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IntroToDataScience_Coaching

I am pleased to share that during my PDENG journey i was selected as a coach for giving a training on data science.

I gave lectures on neural networks;

And i lead a data challenge o healthcare.

DataSet: https://www.kaggle.com/ronitf/heart-disease-uci This database contains 76 attributes, but all published experiments refer to using a subset of 14 of them. In particular, the Cleveland database is the only one that has been used by ML researchers to this date. The "goal" field refers to the presence of heart disease in the patient. It is integer valued from 0 (no presence) to 4. Attribute Information:

age sex chest pain type (4 values) resting blood pressure serum cholestoral in mg/dl fasting blood sugar > 120 mg/dl resting electrocardiographic results (values 0,1,2) maximum heart rate achieved exercise induced angina oldpeak = ST depression induced by exercise relative to rest the slope of the peak exercise ST segment number of major vessels (0-3) colored by flourosopy thal: 3 = normal; 6 = fixed defect; 7 = reversable de

Stake holder:

Clinical Case 01_JADS (2)_Page_07

Architecture

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DataSet

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Expolratory Data Analysis and Modeling

Clinical Case 01_JADS (2)_Page_19 Clinical Case 01_JADS (2)_Page_23 Clinical Case 01_JADS (2)_Page_26 Clinical Case 01_JADS (2)_Page_27 Clinical Case 01_JADS (2)_Page_28 Clinical Case 01_JADS (2)_Page_29

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Conducting intro to data science lectures with a healthcare data challenge

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