Machine Learning

Highlights of some of my projects that are open to the public.

End-to-end solutions

Blog posts

Webinars and talks

Machine Learning Samples

Below are some machine learning samples that I worked on. They have been used as Microsoft samples for products like Azure notebooks and Visual Studio.

Azure ML notebook samples in Python

These notebooks cover topics such as developing and evaluating models. They also explain how you can easily set up web service on Azure to allow others to make predictions using your models. There’s also an example on discovering and visualizing topics from Twitter tweets. The target users are data scientists with statistics background and new to Azure.

 

Azure ML notebook samples in R

These notebooks cover topics such as fitting GBM and LASSO models. They also explain how you can easily set up web service on Azure to allow others to make predictions using your models. The target users are data scientists with statistics background and new to Azure.

  • Fitting a GBM and publishing to AzureML using R (GitHub link)
  • Fitting a LASSO regression model and publishing to Azure ML using R (GitHub link)

 

Azure ML Studio experiment

  • Data Scientists’ Guide to Azure Machine Learning Studio (Azure ML link)