Instead of hand-coding the preprocessing of data within a data science life cycle project, you can make use of these modules to automatically preprocess your data
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Dec 30, 2020 - Jupyter Notebook
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preprocessing-data
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Rest API for predicting default scores
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Oct 31, 2022 - Python
Churn prediction means detecting which customers are likely to leave a service or to cancel a subscription to a service.
visualization cross-validation adaboost decision-tree-classifier imbalanced-data oversampling leave-one-out-cross-validation label-encoder xgboost-classifier k-fold-cross-validation stratified-cross-validation smotetomek preprocessing-data
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Sep 23, 2023 - Jupyter Notebook
BSA-QTL Mapping in Drosophila Ananassae
variant-calling whole-genome-sequencing bsa variant-filtration freebayes qtl-mapping preprocessing-data
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Sep 26, 2024 - R
Preprocessing scripts for 1:50K tiles issued by the survey department, Sri Lanka
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Sep 17, 2023 - Python
Customer personality analysis project
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Jun 21, 2023 - Jupyter Notebook
Data preprocessing for Artificial Intelligence
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Jun 1, 2024 - Jupyter Notebook
DataCamp Jupyter Notebooks for Machine Learning
data-science machine-learning eda supervised-learning unsupervised-learning classification-regression preprocessing-data
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Jul 26, 2024 - Jupyter Notebook
During the data preprocessing step, I identified three tasks that I believe are crucial and require careful attention: data transformation, handling outliers, and managing missing values. This repository serves as a resource to share what I've learned on these topics for anyone interested.
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Jan 20, 2025
This project predicts credit card application approval by analyzing applicant data. It includes EDA, preprocessing, feature selection with Genetic Algorithms, and classification using KNN, Decision Trees, and MLP models.
javascript css python html flask data-science machine-learning jupyter eda artificial-intelligence classification mlp feature-engineering genetic-algorithms hyperparameter-tuning model-evaluation knn-classification descision-tree preprocessing-data credit-card-prediction
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Jan 20, 2025 - Jupyter Notebook
A web app which facilitates user to visualize data and perform statistical operation without any need to write code in machine learning and data science domain.
python data-science machine-learning statistics graph plotly pandas preprocessing preprocessing-data
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Jan 23, 2022 - EJS
This is my first project on NLP algorithms and techniques to identify duplicate questions.
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Apr 21, 2023 - Jupyter Notebook
Rent pricing prediction on NY properties with interactive dashboards.
machine-learning data-mining exploratory-data-analysis feature-selection pca regression-models student-project kernel-density-estimation feature-importance fine-tuning paired-t-test learning-curves data-visualization-dashboard streamlit-dashboard preprocessing-data regression-metrics streamlit-application recursive-feature-elimination-cv removing-outliers rent-prediction
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Mar 8, 2024 - Jupyter Notebook
Machine Learning projects
machine-learning machine-learning-algorithms ml pca-analysis pca svm-model classification-algorithm machinelearning-python cleaning-dataset preprocessing-data oversampling-technique
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Sep 10, 2022 - Jupyter Notebook
Top companies in USA
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Aug 13, 2023
An comprehensive data analysis of a particular market and its customers.
customer-retention market-segmentation customer-segmentation retention-rate target-marketing retention-analysis preprocessing-data handling-missing-value customer-retention-analysis handling-outlier customer-value-optimization customer-retention-strategies
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Mar 4, 2024 - Jupyter Notebook
🔬 For a paper on AI / ML in Support Ticket Systems, I used this code to clean my data.
data-science machine-learning artificial-intelligence machinelearning datacleaning preprocessing-data
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Sep 13, 2024 - Python
classifying potato leaf diseases using advanced computer vision techniques and convolutional neural networks (CNNs).
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Sep 5, 2024 - Jupyter Notebook
Growing collection of scripts that manipulate text data.
ocr twitter jupyter-notebook memory-management ngrams parallel-processing pdftotext manual-annotations textual-analysis pdftoimage ocr-python tagging-tool scanned-image-pdfs preprocessing-data
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Jan 3, 2022 - Python
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