I’ve been working on a project. Simply put, predicting the future time period, eg, 1 month ahead as I’ve used monthly data. As I’m working with time series data, is it logical/necessary to keep it in chronological order ? Critically, validating the model. If I now want to tune/optimise the model on validation data, how do I choose the length of the...

TL;DR: Attention is a “learnable”, “fuzzy” version of a key-value store or dictionary. Transformers use attention and took over previous architectures (RNNs) due to improved sequence modeling primarily for NLP and LLMs. What is attention and why it took over LLMs and ML: A visual guide https://preview.redd.it/8aoqz10hjnyc1.png?width=1903&format=png&auto=webp&s=234b7aa38e9eee56d9d91f70f69ff81a7c666ff7...

Hello We are in the process of selecting, training and using an AI model to determine the best sequence of marketing actions for the next few weeks to maximize INCREMENTAL sales for each customer segment for a B2B consumable product (i.e. one that needs to be purchased on a periodic basis). Many of our customers are likely to buy our products even without...

Recently I interviewed many data scientists and I found they didn't really know how to train model. Therefore I wrote a song about how to train the model. Any experts can help to review? Any comments are welcome. Thanks tons. https://www.youtube.com/watch?v=ZXQ5CFdpmRM&list=RDMM59UIVmFkxbs submitted by /u/wufuheng [link] [comments]

This is a simple captcha reader model I made: repo: https://github.com/Null-byte-00/CaptchaReader submitted by /u/Soroush_ra [link] [comments]

Can anyone recommend the roadmap and YouTube tutorial for data science,ml and ml maths from scratch submitted by /u/Bragadeesh_16 [link] [comments]