PinnedWencong Yang, PhDinTowards Data ScienceSampling from Multivariate Distributions: From Statistical to Generative ModelingBridging classic statistical methods and cutting-edge generative AI models for sampling from multivariate distributions.5d ago15d ago1
PinnedWencong Yang, PhDinTowards Data ScienceData Augmentation in AI for Science: An Earth Science Case StudyAugmenting observational data with physical simulations improves the performance of AI models in scientific research.May 22May 22
PinnedWencong Yang, PhDinTowards Data ScienceFour Simple Steps to Build a Custom Self-hosted Llama3 ApplicationLearn how to build and deploy a custom self-hosted Llama 3 chat assistant in four simple steps.May 1May 1
PinnedWencong Yang, PhDinTowards Data ScienceSeven Requisite Skills for Navigating from Data Science to ApplicationsHelping Entry-Level Data Scientists to Transform Ideas into Industrial-Level applications.Apr 12Apr 12
Wencong Yang, PhDinTowards AIFrom Data Science to Production: Streamlining Model Deployment in Cloud EnvironmentEfficiently Deploy AI Models from Development to Production with Docker and AWS Fargate.Apr 2Apr 2
Wencong Yang, PhDinTowards AIFrom Data Science to Production: Generating API Documentation with SwaggerGenerate API documentation automatically using Swagger in Python.Mar 7Mar 7
Wencong Yang, PhDinPython in Plain EnglishFrom Data Science to Production: Building a Model Service Using TornadoA easy way to turn a model into a web service in Python.Mar 1Mar 1
Wencong Yang, PhDFrom Data Science to Production: Abstract Classes for Model DeploymentAbstraction makes your code more modular and flexibleFeb 8Feb 8
Wencong Yang, PhDFrom Data Science to Production: Configuration Management for ML CodeMake it easy to config your deployed modelDec 29, 2023Dec 29, 2023
Wencong Yang, PhDinPython in Plain EnglishFrom Data Science to Production: Automatic Data ValidationEnsure data integrity in your deployed modelDec 29, 20231Dec 29, 20231