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Experimental Exploratory Data Analysis for a Classification Task
Expand the traditional EDA in a wider pipeline looking for the impact of each action into the behaviour of models. Exploratory Data & Models Analysis
exploratory-data-analysis classification machine-learning logistic-regression
Machine Learning Toolbox
A curated list of 100+ libraries for all parts of the Machine Learning workflow
exploratory-data-analysis annotation visualization interpretability
WExDA - Web-based Data Exploration Tool
WExDA is a web-based data exploration tool made with streamlit. It can be used for Exploratory Data Analysis.
visualization data-science exploratory-data-analysis streamlit
Classify Song Genres from Audio Data
My first machine learning project has been uploaded on GitHub. I started simple with a supervised learning to classify Rock and HipHop songs
audio-classification music exploratory-data-analysis audio
Insights from Stackoverflow Dataset
Analysis of Stackoverflow Developers Dataset to answer some business questions
exploratory-data-analysis data-science python machine-learning
Missingno: Missing data visualization module for Python.
Missingno provides a small toolset of flexible and easy-to-use missing data visualizations.
exploratory-data-analysis visualization notebook python
Designing data visualization APIs in Python
In this post we'll examine some data visualization API design ideas.
visualization exploratory-data-analysis matplotlib altair
Diabetes Classifier
The machine learning model uses DecisionTree classifier to predict whether a person is diabetic or not
decision-trees machine-learning exploratory-data-analysis data-science
Avocado sales
Exploratory analysis to answer the question: has the trend ‘avocado toast’ worshiped by millenials caused an increase on avocado sales?
exploratory-data-analysis article dataset code
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