DataDelver
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Delve 0: Hello Labyrinth (World)! TOP NEW
It seemed so daunting, “I need to make this model work!”, “Running this in a notebook isn’t good enough, we need to drive live site traffic against this!”, “All of this data is bad!”. Entering the Labyrinth Welcome to my blog data delver! I’m so glad you found your way here! If you’re like me, when you first started out with data science ... Read More
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Delve 3: Fun Linux Utilities TOP NEW
“People rarely succeed unless they have fun in what they are doing” -Dale Carnegie *nix the Workhorse of MLOps Welcome to 2024 data delvers! I hope you had a wonderful holiday season! As we enter into the new year I’d like wanted to take some time to talk about things that make my day to day as a developer fun! As I hope to get into in fut... Read More
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Delve 2: My Recommended Machine Learning & Data Science Resources! TOP NEW
“If I have seen further than others, it is by standing upon the shoulders of giants.” - Isaac Newton My Go To List of Machine Learning & Data Science Resources I have often been asked what resources I recommend for those looking to get into machine learning, whether you want to be a data scientist or ml engineer. In this delve I’ll cov... Read More
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Delve 1: The (Hidden) Danger of Notebooks in Production TOP NEW
“Coming together is a beginning. Keeping together is progress. Working together is success.” - Henry Ford When Good Intentions go Awry At many points in my career I have come across the topic of deploying code related to machine learning models in the form of Jupyter Notebooks. Often, the push towards this idea comes from a place of good i... Read More