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The-Data-Alchemists-Manipal / MindWave

MindWave is an open-source project designed for beginners to learn about data science, machine learning, deep learning, and reinforcement learning algorithms using Python. The project offers a platform for implementing relevant algorithms, with open-source tools and libraries.
MIT License
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[GSSOC'23] Data Science Salaries - EDA #603

Closed sahaycodes closed 12 months ago

sahaycodes commented 1 year ago

Is your feature request related to a problem? Please describe.

I'm a GSSOC'23 contributor In this project , I would like to explore the given pattern of Data Science Salaries over the years. Would be performing Data Cleaning, EDA (exploratory data analysis) and would be creating a ML model out of this .

Dataset - https://www.kaggle.com/datasets/arnabchaki/data-science-salaries-2023

Describe the solution you'd like

As said earlier, to create a ML model out of a dataset we need to understand the data as itself and all of its parameters and how they correlate with each other - EDA and Data Visualization is very much important. Therefore, the goal is to understand the data provided and build a ML model for the same.

Describe alternatives you've considered

No response

Additional context

Kindly assign this issue to me under GSSOC'23 . Waiting for response

Code of Conduct

sahaycodes commented 1 year ago

@khusheekapoor , kindly review this issue and assign it to me . Thank You

nayan2167 commented 1 year ago

I would like to work on this issue

khusheekapoor commented 12 months ago

@sahaycodes - you can go ahead! We are assigning you 21 days for this project, after which it will be assigned to someone else if not completed. All the best! Name the file as: algorithm_dataset.ipynb and link it in the readme of the labeled directory as algorithm - dataset.