saminegash/end-to-end-ml-project

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Created almost 4 years ago
Updated almost 4 years ago

saminegash/end-to-end-ml-project

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Moodle-Database-Educational-Data-Log-Analysis-

The Moodle LMS is a free and open-source learning management system written in PHP and distributed under the GNU General Public License. It is used for blended learning, distance education, flipped classroom and other e-learning projects in schools, universities, workplaces and other sectors. With customizable management features, it is used to create private websites with online courses for educators and trainers to achieve learning goals. Moodle allows for extending and tailoring learning environments using community sourced plugins.

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image-dataset

Image dataset from Bing Image Search API on azure for building end to end deep learning project on Azure

real-estate-prediction

Real estate price prediction model for presentation

Jupyter Notebook

Bank-DepositPredictive-mlModel

Predictive Machine Learning predictive model that would help to identify customers who would or would not subscribe to their term deposit in the future by using data exploration, data cleaning, feature extraction, and developing robust machine learning algorithms that would aid for good prediction for Bank Institutions

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sales-prediction-using-mlModel

Business Need: Rossmann Pharmaceuticals needs data scientist since their finance team wants to forecast sales in all their stores across several cities six weeks ahead of time. Managers in individual stores rely on their years of experience as well as their personal judgement to forecast sales. The data team identified factors such as promotions, competition, school and state holidays, seasonality, and locality as necessary for predicting the sales across the various stores and my job is to build and serve an end-to-end product that delivers this prediction to Analysts in the finance team.

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used-car-price-prediction

End to end used car price prediction.