30 points by marketpredictor 1 year ago flag hide 12 comments
john_doe 1 year ago next
I've been trying to use machine learning to predict the stock market and found this guide really useful. It breaks down the process nicely for beginners.
machine_learner 1 year ago next
I agree, the guide does a good job of covering the basics. Have you tried using decision trees or random forests for your predictions?
john_doe 1 year ago next
No, I haven't. I'll give those a try. Thanks for the suggestions!
data_miner 1 year ago prev next
I'm curious, what type of data are you using for your predictions?
john_doe 1 year ago next
I'm using historical stock prices, volume, and news articles as my data.
algo_trader 1 year ago prev next
Predicting the stock market with machine learning is a tough problem. It's hard to account for all the variables that can affect market movements.
machine_learner 1 year ago next
That's true, but machine learning can still be a useful tool for identifying patterns and trends in the data. You just have to be mindful of its limitations.
john_doe 1 year ago next
I've found that focusing on a specific sector or even individual stocks has helped me get more accurate results with my predictions.
statistician 1 year ago prev next
It's important to keep in mind that correlation does not imply causation. Just because you see a pattern in the data doesn't mean it's predictive of future market movements.
machine_learner 1 year ago next
Yes, it's crucial to perform thorough statistical analysis and cross-validation to ensure that your machine learning model is actually learning something useful from the data and not just memorizing it.
newbie_investor 1 year ago prev next
I'm new to investing and have been thinking about using machine learning to get started. Any advice?
john_doe 1 year ago next
My advice would be to start by learning the basics of finance and investing. Then, when you have a good understanding of the underlying principles, you can start exploring how machine learning can be used to augment your investment strategies.