About Matthew Mayo

Matthew Mayo is Machine Learning Researcher and the Editor of KDnuggets, the seminal online Data Science and Machine Learning resource. He is particularly interested in unsupervised learning, deep neural networks, natural language processing, algorithm design and optimization, and distributed approaches to data processing and analysis. Matthew holds a Master's degree in CS and a graduate diploma in Data Mining. Email him at mattmayo at kdnuggets[dot]com.

Matthew Mayo Posts (428)

• Simple Question Answering Web App with HuggingFace Pipelines - 21 Oct 2021
  
  See how easy it can be to build a simple web app for question answering from text using Streamlit and HuggingFace pipelines.
• Query Your Pandas DataFrames with SQL - 11 Oct 2021
  
  Learn how to query your Pandas DataFrames using the standard SQL SELECT statement, seamlessly from within your Python code.
• How to Determine the Best Fitting Data Distribution Using Python - 30 Sep 2021
  
  Approaches to data sampling, modeling, and analysis can vary based on the distribution of your data, and so determining the best fit theoretical distribution can be an essential step in your data exploration process.
• Introducing TensorFlow Similarity - 17 Sep 2021
  
  TensorFlow Similarity is a newly-released library from Google that facilitates the training, indexing and querying of similarity models. Check out more here.
• Easy SQL in Native Python - 16 Sep 2021
  
  If the idea of being able to link with SQL databases and define, manipulate, and query using Python sounds appealing, check out the SQLModel library.
• How to Create an AutoML Pipeline Optimization Sandbox - 09 Sep 2021
  
  In this article, we will implement an automated machine learning pipeline optimization sandbox web app using Streamlit and TPOT.
• A Python Data Processing Script Template - 31 Aug 2021
  
  Here's a skeleton general purpose template for getting a Python command line script fleshed out as quickly as possible.
• 3 Data Acquisition, Annotation, and Augmentation Tools - 27 Aug 2021
  
  Check out these 3 projects found around GitHub that can help with your data acquisition, annotation, and augmentation tasks.
• How to Engineer Date Features in Python - 25 Aug 2021
  
  This article discusses and demonstrates how to quickly engineer some common date features using Python.
• Stack Overflow Survey Data Science Highlights - 20 Aug 2021
  
  The results of the 2021 Stack Overflow Developer Survey were recently released, which is a fascinating snapshot of today's developers and the tools they are using. Have a look at some selections from the report, particularly those which may be of interest to data professionals.