Questions tagged [project-planning]

The tag has no usage guidance.

Filter by
Sorted by
Tagged with
0
votes
0answers
36 views

How to approach new project in Medical Image analysis?

I am working on a project in medical image analysis - Breast cancer detection. And since I am the one who has proposed this project I was wondering, what would be the (data science) steps its ...
2
votes
1answer
31 views

What is the best practice for data folder structuring?

I work for a small data science consultancy firm and we are trying to standardize our project folder structure. We started from the cookiecutter structure which is a great base. However one of the ...
2
votes
1answer
29 views

General equation for getting an idea of the scale of a machine learning project

I'm writing an application for a project where we intend to teach a model to predict one aspect of an environment (traffic safety) using a database with 10 images (about 300x300px and, say, 256 colors)...
2
votes
1answer
71 views

Which are the strategies to counter the 80/20 dilema in Data Science projects?

Most of the time in Data Science projects is not spent in (performing) actual analytics but rather in other tasks, such as organizing data sources, collecting samples and preparing datasets, compiling ...
0
votes
1answer
39 views

General Process for new project

Often when i get a new project in machine learning the client always ask me either to do a particular task like a prediction for one thing or give me data and ask me to find what i can do with it. i'...
4
votes
1answer
101 views

How to plan a model analysis that avoids overfitting?

Coming from statistics, I'm freshly trying to learn machine learning. I've read a lot of tutorials about ML, but have no real training. I'm working on a little project where my dataset have 6k lines ...
1
vote
1answer
23 views

Project structure - many projects share same large dataset

I have a bunch of projects for my job that are largely unrelated except they use the same data, which is pretty big on disk in csv format. I want these to exist separately from each other and I ...
2
votes
0answers
27 views

Cameras for automatic customer service machine [closed]

For my university project, I am planning to build an automated customer service machine. One which recognizes when someone approaches the camera according to says hello, etc. Also, I am planning to ...
1
vote
1answer
21 views

Format for proposing a new algorithmic project?

I am working for an organization that is still new to implementing data science projects. I have an idea for a data spider/algorithm project that will require various pieces of code as well as ...
2
votes
0answers
248 views

Milestones of data science project [closed]

I'm looking at working on a machine learning project for a company, where they are interested in paying in instalments at certain milestones in the project. My initial thoughts are that how to define ...
2
votes
2answers
36 views

How do you avoid 'analysis paralysis' when choosing a method to implement?

When you have multiple methods to accomplish a task, how do you choose which one to implement?