A lot of useful things have already been said, so I'll attempt to add value by asking a few questions that might be useful for you to ponder. I'll be as constructive and encouraging as I can. 1. You mentioned you were…
I'm having a hard time deciding if this is the work of a well-meaning but misguided obsessive, or GPT-3 generated pseudo-gibberish. In any case, this book could use a great deal of editing. If there is wisdom in here, I…
This is amazing - I have a homebrew version of this - markdown only, with some scripts to wire-up the links, relying on unique file names. This is miles better that what I have, and I look forward to using it. A feature…
This is a good idea - every ML operation should have something like this, to store, organize, version data, check for drift, do time-travel, backups/replication et cetera. But to borrow from Steve Jobs, I think this is…
This is clickbait (1) to promote his startup, Proda. ML is used in business workflows all the time - to date, I have built several solutions that are being used for 53 clients, internal and external. Here is what makes…
As the lead data scientist at a small-ish fintech, I can confirm many of the frustrations and disappointments in the OP. But my trajectory was slightly different - from being the only "data science guy" in 2016, to now…
Played three times, made it to gen 23 on the third time. Fun game. Without knowing much about game mechanics, a "domestication" strategy seems to work well. 1. Pick a corner. Bottom-right was what I chose. 2. Move there…
I manage a team that directly uses ML to create software services that our customers pay money to use. This is relatively rare. Most ML applications are internal - your customer is your own company. In this case, you…
Speaking from the other side, my advice is to over-communicate, especially if you haven't built up a deep trust and reputation with your team and your manager. Here's what your manager is worried about: 1. Will the job…
A lot of useful things have already been said, so I'll attempt to add value by asking a few questions that might be useful for you to ponder. I'll be as constructive and encouraging as I can. 1. You mentioned you were…
I'm having a hard time deciding if this is the work of a well-meaning but misguided obsessive, or GPT-3 generated pseudo-gibberish. In any case, this book could use a great deal of editing. If there is wisdom in here, I…
This is amazing - I have a homebrew version of this - markdown only, with some scripts to wire-up the links, relying on unique file names. This is miles better that what I have, and I look forward to using it. A feature…
This is a good idea - every ML operation should have something like this, to store, organize, version data, check for drift, do time-travel, backups/replication et cetera. But to borrow from Steve Jobs, I think this is…
This is clickbait (1) to promote his startup, Proda. ML is used in business workflows all the time - to date, I have built several solutions that are being used for 53 clients, internal and external. Here is what makes…
As the lead data scientist at a small-ish fintech, I can confirm many of the frustrations and disappointments in the OP. But my trajectory was slightly different - from being the only "data science guy" in 2016, to now…
Played three times, made it to gen 23 on the third time. Fun game. Without knowing much about game mechanics, a "domestication" strategy seems to work well. 1. Pick a corner. Bottom-right was what I chose. 2. Move there…
I manage a team that directly uses ML to create software services that our customers pay money to use. This is relatively rare. Most ML applications are internal - your customer is your own company. In this case, you…
Speaking from the other side, my advice is to over-communicate, especially if you haven't built up a deep trust and reputation with your team and your manager. Here's what your manager is worried about: 1. Will the job…