- Fresh ML PhD grad, landed junior MLE role starting in 2 weeks, best resources to prepare? https://www.amazon.com/Designing-Machine-Learning-Systems-Production-Ready/dp/1098107969 3 comments cscareerquestions
- Fresh deep learning PhD grad, landed junior MLE role starting in 2 weeks, best resources to prepare? https://www.amazon.com/Designing-Machine-Learning-Systems-Production-Ready/dp/1098107969 2 comments cscareerquestions
Linking pages
- Open challenges in LLM research https://huyenchip.com/2023/08/16/llm-research-open-challenges.html 72 comments
- GitHub - DataExpert-io/data-engineer-handbook: This is a repo with links to everything you'd ever want to learn about data engineering https://github.com/DataExpert-io/data-engineer-handbook 20 comments
- MLOps guide https://huyenchip.com/mlops/ 3 comments
- Book Launch: Effective Data Science Infrastructure | Outerbounds https://outerbounds.com/blog/book-launch-effective-data-science-infrastructure 1 comment
- Real-time machine learning: challenges and solutions https://huyenchip.com/2022/01/02/real-time-machine-learning-challenges-and-solutions.html 1 comment
- Data Distribution Shifts and Monitoring https://huyenchip.com/2022/02/07/data-distribution-shifts-and-monitoring.html 1 comment
- Chip Huyen: Machine Learning Tools and Systems https://thegradientpub.substack.com/p/chip-huyen-machine-learning-tools 0 comments
- Lukas Biewald: Crowdsourcing at CrowdFlower and ML Tooling at Weights & Biases https://thegradientpub.substack.com/p/lukas-biewald-crowdsourcing-at-crowdflower 0 comments
- GitHub - chiphuyen/machine-learning-systems-design: A booklet on machine learning systems design with exercises. NOT the repo for the book "Designing Machine Learning Systems" https://github.com/chiphuyen/machine-learning-systems-design 0 comments
- Navigating the Future of AI: Strategies for Survival | Science & technology experiments https://dzidas.com/ml/2023/03/19/chatgtp-eats-the-world/ 0 comments
- Building A Generative AI Platform https://huyenchip.com/2024/07/25/genai-platform.html 0 comments