch someone or keep them for a long time

History of Library

Link: History of Library