> For the complete documentation index, see [llms.txt](https://bo01.gitbook.io/learning/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://bo01.gitbook.io/learning/learning.md). # Learning - [Python](https://bo01.gitbook.io/learning/learning/python.md): Python basic - [Python Operators](https://bo01.gitbook.io/learning/learning/python/python-operators.md): 연산자 - [Python collection data types](https://bo01.gitbook.io/learning/learning/python/python-collection-data-types.md): 컬렉션 자료형 - [Python Condition](https://bo01.gitbook.io/learning/learning/python/python-condition.md): 조건문 - [Python Loop](https://bo01.gitbook.io/learning/learning/python/python-loop.md): 반복문 - [Python Function](https://bo01.gitbook.io/learning/learning/python/python-function.md): 파이썬 함수 - [Etc functions and method](https://bo01.gitbook.io/learning/learning/python/python-function/etc-functions-and-method.md): 메서드 : 특정 객체와 연관된 함수 - [String-related functions](https://bo01.gitbook.io/learning/learning/python/python-function/string-related-functions.md): 문자열 관련 함수 - [Python scope](https://bo01.gitbook.io/learning/learning/python/python-scope.md): Python의 범위 - [Python OOP](https://bo01.gitbook.io/learning/learning/python/python-oop.md): Object-oriented programming(객체지향프로그래밍) - [PEP 8 Style](https://bo01.gitbook.io/learning/learning/python/pep-8-style.md) - [Usefull Pips & Modules](https://bo01.gitbook.io/learning/learning/python/usefull-pips-and-modules.md) - [\*Code kate](https://bo01.gitbook.io/learning/learning/python/code-kate.md): practice - [AI](https://bo01.gitbook.io/learning/learning/ai.md) - [Machine learning](https://bo01.gitbook.io/learning/learning/ai/machine-learning.md): 컴퓨터가 명시적으로 프로그래밍 되지 않고도 데이터를 학습하여 특정 작업을 수행하거나 예측 을 할 수 있도록 만드는 기술 - [Machine learning types](https://bo01.gitbook.io/learning/learning/ai/machine-learning/machine-learning-types.md) - [Supervised learning](https://bo01.gitbook.io/learning/learning/ai/machine-learning/machine-learning-types/supervised-learning.md): 지도 학습 - [\*Predict Housing Price](https://bo01.gitbook.io/learning/learning/ai/machine-learning/machine-learning-types/supervised-learning/predict-housing-price.md): 주택 가격 예측 모델 구축 - [Unsupervised learning](https://bo01.gitbook.io/learning/learning/ai/machine-learning/machine-learning-types/unsupervised-learning.md): 비지도 학습 - [K-means](https://bo01.gitbook.io/learning/learning/ai/machine-learning/machine-learning-types/unsupervised-learning/k-means.md): 비지도 학습 알고리즘 - [Hierarchical Clustering](https://bo01.gitbook.io/learning/learning/ai/machine-learning/machine-learning-types/unsupervised-learning/hierarchical-clustering.md): 계층적 군집화 - [DBSCAN](https://bo01.gitbook.io/learning/learning/ai/machine-learning/machine-learning-types/unsupervised-learning/dbscan.md): DBSCAN (Density-Based Spatial Clustering of Applications with Noise) - [\*Customers analytics](https://bo01.gitbook.io/learning/learning/ai/machine-learning/machine-learning-types/unsupervised-learning/customers-analytics.md): 고객 세분화 분석, 고객 데이터셋을 사용하여 비슷한 행동을 보이는 고객 그룹을 식별 - [Dataset](https://bo01.gitbook.io/learning/learning/ai/machine-learning/dataset.md): 데이터를 모아 놓은 전체 집합 - [Data Preprocessing](https://bo01.gitbook.io/learning/learning/ai/machine-learning/dataset/data-preprocessing.md): 데이터 전처리 : 데이터를 모델에 맞게 정제하고 준비하는 과정 - [LLM](https://bo01.gitbook.io/learning/learning/ai/llm.md): Large Language Model(대규모 언어 모델) - [Pre-training](https://bo01.gitbook.io/learning/learning/ai/llm/pre-training.md) - [Prompt Engineering](https://bo01.gitbook.io/learning/learning/ai/llm/prompt-engineering.md) - [Prompt & CoT](https://bo01.gitbook.io/learning/learning/ai/llm/prompt-engineering/prompt-and-cot.md) - [ChatGPT & Prompt engineering](https://bo01.gitbook.io/learning/learning/ai/llm/prompt-engineering/chatgpt-and-prompt-engineering.md) - [RAG & Fine-Tuning](https://bo01.gitbook.io/learning/learning/ai/llm/rag-and-fine-tuning.md) - [Tools](https://bo01.gitbook.io/learning/learning/ai/llm/tools.md) - [Hugging Face](https://bo01.gitbook.io/learning/learning/ai/llm/tools/hugging-face.md) - [Ollama](https://bo01.gitbook.io/learning/learning/ai/llm/tools/ollama.md) - [Langchain](https://bo01.gitbook.io/learning/learning/ai/llm/tools/langchain.md) - [AnythingLLM](https://bo01.gitbook.io/learning/learning/ai/llm/tools/anythingllm.md) - [\*LLM GPT example](https://bo01.gitbook.io/learning/learning/ai/llm/llm-gpt-example.md) - [\*LLM Llama2 example](https://bo01.gitbook.io/learning/learning/ai/llm/llm-llama2-example.md): Llama 2는 트랜스포머 기반 자기회귀 인과관계 언어 모델 제품군. 자기회귀 언어 모델은 일련의 단어를 입력으로 사용하여 재귀적으로 다음 단어를 예측(출력) - [\*\*Team Project(Book)](https://bo01.gitbook.io/learning/learning/ai/llm/team-project-book.md) - [memo](https://bo01.gitbook.io/learning/learning/ai/llm/team-project-book/memo.md) - [Web](https://bo01.gitbook.io/learning/learning/web.md) - [Web Page](https://bo01.gitbook.io/learning/learning/web/web-page.md) - [Basic Frontend Project](https://bo01.gitbook.io/learning/learning/web/web-page/basic-frontend-project.md) - [HTML](https://bo01.gitbook.io/learning/learning/web/web-page/html.md): HyperText Markup Language - [Block & Inline](https://bo01.gitbook.io/learning/learning/web/web-page/html/block-and-inline.md) - [HyperMedia](https://bo01.gitbook.io/learning/learning/web/web-page/html/hypermedia.md) - [Tags](https://bo01.gitbook.io/learning/learning/web/web-page/html/tags.md) - [Section & div](https://bo01.gitbook.io/learning/learning/web/web-page/html/tags/section-and-div.md) - [Table](https://bo01.gitbook.io/learning/learning/web/web-page/html/tags/table.md) - [Form](https://bo01.gitbook.io/learning/learning/web/web-page/html/tags/form.md): form tag - [action](https://bo01.gitbook.io/learning/learning/web/web-page/html/tags/form/action.md): \
tag action 속성 - [Meta](https://bo01.gitbook.io/learning/learning/web/web-page/html/tags/meta.md) - [iframe](https://bo01.gitbook.io/learning/learning/web/web-page/html/tags/iframe.md) - [Responsive web design(RWD)](https://bo01.gitbook.io/learning/learning/web/web-page/html/responsive-web-design-rwd.md): 반응형 web - [CSS](https://bo01.gitbook.io/learning/learning/web/web-page/css.md): Cascading Style Sheets - [Text Style](https://bo01.gitbook.io/learning/learning/web/web-page/css/text-style.md) - [CSS selector](https://bo01.gitbook.io/learning/learning/web/web-page/css/css-selector.md) - [Block & Spacing](https://bo01.gitbook.io/learning/learning/web/web-page/css/block-and-spacing.md) - [Positioning Rules](https://bo01.gitbook.io/learning/learning/web/web-page/css/positioning-rules.md) - [\*Useful CSS effects](https://bo01.gitbook.io/learning/learning/web/web-page/css/useful-css-effects.md) - [JavaScript](https://bo01.gitbook.io/learning/learning/web/web-page/javascript.md): object(객체) 기반의 script 언어. web문서에서 사용자와 다양한 상호작용 - [Data types & Variable & Operators](https://bo01.gitbook.io/learning/learning/web/web-page/javascript/data-types-and-variable-and-operators.md): JS data types, variable - [JS Loop](https://bo01.gitbook.io/learning/learning/web/web-page/javascript/js-loop.md) - [JS function](https://bo01.gitbook.io/learning/learning/web/web-page/javascript/js-function.md) - [\*Useful JS](https://bo01.gitbook.io/learning/learning/web/web-page/javascript/useful-js.md) - [React](https://bo01.gitbook.io/learning/learning/web/web-page/react.md) - [UX/UI](https://bo01.gitbook.io/learning/learning/web/web-page/ux-ui.md) - [\*\*practicing](https://bo01.gitbook.io/learning/learning/web/practicing.md) - [Axios](https://bo01.gitbook.io/learning/learning/web/axios.md) - [Node.js & NPM](https://bo01.gitbook.io/learning/learning/node.js-and-npm.md) - [Electron](https://bo01.gitbook.io/learning/learning/electron.md) - [\*kitty player project](https://bo01.gitbook.io/learning/learning/electron/kitty-player-project.md) - [Django](https://bo01.gitbook.io/learning/learning/django.md): Django Framework - [MTV pattern](https://bo01.gitbook.io/learning/learning/django/mtv-pattern.md): Django 설계 철학, design pattern - [APP](https://bo01.gitbook.io/learning/learning/django/mtv-pattern/app.md) - [Template](https://bo01.gitbook.io/learning/learning/django/mtv-pattern/template.md) - [View](https://bo01.gitbook.io/learning/learning/django/mtv-pattern/view.md) - [Django development sequence](https://bo01.gitbook.io/learning/learning/django/django-development-sequence.md) - [HTTP](https://bo01.gitbook.io/learning/learning/django/http.md) - [Multiple Apps & URLs](https://bo01.gitbook.io/learning/learning/django/multiple-apps-and-urls.md) - [Model](https://bo01.gitbook.io/learning/learning/django/model.md) - [ORM](https://bo01.gitbook.io/learning/learning/django/orm.md) - [CRUD](https://bo01.gitbook.io/learning/learning/django/orm/crud.md): Create, Read, Update, Delete - [Django Form](https://bo01.gitbook.io/learning/learning/django/django-form.md) - [Django Auth](https://bo01.gitbook.io/learning/learning/django/django-auth.md) - [Django User](https://bo01.gitbook.io/learning/learning/django/django-user.md): Django의 기본 User 모델 - [Django DRF](https://bo01.gitbook.io/learning/learning/django/django-drf.md): DRF(Django REST Framework)는 Django 기반의 RESTful API를 쉽게 개발할 수 있도록 지원하는 강력하고 유연한 라이브러리 - [HTTP & URL](https://bo01.gitbook.io/learning/learning/django/django-drf/http-and-url.md): HyperText Transfer Protocol - [RESTful API & JSON](https://bo01.gitbook.io/learning/learning/django/django-drf/restful-api-and-json.md) - [Django Seed](https://bo01.gitbook.io/learning/learning/django/django-drf/django-seed.md) - [Django REST Framework](https://bo01.gitbook.io/learning/learning/django/django-drf/django-rest-framework.md): DRF를 사용해서 JSON을 응답하는 API를 설계하고 구현 - [DRF Single Model CRUD](https://bo01.gitbook.io/learning/learning/django/django-drf/drf-single-model-crud.md): DRF를 사용하여 단일 Model의 CRUD구현 - [DRF Class Based View](https://bo01.gitbook.io/learning/learning/django/django-drf/drf-class-based-view.md) - [Relationship & DRF](https://bo01.gitbook.io/learning/learning/django/django-drf/relationship-and-drf.md): Model Relationship구조를 DRF를 이용해서 API를 제공 - [API Documentation](https://bo01.gitbook.io/learning/learning/django/django-drf/api-documentation.md): API를 프론트엔드 개발자들이 사용하기 위한 문서화 - [Django Deploy with AWS](https://bo01.gitbook.io/learning/learning/django/django-drf/django-deploy-with-aws.md): Deploy(배포) - [Git](https://bo01.gitbook.io/learning/learning/git-and-github.md) - [Marksdown](https://bo01.gitbook.io/learning/learning/git-and-github/marksdown.md): .md 파일로 작성 - [Linux basic commands](https://bo01.gitbook.io/learning/learning/git-and-github/linux-basic-commands.md): use bash or wsl in windows - [VI(visual editor)](https://bo01.gitbook.io/learning/learning/git-and-github/vi-visual-editor.md): Unix 및 Linux 환경에서 기본적으로 제공되는 텍스트 편집기 - [Git basic](https://bo01.gitbook.io/learning/learning/git-and-github/git-basic.md): How to stacommit git - [Branch](https://bo01.gitbook.io/learning/learning/git-and-github/git-basic/branch.md): 브랜치 - [Git collaboration](https://bo01.gitbook.io/learning/learning/git-and-github/git-collaboration.md) - [Gitmoji](https://bo01.gitbook.io/learning/learning/git-and-github/git-collaboration/gitmoji.md) - [Useful related services](https://bo01.gitbook.io/learning/learning/git-and-github/useful-related-services.md): 유용한 연관 서비스 - [Database](https://bo01.gitbook.io/learning/learning/database.md) - [SQL](https://bo01.gitbook.io/learning/learning/database/sql.md): Structured Query Language - [PostgreSQL](https://bo01.gitbook.io/learning/learning/database/sql/postgresql.md): PostgreSQL(포스트그레스큐엘) - [Virtual Environment & Package](https://bo01.gitbook.io/learning/learning/virtual-environment.md) - [Pyenv](https://bo01.gitbook.io/learning/learning/pyenv.md) - [Backend-Frontend Collaboration](https://bo01.gitbook.io/learning/learning/backend-frontend-collaboration.md): 협업(Backend-Frontend Collaboration)혹은 API 연동 작업 - [Docker](https://bo01.gitbook.io/learning/learning/docker.md) - [Documents](https://bo01.gitbook.io/learning/learning/documents.md)