Binary Classification

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Mastering Data Analysis in Excel (Coursera)

Important: The focus of this course is on math - specifically, data-analysis concepts and methods - not on Excel for its own sake. We use Excel to do our calculations, and all math formulas are given as Excel Spreadsheets, but we do not attempt to cover Excel Macros, Visual [...]
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Predicting heart disease using Machine Learning (Coursera)

Sep 6th 2021
Predicting heart disease using Machine Learning (Coursera)
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In this guided project, we will develop a predictive model capable of accurately predicting the presence or absence of heart disease from clinical and laboratory data using a K-Nearest-Neighbors Classifier. This project, which we'll run on Google Colab, was designed for those who are taking their first steps in [...]
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Basic Data Analysis and Model Building using Python (Coursera)

By the end of this project learners will be able to perform data ingestion using Pandas and Numpy, preprocess and visualize the data using Matplotlib and Seaborn. Learners will also build a binary classification model using Scikit-Learn. Additionally, learners will be introduced to other data science concepts and techniques [...]
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Estimating ML-Models Financial Impact (Coursera)

This course covers the basics of financial impact estimation for machine learning models deployed in business processes. We will discuss the general approaches to financial estimation, consider the applications to credit scoring and marketing response models, and focus on the relationship between statistical model quality metrics and financial results, [...]
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