Journal

All Posts

• The Problem with Industrial IoT

  January 16, 2018 · data-science technology

  Industrial IoT promises much but faces challenges in adoption and implementation. Explore the hurdles of data quality, integration, security, and proving ROI.

• Revisiting Python support in Apache Flink

  January 11, 2018 · big-data data-science python

  Early 2018 look at Apache Flink's Python support. Checking compatibility, batch vs streaming capabilities, & future developments like Streaming API support.

• Tendencies of Data Engineers and Scientists

  January 9, 2018 · data-engineering data-science engineering-management

  Explore the relationship dynamics and challenges between data engineering and data science teams, including their approaches, collaboration, and best practices.

• I Made a Model, Now What?

  January 4, 2018 · atlanta data-science machine-learning

  Practical insights from a PyData Atlanta talk on successfully deploying and maintaining machine learning models in production environments.

• Year's End: Looking back on 2017

  December 28, 2017 · meta open-source

  A year-end reflection on 2017's blog posts, open-source projects (git-pandas, category encoders, elote), and personal accomplishments. Looking ahead to 2018.

• On taking things too seriously: holiday edition

  December 9, 2017 · data-science python rating-systems

  Building a CFB bowl game prediction system with Python packages elote, keeks, & keeks-elote. Combines rating, betting strategies, and backtesting for analysis.

• Elote: a python package of rating systems

  December 6, 2017 · data-science machine-learning python

  Introducing Elote, a Python package implementing various rating systems like Elo and Glicko. Learn its core concepts and see how to use it for ranking.

• Ripyr: sampled metrics on datasets using python's asyncio

  November 28, 2017 · data-science python type-hints

  An introduction to ripyr, a Python library for streaming through large datasets and parsing basic metrics using asyncio and type hinting

• Category Encoders v1.2.5 Release

  November 22, 2017 · category-encoders data-science machine-learning

  Category Encoders v1.2.5 brings community updates including stable binary/BaseN encoding, new leave-one-out encoding, and pandas compatibility fixes.

• Standing Peachtree Park

  November 20, 2017 · atlanta history

  Visit Standing Peachtree Park, an Atlanta site at the meeting of Peachtree Creek and Chattahoochee River, marking one of the city's earliest settlements.