Wencong Yang, PhD – Medium

Wencong Yang, PhD

Pinned

Wencong Yang, PhD
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Towards Data Science

Sampling from Multivariate Distributions: From Statistical to Generative Modeling

Bridging classic statistical methods and cutting-edge generative AI models for sampling from multivariate distributions.

Jul 15

Ideogram generated cover image.

Jul 15

Pinned

Wencong Yang, PhD
in
Towards Data Science

Data Augmentation in AI for Science: An Earth Science Case Study

Augmenting observational data with physical simulations improves the performance of AI models in scientific research.

May 22

Data Augmentation in AI for Science: An Earth Science Case Study

May 22

Pinned

Wencong Yang, PhD
in
Towards Data Science

Four Simple Steps to Build a Custom Self-hosted Llama3 Application

Learn how to build and deploy a custom self-hosted Llama 3 chat assistant in four simple steps.

May 1

Four Simple Steps to Build a Custom Self-hosted Llama3 Application

May 1

Pinned

Wencong Yang, PhD
in
Towards Data Science

Seven Requisite Skills for Navigating from Data Science to Applications

Helping Entry-Level Data Scientists to Transform Ideas into Industrial-Level applications.

Apr 12

Seven Requisite Skills for Navigating from Data Science to Applications

Apr 12

Wencong Yang, PhD
in
Towards AI

From Data Science to Production: Streamlining Model Deployment in Cloud Environment

Efficiently Deploy AI Models from Development to Production with Docker and AWS Fargate.

Apr 2

From Data Science to Production: Streamlining Model Deployment in Cloud Environment

Apr 2

Wencong Yang, PhD
in
Towards AI

From Data Science to Production: Generating API Documentation with Swagger

Generate API documentation automatically using Swagger in Python.

Mar 7

Figure 1. Integrate an AI model into an application.

Mar 7

Wencong Yang, PhD
in
Python in Plain English

From Data Science to Production: Building a Model Service Using Tornado

A easy way to turn a model into a web service in Python.

Mar 1

From Data Science to Production: Building a Model Service Using Tornado

Mar 1

Wencong Yang, PhD

From Data Science to Production: Abstract Classes for Model Deployment

Abstraction makes your code more modular and flexible

Feb 8

From Data Science to Production: Abstract Classes for Model Deployment

Feb 8

Wencong Yang, PhD

From Data Science to Production: Configuration Management for ML Code

Make it easy to config your deployed model

Dec 29, 2023

From Data Science to Production: Configuration Management for ML Code

Dec 29, 2023

Wencong Yang, PhD
in
Python in Plain English

From Data Science to Production: Automatic Data Validation

Ensure data integrity in your deployed model

Dec 29, 2023

From Data Science to Production: Automatic Data Validation

Dec 29, 2023

Wencong Yang, PhD

Wencong Yang, PhD

PhD in geoscience, AI engineer. I write about AI4Science, climate change, and cloud computing. Twitter: https://twitter.com/San_Onion_Young

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