Spaces:
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Commit Β·
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Parent(s): 3ca3212
add README File contecnt
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README.md
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# DataScience
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##
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- `ml_complete-all-topics/` β A comprehensive Machine Learning guide with interactive demos and explanatory pages (static HTML/CSS).
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##
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From the repository root, run one of the following in a terminal:
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@@ -38,10 +67,23 @@ Then open http://localhost:8000/complete-statistics/ or http://localhost:8000/ml
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Because these are static sites you can also host them on Netlify, Vercel, or any static host.
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##
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## Notes about repository cleanup
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# π DataScience Learning Hub
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Welcome to an interactive collection of educational web projects for learning statistics and machine learning! This repository contains two main interactive courses that you can access directly through your browser.
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## π― Live Demos
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Visit our courses directly in your browser:
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- [π Interactive Statistics Course](https://aashishgarg13.github.io/DataScience/complete-statistics/)
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- [π€ Machine Learning Guide](https://aashishgarg13.github.io/DataScience/ml_complete-all-topics/)
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## π Contents
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### π Complete Statistics Course
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- **Location:** `complete-statistics/`
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- **Features:**
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- 40+ Interactive Topics
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- Descriptive Statistics
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- Probability & Distributions
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- Hypothesis Testing
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- Interactive Visualizations & Canvas
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- Hands-on Learning Experience
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### π€ Machine Learning Guide
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- **Location:** `ml_complete-all-topics/`
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- **Features:**
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- Comprehensive ML Topics
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- Interactive Demonstrations
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- Visual Learning Aids
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- Step-by-Step Explanations
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> π‘ Both projects are pure static websites - no server needed! Open directly in your browser or use a simple static server.
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## π Quick Start
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### Option A: View Online
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Visit our GitHub Pages hosted versions:
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1. [Statistics Course](https://aashishgarg13.github.io/DataScience/complete-statistics/)
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2. [Machine Learning Guide](https://aashishgarg13.github.io/DataScience/ml_complete-all-topics/)
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### Option B: Run Locally (Recommended for Development)
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#### Simple Browser Opening:
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1. Clone this repository
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2. Navigate to either project folder
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3. Double-click `index.html`
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#### Using Local Server (Recommended to avoid CORS issues):
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From the repository root, run one of the following in a terminal:
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Because these are static sites you can also host them on Netlify, Vercel, or any static host.
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## π Project Structure
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### Statistics Course
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```
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complete-statistics/
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βββ index.html # Main course interface
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βββ style.css # Course styling
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βββ app.js # Interactive visualizations
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```
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### Machine Learning Guide
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```
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ml_complete-all-topics/
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βββ index.html # Main guide interface
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βββ style.css # Guide styling
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βββ app.js # Interactive components
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```
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## Notes about repository cleanup
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