[일상다반사] 유데미 '개발자영어' 6월 마지막 보충 자료(파이썬 doctest 소개​) 업로드와 12,000원 쿠폰 발급 소식

6월을 맞이하여 마지막 보충 자료(파이썬 doctest 소개)를 업로드했고, 6월 12일까지 사용 가능한 12,000원 할인 쿠폰도 발행해보았다.

이번에 추가된 내용은 총 23분 정도의 분량으로 되어 있으며, 보충 I. 파이썬 doctest 소개 1) doctest 개괄, 2) 실습: 구글 Colab(Colaboratory)에서 doctest를 사용하기로 구성되어 있다. 지난 번 소개드린 부록 H. “파이썬 코드 문서화”의 “독스트링을 활용한 코드 문서화”를 보충하는 내용이므로 함께 시청하시면 좋겠다. 이번에는 구글의 Colab을 활용해 실제로 파이썬 doctest와 단위 테스트를 수행하는 실습도 소개한다.

신규 발급한 쿠폰 정보는 12,000원 할인 쿠폰 링크 - 코드는 2023JUN-ENGDEV이며 저렴한 최저가 가격에 강의를 듣고 싶었던 분들께서는 이번 기회를 잘 활용하면 좋겠다.

이번 보충자료 업로드를 마지막으로 대단원의 막을 내리며, 다음에 좋은 강의로 여러분들을 찾아뵙기로 약속드린다.

EOB

[B급 프로그래머] 6월 1주 소식(빅데이터/인공지능, 하드웨어, 읽을거리 부문)

(오늘의 짤방: GPT-4 is becoming too real. via @PR0GRAMMERHUM0R)

1. 빅데이터/인공지능
   • Improving mathematical reasoning with process supervision
   • “참여자 30%가 인간과 AI 차이 구별 못해”··· AI21랩스, 소셜 튜링 테스트 결과 공개
   • Show GN: leaked-system-prompts 유출된 시스템 프롬프트 저장소 (github.com/jujumilk3)
   • Vectorization: Introduction
   • "공유지의 비극은 어디서든 가능하다" 챗GPT와 LLM의 어두운 미래
   • Amazon Bedrock supported by langchain
   • Adapting Language Models to Compress Contexts by Chevalier et al. is a cool paper. 🧪
   • Lance - Modern columnar data format for ML. Convert from parquet in 2-lines of code for 100x faster random access, a vector index, data versioning, and more.
   • Human or Not? A Gamified Approach to the Turing Test
   • OpenChat is an everyday user chatbot console that simplifies the utilization of large language models.
   • Building Systems with the ChatGPT API
   • LIMA: Less Is More for Alignment
   • State of GPT [42분 영상] (build.microsoft.com)
   • 최근 GPT-4의 품질이 현저하게 떨어진 것 같은데 저만 그런걸까요? (news.ycombinator.com)
   • 마이크로소프트, 공공 주도 AI 거버넌스 청사진 제시
   • NVIDIA Grace Hopper Superchip Architecture
   • Qdrant- Vector Search Engine for the next generation of AI applications
   • KORani: Large Language Models for 🇰🇷 Korean and 🇺🇸 English using LLaMA 13B and Polyglot 12.8B.
   • “AI가 핵심만 짚어준다” 환골탈태한 구글 검색
   • 챗GPT와 대화하는 자바 앱 만들기
   • 고성능 ML 백엔드를 위한 10가지 Python 성능 최적화 팁
   • 챗GPT와 대화하는 자바 앱 만들기
   • Prompt Engineering이 진짜 가치가 있는가 (t4eh0.com)
   • Announcing NVIDIA DGX GH200: The First 100 Terabyte GPU Memory System
   • QLoRA: Efficient Finetuning of Quantized LLMs
   • 한국어 문답 챗봇 로봇
   • 카카오브레인 kogpt
   • SuperAgent - LLM 에이전트를 프로덕션에 배포하기 (github.com/homanp)
   • GPT같은 LLM을 커스텀 데이터셋으로 파인튜닝 하는 방법 (lightning.ai)
   • Minesweeper spoiled by AI
   • Meet LIMA: A New 65B Parameter LLaMa Model Fine-Tuned On 1000 Carefully Curated Prompts And Responses
   • The Latest Source of AI Tools & Prompts - Discover the newest AI Tools and Prompts for any use in seconds ⚡ Updated Daily
   • NVIDIA ACE for Games Sparks Life Into Virtual Characters With Generative AI
   • LLM 벤치마크용 고품질 질문 리스트
   • AI Canon - a16z가 큐레이션한 AI 필수 자료 모음 (a16z.com)
   • Gorilla - LLM을 위한 API 스토어 (github.com/ShishirPatil)
   • MIT의 MAS.S68 강의 - 건설적인 커뮤니케이션을 위한 생성형 AI (ai4comm.media.mit.edu)
   • Code ChatGPT Plugin is a TypeScript Code Analyzer that provides a set of utilities for analyzing TypeScript code.
   • Time Machines: Artificial Intelligence, Process, and Narrative
   • The sonnet machine
   • A 2-minute introduction to the fundamental building block behind Large Language Models:
   • Vicuna Dataset
   • Cohere’s large language models unleash powerful capabilities, like content generation, summarization, and search — all at massive scale.
   • 프롬프트 엔지니어링 입문 과정(Learn Prompting 한국어 버전)
   • Vertex AI embeddings of stack overflow posts
   • Vertex AI Embeddings for Text: Grounding LLMs made easy
   • In-Context Learning (aka. few-shot learning)(이상하게 LLM 정보가 많은 곳)
   • What Neeva's quiet exit tells us about the future of AI startups
   • Code Generation by Instruction with Replit-v1-CodeInstruct-3B
   • GPT-Code UI - OpenAI ChatGPT 의 Code Interpreter 오픈소스 구현버전 (github.com/ricklamers)
   • Tuning Large Language Models for Recommendation Tasks
   • AI 도우미 ‘윈도우 코파일럿’이 삶을 더 편리하게 해주는 5가지 방법
   • Dolly2 and LangChain: A Game Changer for Data Analytics
   • Run a Chatgpt-like Chatbot on a Single GPU with ROCm
   • PostgresML - Generative AI and Simple ML with PostgreSQL
   • The False Promise of Imitating Proprietary LLMs
   • AI-Text 필터링 모델을 위한 거대 ML 모델 적용기
   • Google, 생성형 AI를 이용한 판매자용 도구 Product Studio 공개 (techcrunch.com)
   • Meta, 혁신적인 AI 모델 아키텍처 Megabyte 공개 (artisana.ai)
   • 벡터 유사도 검색으로 추천 서비스 구현하기
   • DB-GPT - 로컬GPT로 데이터에 대해 질문하고 답변 받기 (github.com/csunny)
   • OpenPrompt - An Open-Source Framework for Prompt-learning.
   • Improving language understanding with unsupervised learning
   • 인텔 1조개(1T) 파라미터의 과학용 생성형 AI 모델, Aurora genAI 발표 (wccftech.com)
   • LangChain AI Handbook
   • How a coder used ChatGPT to find an apartment in Berlin in 2 weeks after struggling for months
   • 작은 기업이 510만 달러를 모금했습니다. (geohot.github.io)
   • MTIA v1: Meta의 1세대 AI 추론 가속기 (ai.facebook.com)
   • “전 세계 근로자 60%는 자동화 세대, AI 기반 자동화로 성취감” 유아이패스
   • CEO가 밤잠을 설치는 이유 “AI 기회 놓칠라” : 가트너
   • “생성형 채우기의 마법” AI 툴 품은 포토샵 사용법
   • “오남용 절대 안 돼” MS, 생성형 AI 아트 도구에 암호화 워터마크 삽입
   • State of GPT
   • Introducing Vector Search in Azure Cosmos DB for MongoDB vCore
   • Windows Terminal is getting smart AI features thanks to GitHub Copilot
   • LangChain AI 핸드북 (pinecone.io)
   • Resolving code review comments with ML
   • Welcoming AI to the Microsoft Store on Windows
   • 2023 State of Data + AI
   • "개발자, 코파일럿 플러그인으로 돈 버는 시대 온다"
   • Microsoft Build brings AI tools to the forefront for developers
   • [1/4] Large language models (LLMs) tend to hallucinate, especially when generating long outputs.
   • Introducing Vector Search Similarity Capabilities in Azure Cache for Redis Enterprise
   • "1분기 AI 벤처 투자 급감··· 전분기 대비 43% 감소" CB인사이츠
   • Microsoft Learn announces Microsoft Q&A Assist and new content for building AI skills
   • It is starting to get strange. Let's talk about ChatGPT with Code Interpreter & Microsoft Copilot
   • 🦜🔗 Awesome LangChain
   • GirlfriendGPT - Your personal AI companion
   • Waymo and Uber partner to bring Waymo’s autonomous driving technology to the Uber platform
   • How Rogue AIs may Arise
   • AI :: Artificial Intelligence, Cognitive Science, Machine Learning {(Un)Supervised/RL}, Neural Nets, NLP, etc... for Python
   • Neeva 유료 검색엔진 서비스 종료 (neeva.com)
   • A State-of-the-Art Large-scale Pretrained Response Generation Model (DialoGPT)
   • Code Generation LM Evaluation Harness
   • “파이썬 생태계 숨은 보석” 최신 데이터 과학 툴 5가지
   • This is the GPT4-LLM dataset
   • Quivr - Your Second Brain, Empowered by Generative AI
   • Is Consciousness More Like Chess or the Weather?
   • Modding Age of Empires II with a Sprite-Diffuser
   • Cloud GPU Resources and Pricing
   • MMS: Scaling Speech Technology to 1000+ languages
   • Psychic - Universal API for unstructured data
   • Intel Announces Aurora genAI, Generative AI Model With 1 Trillion Parameters
   • eBay’s Blazingly Fast Billion-Scale Vector Similarity Engine
   • privateGPT - Ask questions to your documents without an internet connection, using the power of LLMs. 100% private, no data leaves your execution environment at any point.
   • Scikit-LLM: Sklearn Meets Large Language Models
   • CodeT5+: Open Code Large Language Models
   • How Does Generative Retrieval Scale to Millions of Passages?
   • Comparing Software Developers with ChatGPT: An Empirical Investigation
   • ChatGPT Prompt Engineering for Developers 중에서 환각을 피하는 법: 관련된 정보가 있는지 찾아보고 없다면 없다고 대답하라
   • Google Colab AI 공개 (blog.google)
   • High-Performance Graph Databases That Are Portable, Programmable, and Scale to Hundreds of Thousands of Cores
   • Supercharging Search with generative AI
   • Pandas 2.0 vs Pandas 1.3 — Performance Comparison
   • Harvard university is offering FREE world class education in Data Science!
   • Getting ChatGPT to turn a flat vocabulary list into a hierarchical taxonomy
   • Don Knuth Plays with ChatGPT
   • ChatGPT 및 다른 LLM을 위한 CLI 도구들 (simonwillison.net)
   • 하루 만에 소설 ‘뚝딱’ 편집·번역 ‘척척’… 출판계 뒤흔드는 AI [S 스토리]
2. 하드웨어
   • 애플 워치의 숨은 영웅은 시계 뒤에 숨긴 줄 교체용 버튼 (theverge.com)
   • ARM’s Cortex A53: Tiny But Important
   • The Relay That Changed the Power Industry
   • 인텔, Aurora 슈퍼 컴퓨터 공개 (wccftech.com)
   • The long road to recover Frogger 2 source from tape drives
3. 읽을거리
   • Parachute use to prevent death and major trauma when jumping from aircraft: randomized controlled trial
   • What Is the Nature of Consciousness?
   • The role of cat eye narrowing movements in cat–human communication
   • A 'natural death' may be preferable for many to enduring CPR
   • Make Learning a Lifelong Habit
   • The Elements of Good Judgment
   • The ASA Statement on p-Values: Context, Process, and Purpose
   • 국민 양형 체험 프로그램
   • Our model suggests that global deaths remain 5% above pre-covid forecasts
   • The cult of being confident and why it doesn’t help women
   • Total Recall | Philip K. Dick’s Substance Abuse and Psychosis
   • Noise Is All around Us—and It’s Affecting You More than You Think
   • The Land of the Fee
   • 한국 ‘상위 1%’ 부자는…순자산 29억원 가진 21만 가구

EOB

[B급 프로그래머] 5월 4주 소식(개발/설계/경력관리/보안/클라우드/데이터베이스 관련 소식 정리)

(오늘의 짤방: It's always the OS. Not me. via @PR0GRAMMERHUM0R)

개발 관련 소식

1. 팁과 유틸리티
   • AI 도우미 ‘윈도우 코파일럿’이 삶을 더 편리하게 해주는 5가지 방법
   • Remove Image Backgrounds
   • ‘기본 앱만으로’ 아이폰에서 종이 문서를 스캔해 PDF로 만드는 방법
   • Jordi Bruin's Apps
2. 프로그래밍
   • SectorC: A C Compiler in 512 bytes
   • Rust 101 is a university course for computer science students, introducing the Rust Programming Language, and is available for anyone who wants to teach Rust.
   • WezTerm - 크로스 플랫폼 터미널 에뮬레이터 오픈소스 (wezfurlong.org)
   • Berkeley Mono Typeface
   • JobRunr - The ultimate library for background processing in Java.
   • 🍦 VanJS: The Smallest Reactive UI Framework in the World
   • If you want to practice Linux LXD then here is a website through which you can practice without installing anything.
   • Podman Desktop 1.0 릴리즈 (developers.redhat.com)
   • On the Costs of Syscalls
   • 0x013 - io_uring 🦑
   • 50 years in filesystems: towards 2004 – LFS
   • The AARD Code and DR DOS
   • LXD is a modern, secure and powerful system container and virtual machine manager.
   • How WebAssembly is Eating the Database, One UDF At a Time
   • Forrester on WebAssembly for Developers: Frontend to Backend
   • diff written by Rust
   • Dust - du + rust = dust. Like du but more intuitive.
   • Kanboard is a free and open source Kanban project management software.
   • How to start a Go project in 2023
   • uftrace is a function call graph tracer for C, C++, Rust and Python programs.
   • THE BASICS OF PYTHON PACKAGING IN EARLY 2023
   • Optimizing A Vue App
   • Lapce - Lightning-fast And Powerful Code Editor
   • 개발할때 사용하는 기술의 간단한 버전을 구현해보는 학습 방식 사례
   • Memory Allocation - A highly intuitive visual guide on how memory allocation works, step by step
   • FreeBSD는 부팅시에 7%의 시간을 SYSINIT들을 버블소트하는데 사용 (twitter.com/cperciva)
   • Writing Python like it's Rust
   • Building a Signal Analyzer with Modern Web Tech
   • How Much Memory Do You Need to Run 1 Million Concurrent Tasks?
   • Introducing rsync-time-machine.py - a Python port of the rsync-time-backup script, offering Time Machine-style backups using rsync.
   • Y2Z / monolith: ⬛️ CLI tool for saving complete web pages as a single HTML file ★5349
   • Pint: a Python units library
   • Why Functional Programming Matters
   • How to Read a Paper
   • yt-fts is a simple python script that uses yt-dlp to scrape all of a youtube channels subtitles and load them into an sqlite database that is searchable from the command line.
   • If you are lost in the ocean of python packaging, take a look at this book.
   • Scaling Azure Arm64 VMs with Microsoft’s Build of OpenJDK: A Performance Testing Journey
   • Nushell - A new type of shell.
   • soft-serve - A tasty, self-hostable Git server for the command line. 🍦
   • Debugging a FUSE deadlock in the Linux kernel
   • Nyxt: the hacker's browser.
   • The Algorithms - Rust
   • Pushup - a page-oriented web framework for Go
   • Perseus - THE RUST FRAMEWORK FOR THE MODERN WEB
   • Consent-O-Matic is a browser extension pop-ups that we've all grown to both love and hate.(설치 방법
   • progress - Coreutils Progress Viewer
   • unittest vs pytest
   • What Is a REST API? Examples, Uses, and Challenges
   • REST vs. SOAP
   • Rust for C#/.NET Developers
   • Take your first steps with Rust by Microsoft
   • Stop Saying C/C++
   • SpeedTest by OpenSpeedTest™ - Free & Open-Source HTML5 Network Performance Estimation Tool.
   • Unit Testing eBPF Programs
   • ‘힐라에서 플링크까지’ 눈길 끄는 자바 프로젝트 7선
   • 풀필먼트 입고 서비스팀에서 분산락을 사용하는 방법 - Spring Redisson
   • Colima - container runtimes on macOS (and Linux) with minimal setup.
   • publint - Lint if a package is published right
   • Are the types wrong?
   • Meet Graphite: Fast, simple code review
   • How to use VLOOKUP in Google Sheets
   • 고 개발자가 꼽은 가장 큰 불편함은 '오류 처리'
   • GS SHOP App의 메모리 확보
   • Big O Notation: A Simple Explanation With Examples
   • RedMonk Top 20 Languages Over Time: January 2023
   • deptry is a command line tool to check for issues with dependencies in a Python project, such as unused or missing dependencies.
   • Git 커밋 메시지 잘 쓰는 법 (insight.infograb.net)
   • Real Multithreading is Coming to Python - Learn How You Can Use It Now
   • PHP에서 단위테스트 시작하기
   • Go and JSON: A Comprehensive Guide to Working with JSON in Golang
   • Toy-HTTP-rs: A Modern, Lightweight HTTP Learning Tool in Rust
   • Bucket4j - Java rate-limiting library based on token-bucket algorithm.
   • Performance in the spotlight: WebAssembly profiling for everyone
   • rustdesk: Virtual / remote desktop infrastructure for everyone! Open source TeamViewer / Citrix alternative. ★41813
   • Distrobox: Use any Linux distribution inside your terminal
   • Faster CPython at PyCon, part one
   • The Contradictions in ‘The Zen of Python’
   • Litter is a pretty printer library for Go data structures to aid in debugging and testing.
   • PIXterm - draw images in your ANSI terminal with true color
   • Python의 대안 🔥Mojo 언어를 소개합니다.
3. DevOps
   • Slack uses Apache Kafka at scale:
   • 2023-03-08 Incident: A Deep Dive into the Platform-level Impact
   • Kubernetes The Hard Way
   • Migrating Critical Traffic At Scale with No Downtime — Part 2
   • SigNoz - Monitor your applications and troubleshoot problems in your deployed applications, an open-source alternative to DataDog, New Relic, etc.
   • The future of Kafka is unlimited storage.
   • Sniffnet - 오픈소스 네트워크 트래픽 모니터링 도구 (github.com/GyulyVGC)
   • Survey Shows Companies Moving away from DIY Kubernetes
   • Trippy combines the functionality of traceroute and ping and is designed to assist with the analysis of networking issues.
   • 깃허브 왜 이러나... 지난 4개월간 잇따른 서비스 장애
   • “쿠버네티스에 핀옵스 더하기” 오픈코스트 활용한 비용 관리법
   • 쿠버네티스는 더 저렴하다, 그러나 무엇보다 더?
   • Inside Datadog’s $5M Outage (Real-World Engineering Challenges #8)
   • Platform as a Runtime (PaaR) - Beyond Platform Engineering
4. 설계
   • Saga Pattern Made Easy
   • Agility and Architecture: Balancing Minimum Viable Product and Minimum Viable Architecture
5. 경력 관리와 개발문화
   • [독서광] 필독! 개발자 온보딩 가이드(본인이 쓴 글)
   • 저임금 노동자를 무시할 때 치르는 값비싼 대가
   • Distributed Systems Engineer (L4) - Data Platform
   • "1분기 AI 벤처 투자 급감··· 전분기 대비 43% 감소" CB인사이츠
   • Vint Cerf’s Career Advice for Engineers - The Internet’s co-creator on humility, collaboration, and cultivating soft skills
   • How do we get a tech team to make a big technical change?
   • Same Stop
   • 20 Things I’ve Learned in my 20 Years as a Software Engineer
   • What you give up when moving into engineering management
   • Why You Should Stop Trying to Be Happy at Work
   • 우아한형제들에서 PM끼리 소통하는 법 – 카르페피엠
   • It’s Time to Embrace Slow Productivity
   • Radical Transparency: How a Strong Startup Culture can Deliver Success
   • Software Engineer (L5) - Python Platform
   • How to recruit with softer skills in mind

보안/클라우드/데이터베이스 관련 소식

1. 보안
   • Removing PGP from PyPI
   • Correct Horse Battery Staple - Secure password generator to help keep you safer online
   • 카카오와 카뱅의 '본인인증' 차이, 아시나요?
   • Vault is a tool for securely accessing secrets.
   • Google Investigates a New Approach for Workload Isolation
   • CAN Injection: keyless car theft
   • What eBPF Means for Container Threat Detection
   • Cryptographic Best Practices
   • Apple Publishes First-Ever App Store Transparency Report
   • Writing Is My Main Freedom. One Day My Work Disappeared.
   • Announcing Cloudflare Secrets Store
   • Windows XP Activation: GAME OVER #
   • 2년 이상 방치한 ‘구글 계정’ 12월부터 삭제된다
   • "비밀번호 그 이상을 원한다면" 구글 계정으로 패스키 설정하기
   • A Hackers View to ISO/SAE 21434 - Or, how not to get pwned while driving 250 km/h on the Autobahn
2. 클라우드
   • 마이크로소프트, 클라우드 기반 주문형 워크스테이션 서비스 ‘데브 박스’ 7월 정식 출시
   • Azure Kubernetes Service Build 2023 announcements
   • Magic Pocket: Dropbox’s Exabyte-Scale Blob Storage System
3. 데이터베이스
   • Connecting to PostgreSQL databases
   • JunoDB - Paypal의 Key-Value Store를 오픈소스로 공개 (medium.com)
   • Meta Switches to MySQL Raft to Improve Reliability and Operational Simplicity
   • SurrealDB is the ultimate cloud database for tomorrow's applications
   • Is 20M of rows still a valid soft limit of MySQL table in 2023?
   • High-Performance Graph Databases That Are Portable, Programmable, and Scale to Hundreds of Thousands of Cores
   • ReadySet is a SQL caching engine designed to help developers enhance the performance and scalability of their existing database-backed applications.
   • D1: We turned it up to 11
   • Announcing FerretDB 1.0 GA - a truly Open Source MongoDB alternative
   • ConnectorX - ConnectorX enables you to load data from databases into Python in the fastest and most memory efficient way.
   • Migrating from Supabase
   • pg_simula - A database system failure simulation tool for PostgreSQL.
   • Why Databases Write Ahead
   • Building and deploying MySQL Raft at Meta
   • Elasticsearch 3TB의 인덱스를 reindex 하는 방법

EOB

[독서광] 필독! 개발자 온보딩 가이드

이번 주는 필독! 개발자 온보딩 가이드을 소개하겠다.

방송 스크립트는 전체 공개되어 있으며, 슬라이드셰어에서 보거나 다운로드 받을 수도 있다.

하이라이트를 요약 정리하면 다음과 같다:

• 00:00 도입
• 00:45 한 페이지 요약
• 03:50 이 책의 목차
• 11:38 무엇이 이 책을 흥미롭게 만드는가?
• 14:31 대상 독자
• 15:01 결론과 마무리

EOB