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Andres March
Andres March

18 Followers

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Feb 5, 2022

Improving the Machine Learning Lifecycle

Building a Data Product can involve machine learning and other data science that differs a bit from traditional software development. Much of the work may be done in an experimental fashion and not be conducive to the typical CI/CD process that is typical of the SDLC. …

Mlops

7 min read

Improving the Machine Learning Lifecycle
Improving the Machine Learning Lifecycle
Mlops

7 min read


Feb 5, 2022

Data Products in a decentralized world

In my last post, I discussed the importance of data contracts to ensure longevity and ease of data consumption. Now I’d like to turn attention to the hot topic of Data Products and how they get built in a decentralized world. Data contracts are integral to Data Products as well. What the heck is a Data Product? …

Data Product

3 min read

Data Products in a decentralized world
Data Products in a decentralized world
Data Product

3 min read


Sep 2, 2021

Ditching Docker for Desktop on macOS

Docker for Desktop has changed their licensing forcing anyone not willing to pay to go back to the CLI tools. I hit some roadbumps removing the UI and installing the CLI tools. Here’s what I did to overcome them on macOS Big Sur. Remove the GUI First, remove the GUI by running the…

Docker

2 min read

Ditching Docker for Desktop on macOS
Ditching Docker for Desktop on macOS
Docker

2 min read


Dec 11, 2020

Keeping the data lake from becoming a swamp

I have been thinking a lot about how data consumers work with producers to ensure they have access to the data they need in a format that is understandable and reliable. We have some great new tools like snowflake, alation, and looker for exploring, documenting, and visualizing data. …

Data Lake

5 min read

Keeping the data lake from becoming a swamp
Keeping the data lake from becoming a swamp
Data Lake

5 min read

Andres March

Andres March

18 Followers

bringing science and data together

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