Questions tagged [project-planning]
The project-planning tag has no summary.
18 questions
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Guide me with my major project titled Satellite-Based Agricultural Vulnerability Monitoring
I am working on a major project titled Utilizing Satellite Data and Deep Learning to Monitor Agricultural Vulnerabilities to Climate Change. My goal is to develop a system to monitor agricultural ...
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Project suggestions
I am an undergrad student, I have on campus internships coming up this July. I want to build some projects in the AI/ML domain, preferably in NLP or GenAI. Could anyone suggest some good ideas for ...
- 11
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95
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How Would You Approach This Project on Time Series and Anomaly Detection
TLDR
Have background in MLOps and machine learning engineering, started at a new employer (as the first AI engineer) and failed in a project of time series forecasting. Approach detailed below, any ...
- 515
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133
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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(...
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2
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216
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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, ...
- 73
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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 ...
- 173
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72
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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 A
03-...
- 13
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2
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188
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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 ...
- 191
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590
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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 ...
- 21
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1
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56
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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)...
- 123
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159
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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 ...
- 121
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75
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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'...
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158
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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 ...
- 341
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99
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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 ...
- 111
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54
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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 ...
- 21