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ai-workflow-capstone

IBM AI Enterprise Workflow Capstone

chronic_kidney_disease_predictor

Project to create a CKD predictor using the public dataset of UCI Machine Learning Repository:https://archive.ics.uci.edu/ml/datasets/Chronic_Kidney_Disease

collab_iot_python-code-examples

Python code of CollabIoT Moodle exercises

coursera-android

Source Code for Android Course Example Applications

coursera-android-labs

Skeletons and Tests - Programming Mobile Applications for Android Handheld Systems

data-science--cheat-sheet

Cheat Sheets

ecg-diagnosis_emmanuel

Deep learning for 12-lead ECG interpretation (Emmanuel workk)

ecg-multiclassifier-and-xai-emmanuel-

Interpretable AI models to identify cardiac arrhythmias and explainability in ShAP. (Emmanuel work)

handson-ml

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

handson-ml2

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

heart_failure_predictor

hmp_dataset

ibm_coursera_capstone

This repository is about the capstone project of the IBM Professional Certificate on Coursera

ibm_python_dsai

Notebooks included in IBM's Coursera Course "Python for Data Science and AI"

mental_health_employee

An exercise about applying ML to data set from kaggle

ml_hacks

Pieces of code that could be used among differents ML projects

pdf_report_parser

ECGparser for PerCard project

pydata-book

Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media

pythondatasciencehandbook

Python Data Science Handbook: full text in Jupyter Notebooks

quiz-2015

Proyecto de CORE 2015 y @NodeMOOC

sci-xai-pipeline

Research study to develop an automated pipeline that handle data preparation (missing data, encoding, feature selection) and modelling (classification) phases

spoon-knife

This repo is for demonstration purposes only.

survshap

A Proxy-Based Algorithm for Explaining Survival Models with SHAP

training-data-analyst

Labs and demos for courses for GCP Training (http://cloud.google.com/training).

whirlwindtourofpython

The Jupyter Notebooks behind my OReilly report, "A Whirlwind Tour of Python"