Naviden/Data-Quality-Issues

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Created 9 months ago
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Naviden/Data-Quality-Issues

Naviden

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Theory and Python code to understand Imbalanced and missing data and how to deal with them.

ML-intro-with-Python

This repository offers a hands-on guide to machine learning with Python, featuring a Jupyter notebook on data processing, regression techniques, evaluation, and optimization. It's suitable for learners at all levels and sets the stage for future expansion into broader machine learning topics.

Jupyter Notebook

Python_Introduction

An Introduction to Python, starting from 0!

Jupyter Notebook

SPC

multilang_keyBERT

A simple wrapper for KeyBERT package

Jupyter Notebook

basic_python_visualization

Basics of visualization with Python

Jupyter Notebook

database_mapping

Mapping some of most famous Academic databeses

Introduction-to-XAI

This repository provides a range of practical examples and educational resources for exploring the field of Explainable AI (XAI). You'll find examples using tools like LIME and SHAP to interpret machine learning model predictions, making the decision-making processes of complex algorithms more transparent and accessible

Jupyter Notebook

word2vec_introduction

An introduction to word2vec algorithm from absolute 0!

Jupyter Notebook