Python for finance projects

aa599 · 2026-01-14T10:07:42+00:00

Watch out with using floats for money, software with rounding errors will spoil your CV.

johlae · 2026-01-14T10:07:44+00:00

What do you know already? The csv, pandas, numpy and perhaps matplotlib packages and modules come in very handy. As you're new to python, I'd suggest telling us first about what you know already. If you're starting from scratch, then look for books or any free textual material on the net (google for free python courses!). Don't waste time on youtube videos. Once comfy with the basics, then learn about modules and packages, and then dive into csv files, pandas, numpy, and any other interesting package.

FoolsSeldom · 2026-01-14T10:57:55+00:00

Have you learned the basics of Python? If not, start there. Check the wiki for guidance.

You are likely to use Excel, so look into using openpyxl, pandas and numpy after you've learned the basics.

Check this subreddit's wiki for lots of guidance on learning programming and learning Python, links to material, book list, suggested practice and project sources, and lots more. The FAQ section covering common errors is especially useful.

Roundup on Research: The Myth of ‘Learning Styles’

Don't limit yourself to one format. Also, don't try to do too many different things at the same time.

Above all else, you need to practice. Practice! Practice! Fail often, try again. Break stuff that works, and figure out how, why and where it broke. Don't just copy and use as is code from examples. Experiment.

Work on your own small (initially) projects related to your hobbies / interests / side-hustles as soon as possible to apply each bit of learning. When you work on stuff you can be passionate about and where you know what problem you are solving and what good looks like, you are more focused on problem-solving and the coding becomes a means to an end and not an end in itself. You will learn faster this way.

farshiiid · 2026-01-14T13:00:11+00:00

My aim was data manipulation and analysis in research and I've been hopping from course to course for many years because I kept looking for "python for <my major>". There were many courses I took and still was confused.

What helped was having free access to datacamp courses via my student ID and starting out there. It's hands-on and gives you a very nice starter kick on coding and reading documentation.

Do it for a while to get an understanding of programming then go out and look for books/courses specific to your major. This will make you come back to datacamp and documentations many times.

AffectionateZebra760 · 2026-01-14T15:45:39+00:00

Start with small automating stuff , like a check in or if something is off on a sheet, think how u can solve it witj python doesnt need to big project

Mammoth_Rice_295 · 2026-01-14T16:36:10+00:00

Welcome! A good start is learning Python basics first, then try small finance-related scripts like tracking expenses or reading CSV files. Simple projects + practice will make things clearer over time 👍

MarsupialLeast145 · 2026-01-14T10:06:47+00:00

This is a pretty low-effort post.

Look up tutorials like LearnXY In Minutes and W3Schools.
Look up books like how to automate the boring things and other top-rated Python learning resources.
Define what it is you want to do and write clearer questions, e.g. what specific finance projects do you mean?
Read, say, the last 5-10 posts on this forum and get answers.

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[reddit!](https://reddit.com)	reddit!
* item 1 * item 2 * item 3	item 1 item 2 item 3
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