Logistic Multiple Regression Analytics Web. Python and Streamlit For Categorical Data (Data Science

in this video, we will learn how to use Multiple Logistic Regression to check the relationship between variables. we suppose that we answer research questions from respondents' questionnaires. The nature of Collected data is Categorical, a Logistic regression has a built-in classes for data pre-processing, training, and prediction

GitHub
https://github.com/shamiraty/Quantitative-Research-Logistic-Regression

live demo:
https://open-findings.streamlit.app/

Complete Docs
https://drive.google.com/file/d/1sh2lS4Pt-o476hPh_zkf15Rv0ht4-cM1/view?usp=sharing

Complete Github Source-Codes
https://github.com/shamiraty/OPEN-STREAMLIT-PROJECTS

Complete Live Demo
https://open-projects.streamlit.app/

0:00:00 Introduction
0:06:18 Importing Python Libraries
0:10:55 Loading Dataset
0:14:24 Running Streamlit Project
0:16:03 Feature Transformation
0:17:52 Feature Selection
0:19:07 Model Fitting
0:20:47 Prediction
0:22:47 Measure of Variations
0:30:27 creating Dataframe
0:37:32 Visualization

OTHER PYTHON PROJECTS

Analytics Web application Multiple Linear Regression Web Project using Streamlit and Python
live demo
https://business-analytical.streamlit.app/
reference code
https://github.com/shamiraty/REGRESSION-ANALYSIS-WITH-Y-PREDICTED
Video tutorial
https://youtu.be/VeP0c-ZPkD8


*Python Web Dashboard using DashPlotly Framework and Dash Bootstrap Component*
Demo 1
https://python13.onrender.com/
Demo 2
https://project-fpy1.onrender.com/
reference code
https://github.com/shamiraty/Python-Web-Dashboard-DashPlotly
Video tutorial
https://youtu.be/5SbIGjhkez0

*Business Analytics Dashboard Website using Streamlit Python and MySQL*
live demo
https://business-analytics.streamlit.app/
reference code
https://github.com/shamiraty/Streamlit-Business-analytics-with-Excel_CSV
Video tutorial
https://youtu.be/sIqBA0PhzGQ

*descriptive analytics website with MySQL*
live demo
hhttps://intelligent-force.streamlit.app/
reference code
https://github.com/shamiraty/Streamlit-Dashboard-Descriptive-Analytics-with-MYSQL
Video tutorial
https://youtu.be/pWxDxhWXJos

*Python Machine Learning Web App Multiple Linear Regression using Streamlit Python and MySQL*
live demo
https://business-force.streamlit.app/
reference code
https://github.com/shamiraty/MULTIPLE-REGRESSION-STREAMLIT-AND-MYSQL
Video tutorial
https://youtu.be/4Y2oMUaKkGk

*analytics dashboard with excel and graphs*
live demo
https://shamiraty-analyticsdashboard-with-excel-file-main-kkkk2a.streamlit.app/
Video tutorial
https://youtu.be/-cg3qPhI74s

*Web Analytics Dashboard using Python and Streamlit to Visualize Sales* Data of Excel file
live demo
https://projectforce.streamlit.app/
reference code
https://github.com/shamiraty/streamlit-dashboard-with-date-filter-and-content-switch
Video Tutorial
https://youtu.be/uDuPM4xfPlw

*Streamlit Web Visualization Dashboard using Python and PygWalker Exploratory Library*
Live Demo
https://kanaries.streamlit.app/
Source Code
https://github.com/shamiraty/pgwalker-with-streamlit
Video Tutorial
https://youtu.be/JeoYZkmeYTo

*Crosstabulation web*
live demo
https://shamiraty-crosstabulation-main-b2c61u.streamlit.app/
reference code
https://github.com/shamiraty/CrossTabulation
Video tutorial
https://youtu.be/1fnq4CzezxQ

*Add new Record to Excel file via Web Interface*
live demo
https://shamiraty-add-data-to-excel-streamlit-main-4mef19.streamlit.app/
reference code
https://github.com/shamiraty/add-data-to-excel-streamlit
Video tutorial
https://youtu.be/-3q2rwuy99g

*Percentiles, 5 number summary, Categorical data*
live demo
https://shamiraty-numbersummary-percentiles-main-bng7ov.streamlit.app/
reference code
https://github.com/shamiraty/numberSummary_percentiles
Video tutorial
https://youtu.be/U7vf-DB_KmQ

*Business Intelligent Analytics Web Dashboard Using PYTHON, HTML, CSS, STREAMLIT, MICROSOFT EXCEL*
video
https://www.youtube.com/watch?v=mDJ-sKB7DvE
live demo
https://python-business-analytics.streamlit.app/
reference code
https://github.com/shamiraty/python_analytics_graph_excel

*Business Analytics Web Dashboard Using Python, Html, CSS, Streamlit & Excel as Database | real Word*
live demo
https://python-bussiness-analytics-with-adddata.streamlit.app/
source code
https://github.com/shamiraty/python_analytics_graph_excel-_with_add_data/
video
https://youtu.be/rJzBNm0rb0g

*Logistic Regression Analysis And Coefficient Of Correlation Using Python And Jupyter Notebook*
reference code
https://github.com/shamiraty/Logistic-Regression-Jupyter-NoteBook