Hello, I am currently working on a project involving the development of an AI model to recognize and analyze electrical resistance networks. To train the model effectively, I need a dataset of circuit diagrams, specifically focusing on electrical resistance networks. The images should ideally be diverse in complexity, covering both simple and complex resistance arrangements. I would greatly appreciate it if anyone could point me to publicly available datasets, resources, or tools where I can generate or find such images. Any help or guidance would be invaluable. Thank you!

datasets #AI model #Electrical resistance networks

Many academic papers on health outcomes and food choices have been published over the years based on this data. Just wondering if it available somewhere?

Edit: As an example:

https://www.sciencedirect.com/science/article/pii/S0735109720343321?via%3Dihub#sec3

Hi everyone,

I want to work on an NLP + llms project and I’m in search of some unique or interesting datasets that go beyond the usual suspects (like sentiment analysis or text classification). Ideally, I’m looking for something that could offer a fresh challenge or involve a less common application of NLP. It could be related to a specific domain (e.g., healthcare, legal, creative writing) or perhaps a dataset with a unique structure or problem to solve.

Does anyone have recommendations or know of any datasets that have caught your eye? I’d love to hear about any hidden gems or unconventional data sources that could inspire my project!

Thanks in advance!

Hi everyone,

For those interested in data visualization, I have prepared a Plotly tutorial. I would appreciate it if you could take a look. I hope it’s informative.

https://www.kaggle.com/code/meryentr/plotly-tutorial-47-different-graphs

Looking for Alzheimer’s clinical research datasets, available as downloadable .csv files.

I need them for a visualization project. I need to use Tableau to visualize data relating to the topic I chose, “The Latest in Alzheimer’s Clinical Trials and Research.”
Ultimately, I want to compare results from Clinical Trials in these 3 drugs, that are approved, or about to be:
Lecanemab, Aducanumab, and Donanemab
and I want to compare them to clinical trials in these 3 drugs that are being developed:
Simufilam hydrochloride, APOLLOE4, Fosgonimeton

But in actuality, if that data is not something I can simply acquire in.csv and interpret, then any Alzheimer’s .csv datasets would be incredibly useful. I’m just having trouble finding them…
Maybe the way I’m going about looking for them isn’t the best way. I’m new to all this (In school).

[DISCLAIMER – Self-Promo]

Job posting data is fragmented, unreliable, duplicated, and lacks consistent structure.

We’re building the centralized database for job postings. The jobs in our database include high-quality enrichments (e.g. salary ranges, remote vs in-person, job skill extractions), validation (e.g. no ghost jobs, no fraudulent jobs), and tied to a ground truth taxonomy (the US-based O*NET SOC occupation codes, which organizes jobs by job family and job function).

We’re using our highest-performing O*NET classifier, salary extraction pipeline, and more to structure and de-duplicate jobs.

If you’re working with job postings data and want better jobs data, comment below.

For ref, you can check out our marketing copy here: https://www.trytaylor.ai/product/job_database

Anyone have a link? Apparently beer consumption has been falling the last few years. Some people attribute it to Covid-19; however, it’s been falling since 2017 fairly consistently. https://www.economist.com/graphic-detail/2017/06/13/around-the-world-beer-consumption-is-falling

All shapes welcome, just a pet project.

did everyone paid for their NIS data sample. 600 bucks ? is it worth for fellowship applications

I am doing research for a university and I need to find a site that has the titles on streaming services (Netflix, Hulu, ect) for specific points in time. Every day from 2016 to 2018 and can see what comes and goes. I tried way back machine without any success. Does anyone know where I can find this or if I’m possibly in the wrong subreddit? Thank you!

Hi everyone,

I’m working on a project to build a network showing carbon credit trading relationships (who trades with whom). I’ve checked out Berkeley’s carbon offset data, but it doesn’t detail the actual trading between entities.

Does anyone know where I can find more detailed data on carbon credit trading? Ideally, I’m looking for datasets allowing me to build a network of these trading relationships, similar to buyer-seller or issuer-retirer connections.

I am looking for workout datasets with correct and incorrect performance videos for each exercise.

this is my first real project and I need to work on , the equivalent i seek isn’t popular, because it’s between two dialects of the same language

so my bits that i won’t be able to find a dataset for my project so my question is on how to make a translation dataset to train my translation model

if any can proved help through material, tutorials, or if they been through the same problem i will be thankful

This is so random I’m not sure if this is where I’m supposed to be but I am trying to look up locations relative to other locations. So for example I want to find all the apartments in Mississippi that are within 10 miles of an AMC movie theater. Or let’s say I drive an hour to work every day and I want to know every gas station on the route to work. How do I do this?

I’ve just come across a free sample dataset of over 500,000+ pet insurance quotes from the UK market. This real-world dataset includes information on:

Pet details (species, breed, age)
Policy features (coverage types, limits, premiums)
Geographical data (postcodes)
Policyholder demographics
It’s perfect for:
Predictive modeling of insurance premiums
Risk analysis in the pet insurance market
Exploring geographical trends in pet ownership and insurance
Practice projects for data cleaning and analysis

You can access the dataset here: https://app.snowflake.com/nkkubsv/hjb89858/#/data/provider-studio/provider/listing/GZTSZ2DR6BH

I’m excited to see what insights and models the community can derive from this data from https://marketdatainsightica.com

I know this question may vary depending on industry and use case, but I’ve spent hours navigating pages for different types of data for my projects and still feel like I’m not finding the right datasets.

I’m starting to suspect that I’m either using the wrong process for determining what type of data I need or not looking in the right places.

For context: I’m working on both LLM and conventional ML projects, and I’m looking for both various structured public EU datasets and unstructured private data. However, I’m curious to learn about your experiences in general so that I can assess my own process.

How do you go about finding datasets for your projects, and where do you normally search for them?

Hi comrades. I’ve got myself in a pickle by promising something that I’m not sure how to deliver.

My boss would like to know when a specific shaped product first went on sale in the UK (not just by us, which would be easy, but by any of our dozens of competitors). We identify the product by a vague description, e.g. “Fairy decoration with illuminated wings”, but we’re also interested in “decorative fairy with light up wings”.

Google reverse image search can get me a list of product names from various suppliers, for what’s on sale now, but I’ve struggled with finding out how far back these sales go. I thought WayBack Machine would help, but it’s really light on e-commerce sites. This may be because “view product” pages on most sites aren’t stored, but are generated dynamically.

I think EAN data might help us, but I’m not really familiar with that. Similarly, Ebay or Amazon might hold the key, but I don’t know how easy it is to access old data from them.

Do any of you guys know a decent source of data that could reliably show when a product first appeared on the market?

I’m trying to learn some more coding skills with one of my interests (snow), something like depth/accumulation at stations by date. I’m worried the NOAA API will limit me if I play around with it too much in one session (Too many requests) ?

I am looking for a dataset of ultrasound images from the first trimester of a fetus, to try to determine the sex of a baby with nub theory

Hi everyone,

I’ve created a list of resources to learn data science
https://github.com/AI-ML-Notes/Awesome-Data-Science-Resources

I’ll add some more resources like these:
•⁠ ⁠https://www.deeplearning.ai/resources/

•⁠ ⁠https://github.com/afshinea/stanford-cs-221-artificial-intelligence/blob/master/en/super-cheatsheet-artificial-intelligence.pdf
•⁠ ⁠https://github.com/afshinea/stanford-cs-229-machine-learning/blob/master/en/super-cheatsheet-machine-learning.pdf
•⁠ ⁠https://github.com/afshinea/stanford-cs-230-deep-learning/blob/master/en/super-cheatsheet-deep-learning.pdf
•⁠ ⁠https://github.com/shervinea/mit-15-003-data-science-tools/tree/master/en
•⁠ ⁠https://github.com/shervinea/stanford-cme-102-ordinary-differential-equations

•⁠ ⁠Deeplearning.ai Gen AI Short courses

Hope you find it helpful. If you could suggest some more, please reply or create a PR.

I am looking for a dataset that contains images of medicine. It would be better if the images contain specifically ophthalmology medicines. Pls mention as many as possible.

Hey everyone. Im looking for an LDAP injection attacks dataset. Does anyone know where i can get it from? Or where I can buy it from?

So, im in the need of a dataset of the artstyle from the game, arround 200-400 high quality images would be great, less is still apreciated.

I run a company that provides extremely detailed data on your annoymous web traffic. We can identify between 40-50% of your annoymous web traffic for you to convert. These pixels can be placed on funnels or websites. This traffic is already familiar with your product or service, so would you pay $.12 -.$19 to identify and target them? Its a no brainer! If you want a demo- and test it out- email me [Stephen@vitaledge.io](mailto:Stephen@vitaledge.io) My calendar link

100% Compliant with CANSPAM & CCPA laws- Available for United States Consumers Only. We do work with business outside the US targeting US consumers. We say we can only identify 40-50% because we scrub and remove anyone on the DNC, Outside the US, Bots, and does not have verifiable opt-in status. Our list is 100% ready to be marketed to.

Data Points Captured:
Name, Email (0.9% bounce Rate), Phone (80-85% Accuracy), Address, Opt In Status (verified, date, IP, URL) Facebook, Twitter, Linkedin Profiles, Age, Gender, Religion, Marital Status, Address, Secondary Address, Urbanicity (rural, surbabn, City) Congressional District, Laguages, Behaviors, Interests, Generation, Ethnic Group, Political Party Affiliation,Political campaign contributor, Education level, Occupation Detail, IOS or Android, Income Level, Total Household Income, Credit Score Range, # Adults in the house, # Children, Age Ranges of Children, Dwelling Type, Own vs Rent, Mortgage Details, Purchase Price, Current Value, Refinance Status, Refi amount, Type of Mortgage (conventional, FHA, VA), Amex Card, bank cards, Credit Cards, Investments, Premium Credit Cards, Stocks, Bonds, make model of vehicle.

We also do data enrichment. If you have a customer data base we can enrich with all the data points here!

If you are running FB/ Google Ads we can also provide custom audiences of people who have searched for your product or service in the last 24hrs- and we set up a live feed so your audience is always with in the last 24hrs. Your CPL may be higher, but your CPA can be cut by 20%-50% ! Send me an email! [stephen@vitaledge.io](mailto:stephen@vitaledge.io)

Data such as income, parental income, marital status, parental marital status, race, age, etc. on criminals. Thanks in advance.

Please suggest me how can I find a thermal images or aerial or drone footage of of forest and wildlife I also search it in Kaggle but I couldn’t find the suitable one if anyone find it there also please drop a link or a keywords to search those and it is available anywhere else Please help me to find those it will be a very helpful for me to train my model.