(오늘의 짤방: 태국 군인이 안다만 해에서 고양이를 구출하는 장면이라고 합니다. via @dragonkeem)
- 빅데이터/인공지능
- Human vs GPT-2 for codes
- 왜 그는 데이터를 보게 되었는가?
- Bad News for the Highly Intelligent
- We Downloaded 10,000,000 Jupyter Notebooks From Github – This Is What We Learned
- 자연어 처리(NLP)가 필요하다면?··· 추천 파이썬 라이브러리 8종
- AI-Controlled F-16s Are Now Working As A Team In DARPA's Virtual Dogfights
- 데이터 사이언스의 학습 로드맵 (번역)
- The Infinite Drum Machine
- GPT Neo - An implementation of model & data parallel GPT2 & GPT3 -like models, with the ability to scale up to full GPT3 sizes (and possibly more!), using the mesh-tensorflow library.
- 구글 크롬, Live Caption 기능 공개
- Visualizing Data Timeliness at Airbnb
- How to break a model in 20 days. A tutorial on production model analytics.
- Causal design patterns for data analysts
- Uber’s Real-time Data Intelligence Platform At Scale: Improving Gairos Scalability/Reliability
- 자연어 생성의 편견과 기타 유해성에 대처하기
- Moore's Law for Everything
- Stanford Publishes AI Index 2021 Annual Report
- Faster R-CNN with TensorFlow Object Detection API
- CS 329S: Machine Learning Systems Design(Stanford, Winter 2021)
- I wrote one of the fastest DataFrame libraries
- Replaying real life: how the Waymo Driver avoids fatal human crashes
- 자연어 인공지능 모델 해킹하기
- AI 이미지기반 폰트검색 및 추천
- AWS 기계 학습 - AWS의 전문가가 구축한 과정을 통해 기계 학습을 마스터합니다.
- 인문사회 데이터기반 스타벅스 DT 입지조건 분석(featuring by AI)
- 내 연소득으로 살 수 있는 아파트, 어디에 있을까? (+중소기업 신입이 서울에 아파트를 사려면 몇년이 걸릴까?)
- 인터넷 아카이브, 논문 검색 엔진 IA Scholar 오픈
- The Mathematical Engineering of Deep Learning
- Bitcoin network average energy consumption per transaction compared to VISA network as of 2020
- SEER: The start of a more powerful, flexible, and accessible era for computer vision
- Self-supervised learning: The dark matter of intelligence
- PyTorch 1.8 Release, including Compiler and Distributed Training updates, New Mobile Tutorials and more
- Domain-Specific Architectures for Deep Neural Networks
- Consciousness Is Just a Feeling
- Understanding Deep Learning (Still) Requires Rethinking Generalization
- As a beginner in Machine Learning, which framework you would suggest me Tensorflow or PyTorch and why?
- How to Build Interactive Data Visualizations for Python with Bokeh
- "WSL Hello sudo" is a Linux PAM module and companion Windows CLI apps that realize sudo by biometric login of Windows Hello on Windows Subsystem for Linux (WSL).
- How screen scraping and TinyML can turn any dial into an API
- Gradient-Free-Optimizers provides a collection of easy to use optimization techniques
- 편리한 NLP를 위한 TensorFlow-Text와 RaggedTensor
- Awesome CTO
- ZLUDA is a drop-in replacement for CUDA on Intel GPU.
- 아이폰의 '특별한 위치' 기능이 불안한 이유
- Mining Ethereum on M1 Mac GPU
- 읽을거리
보너스: A great paper with a wonderful illustration how we approach system design, even in agile software development. Start with synthesis, build an hypothesis, then analysis. Then iterate and iterate. via @trondhjort
EOB
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