Uncategorized
-
Basics of Text Feature Engineering Techniques Text feature engineering involves transforming text data into numerical representations that can be used for machine learning models. Here are some common techniques: 1. Bag-of-Words (BoW) Concept: Represents text as a collection of words (or tokens), disregarding grammar and word order, but keeping multiplicity. Example: 2. N-Grams Concept: Extends Read more
-
OK in the spirit of ML, I SMASHED jotted down some current notes and used Claude this time to take my notes and make a good write up: As an experienced AWS professional going through the AWS ML Ops certification training, I’ve noticed that some of the content feels outdated and doesn’t align with the Read more
-
Guitars (often smashed on stage by rock musicians)Pinatas (smashed open to release candy and treats)Champagne bottles (smashed at ship christenings)Cars (in demolition derbies or by wrecking balls)Records (breaking records in sports or other achievements)Walls (in TV or movies, often by characters making dramatic entrances)Pumpkins (often smashed during Halloween or for fun)Plates (in Greek traditions or Read more
-
Hmm I’m not sure who would or what is the use case for something this costly for labeling data. .08 an image, what the SMASH! And not sure how many trust using mechanical turk for real labeling needs and if you are talking customer data, well that is show stopper. Maybe I’ll find a use Read more
-
Started to smash some Kaggle http://www.kaggle.com. What a great community and way of learning ML and AI. Lots of free training and task/competitions like who would survive the sinking of the Titanic. Check it out https://www.kaggle.com/c/titanic?utm_medium=email&utm_source=gamma&utm_campaign=gamma-onboarding Read more
-
Trying not to violate copy-write and update a new timbosmash image. But…… This may be the winner Read more
-
First, ask your primary question. Second, ask to build a better prompt to get maximum information: Build a powerful single prompt that gives the most precise answer to any subject or terminology for the response above. Third, apply the prompt in a temporary chat, take the details from the response, and build more in-depth on your topic Read more
-
In a world of wonder, where dreams take flight, There’s a boy named Jack, his spirit pure and bright. At fifteen years young, he still believes, In Santa’s sleigh and the magic it weaves. His laughter dances, like a gentle breeze, As he gazes at stars and the whispering trees. His heart, a canvas, painted Read more
-
Well, it seems when using ChatGPT, there is a lot of stuff running in the browser; as my long list of chats grows and some chats are very long as I work through an issue, it seems to get slower and slower, and the CPU on the machine spikes in these long chats. And images randomly stopped Read more
-
Behold TimboSmash, the formidable force of nature and technology! Armed with algorithms instead of fists, this titan of knowledge smashes through barriers of ignorance with the finesse of a precision-engineered wrecking ball, leaving no concept unscathed and no challenge unconquered! So, if you hear the thunderous roar of TimboSmash, rest assured, it’s not chaos, it’s Read more
-
I thought I had a better understanding how this all worked in AWS, but I got smash and need to pay a bit more attention or should a say structure my data better ๐ Trying to figure out how to really play with SageMaker Ground Truth and something with AWS Glue. Read more
-
I’ve worked ETL system of many types over the years. I’ve worked in AWS for 12 something years. And I never used or even knew what AWS Glue was used for as I never had a project that used it. Man, have I missed the boat on this one. A nice light weight ETL system. Read more
-
All I got to say….. Read more
-
This should be interesting, long time AWS enterprise user, 8+ year in ML/AI companies doing cutting edge in their fields. Admin, Cost reduction and performance of SageMaker etc but really have never been on ML side fully. Moving to Security ML Ops will be interesting. Read more
-
Just got approved for SageMaker Labs! https://studiolab.sagemaker.aws/ starting with this video https://www.youtube.com/watch?v=RuzsYTA0-A8 Will report back soon Read more
-
I have started down the path. Smashed some pytorch on local waiting for sagemaker lab access. Read more
-
https://hackaday.com/2024/04/29/you-can-use-visual-studio-code-to-write-commodore-64-assembly/ ohh the days of writing assembler Read more
