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UppuluriKalyani / ML-Nexus

ML Nexus is an open-source collection of machine learning projects, covering topics like neural networks, computer vision, and NLP. Whether you're a beginner or expert, contribute, collaborate, and grow together in the world of AI. Join us to shape the future of machine learning!
https://ml-nexus.vercel.app/
MIT License
69 stars 123 forks source link

Data Scientist Salary Prediction #852

Closed Varunshiyam closed 1 week ago

Varunshiyam commented 1 week ago

Related Issues or bug

The rapid growth in the data science field has resulted in a wide range of salary distributions, influenced by factors such as experience, job title, employment type, and geographical location. Employers and job-seekers alike need accurate predictions to better understand compensation expectations. This project addresses the need for a reliable salary prediction model that can account for the variability within the data science job market. By using machine learning, we aim to predict salary values, assisting stakeholders in making informed financial and career decisions.

Fixes: #849

Proposed Changes

This project aims to predict salaries for data science roles using various machine learning algorithms, based on features like work experience, employment type, job title, and company location. By leveraging data analysis and feature engineering, the model identifies patterns and trends, helping provide accurate salary predictions. The dataset includes data points across several years, various experience levels, and employment types, offering a comprehensive look into factors that impact salary in the field of data science.

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github-actions[bot] commented 1 week ago

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