TL;DR: I'm a former military analyst, new to betting, looking to use my background in the military and apply it to gambling. However, I'm new to creating algorithms and looking for resources.
I started this account to be the main source of my Reddit research. I'm about two months into sports betting and looking to start building my own models for various sports and betting research.
If anyone has specific resources they like for things like APIs, research papers/backgrounds, modeling templates, other subreddits, or discussion boards, please feel free to post.
I found this sub about two weeks ago, and I’ll definitely be a regular around here. I recently separated from the military with over a decade of data analysis experience, and this seems like the first resource I’ve found with actual knowledgeable individuals.
I started gambling in April while working construction with a bunch of degenerate gamblers (lol). Their degenerate tendencies got me interested. I found a couple of niche markets, focused all my attention on becoming better informed in my bets, and I’ve won a significant amount of money in the last two months. This has led me down a rabbit hole of brainstorming different theories on future models and research methods.
My current theory, though I’m aware I'm new and inexperienced, is that there isn’t enough correlation/cross-correlation in the data used for picking props or markets. I’m aiming to create my own databases/models that I can use for my future betting and understanding of how odds are created.
I'm a vet as well, although I have yet to discover how to apply my background in aviation maintenance to sports betting lol.
I think the number one thing that frustrates me on the main main gambling subreddits is that people don't seem to grasp what probabilities are. As in, every single offered wager on a betting site can be worth taking *at the right odds*. For example, I expect (>50% probability) that the Yankees will beat my Reds tonight, but I don't think the probability is quite 65% (-185 odds given). Hence I bet on the Reds at +163 because I think they have a greater than 38% chance of pulling it off. That being said, my favorite resource is https://www.aceodds.com/bet-calculator/odds-converter.html
IMO the easiest calculator for converting odds to implied probabilities (and also has the formulas for use in models at the bottom).
Another tip is automating as much as possible. My stuff isn't where I would like it to be ideally (some sources still exported manually, and stored on a local database), but things like simple scripts for grabbing daily lineups (I use RotoWire personally...free and easy).
And then my 3rd note is to incorporate the Kelly Criterion in some fashion into your models. I nerf the percentage down heavily so I'm never wagering more than 1-2 units on any one bet, but it definitely helps to have the formula in place so your wager amount adjusts for the confidence level/edge.
After typing that all out and rereading your post, I'm realizing it's not exactly what you asked for. However, hopefully still helpful. Also, my background (current line of work as a data engineer) involves a lot of automation and data integrations/transformations/etc, whereas I lack the actual analysis experience that you have. So feel free to message me if there's anything I can help with on that front.