Journal

All Posts

• Rethinking Innovation Labs: Bridging Promises and Reality

  April 16, 2018 · innovation strategy

  Explore corporate innovation labs, their promises versus reality, common pitfalls like cultural isolation, and strategies for better integration.

• On Discipline of Creation

  April 7, 2018 · engineering entrepreneurship

  Why creative practice matters in engineering and entrepreneurship. Explore active consumption and daily creation to build mental flexibility.

• Data Engineering Podcast

  February 20, 2018 · data-engineering data-science podcast

  Hear insights on the Data Engineering Podcast discussing predictive maintenance, industrial IoT data challenges, and essential data engineering best practices.

• Category Encoders published in JOSS

  January 26, 2018 · category-encoders data-science open-source

  Announcing the category_encoders Python package publication in JOSS. Discover the peer-review process and citation details.

• 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.