Claudia Ng reflects on real-world ML lessons, mentoring newcomers, and her journey from corporate ML to freelance AI. The post “My biggest lesson was realizing that domain expertise matters more than algorithmic complexity.“ appeared first on Towards Data…

Since its inception in PyTorch 2.0 in March 2023, the evolution of torch.compile has been one of the most exciting things to follow. Given that PyTorch’s popularity was due to its “Pythonic” nature, its ease of use, and its line-by-line (a.k.a., eager) execution…

Turning raw clinical notes into structured entities with LLMs. The post Can LangExtract Turn Messy Clinical Notes into Structured Data? appeared first on Towards Data Science. Generated by RSStT. The copyright belongs to the original author. Source

Part 2: Prompt Engineering for Features, Modeling, and Evaluation The post Advanced Prompt Engineering for Data Science Projects appeared first on Towards Data Science. Generated by RSStT. The copyright belongs to the original author. Source

An algorithm-agnostic approach inspired by Cook's distance The post Help Your Model Learn the True Signal appeared first on Towards Data Science. Generated by RSStT. The copyright belongs to the original author. Source

Your 3am production alert isn't a model problem—it's an upstream crisis in disguise The post The Upstream Mentality: Why AI/ML Engineers Must Think Beyond the Model appeared first on Towards Data Science. Generated by RSStT. The copyright belongs to the original…