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Questions tagged [project-planning]

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1 answer
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How to decide your first self-project for Data Science/Analysis [closed]

Suppose a complete beginner(in the field of data analysis/data science), which is my case indeed, decided to make a project for his/her resume. These are the following skills he have learnt: Python(...
Swayam Jha's user avatar
0 votes
0 answers
15 views

Creating a project based "level of effort remaining" visualization for project tracking and management

I am looking to create a tracker to help manage the current and future progress of a large engineering project. The project is made up of many subprojects each with their own tracker. This is an excel ...
BRNZ's user avatar
  • 1
0 votes
2 answers
84 views

Data Science Project Data Workflow Structure

I'm in the middle of a project of marketing regarding the sales prediction with promotions. The client has very complex business processes and so the data needs a lot of preprocessing (joins, filters, ...
ru.mp's user avatar
  • 63
0 votes
2 answers
74 views

Been stuck on a DS problem. Just need to know whether this problem statement is solvable or not

I've been stuck on the following problem for weeks now. To be clear I'm not asking the community to provide a full solution. Just a few ideas or at least confirmation on whether this problem statement ...
Aakash Dusane's user avatar
1 vote
1 answer
49 views

Create Period column based on a date column where the first month is 1, second 2, etc

I have a dataset with many project's monthly expendituries (cost curve), like this one: Project Date Expenditure(USD) Project A 12-2020 500 Project A 01-2021 1257 Project A 02-2021 125889 Project ...
conradoov's user avatar
4 votes
2 answers
133 views

Tools for project management Data Science

I'm in charge of a small data science team (3 data scientists, me included). We do our projects with at least one business person (PM) per project ( we have 5 of these). We managed everything with ...
Diogo Santos's user avatar
2 votes
1 answer
438 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 ...
Technologic's user avatar
2 votes
1 answer
35 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)...
Henrik's user avatar
  • 123
2 votes
1 answer
129 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 ...
Gonzalo Garcia's user avatar
0 votes
1 answer
56 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'...
Fabieng's user avatar
  • 13
4 votes
1 answer
123 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 ...
Dan Chaltiel's user avatar
1 vote
1 answer
49 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 ...
jesseWUT's user avatar
  • 111
2 votes
0 answers
33 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 ...
Duke Glacia's user avatar
1 vote
1 answer
29 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 ...
I_Play_With_Data's user avatar
2 votes
0 answers
467 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 ...
Tom's user avatar
  • 141
2 votes
2 answers
42 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?
DBinJP's user avatar
  • 123