Hey guys I am currently studying and doing a deep dive on imbalanced dataset challenges, and I am doing a deep dive on oversampling and undersampling, I am using the SMOTE library in python. I have to do a big presentation and report of this to my peers, what should I talk about?? I was thinking: Intro: Imbalanced datasets, challenges Over/Under: Explaining...

NHITs is a SOTA DL for time-series forecasting because: Accepts past observations, future known inputs, and static exogenous variables. Uses multi-rate signal sampling strategy to capture complex frequency patterns — essential for areas like financial forecasting. Point and probabilistic forecasting. You can find a detailed analysis of the model here:...

Recently I’ve been contemplating moving to a manager role in a big tech company. I was wondering which type of team is typically more favourable for an IC with a data science background. Have you found any barriers when managing a team mainly made up of engineers vs managing a team where the composition is mostly data scientists ? submitted by ...

OpenAI has released Swarm, a multi agent Orchestration framework very similar to CrewAI and AutoGen. Looks good in the first sight with a lot of options (only OpenAI API supported for now) https://youtu.be/ELB48Zp9s3M submitted by /u/mehul_gupta1997 [link] [comments]

submitted by /u/NDVGuy [link] [comments]

Hello, I'm currently pursuing an undergraduate Economics degree with a minor in Data Science (76 and 40 credits respectively) in Israel. I'd like to know if this is a viable path for analyst/data science type jobs. is there anything important I’m missing or should consider adding? Courses I already did: (All taught in the Statistics department) Calculus...