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Merge branch 'main' into workflow-fix
Signed-off-by: Moshe Shamouilian <Moshesham@gmail.com>
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‎Gemfile‎

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@@ -6,3 +6,4 @@ gem "github-pages", group: :jekyll_plugins
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# Optional helpful plugins
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gem "jekyll-feed"
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gem "jekyll-sitemap"
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gem "jekyll-seo-tag"

‎_config.yml‎

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# Site settings
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title: "Data Science Analytical Handbook"
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description: "A handbook for preparing for analytical/data-science interviews"
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baseurl: "" # change if served from a subpath, e.g. /repo-name
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url: "" # set to your site URL, e.g. https://username.github.io
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description: "A comprehensive guide to data science interview preparation, analytical skills, and product analytics mastery"
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url: "https://moshesham.github.io"
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baseurl: "/Data-Science-Analytical-Handbook"
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repository: moshesham/Data-Science-Analytical-Handbook
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github_username: moshesham
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# Author information
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author: "Data Science Handbook Community"
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# Build settings
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markdown: kramdown
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kramdown:
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input: GFM
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auto_id_prefix: "id-"
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# Prevent inline styles for table alignment
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syntax_highlighter: rouge
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table_align_class: true
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highlighter: rouge
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permalink: /:categories/:title/
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# Plugins
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plugins:
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- jekyll-feed
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- jekyll-sitemap
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- jekyll-seo-tag
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# Include files
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include:
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- _pages
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- _layouts
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- _includes
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- assets
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# Exclude files
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exclude:
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- Gemfile
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- Gemfile.lock
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- vendor/
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- .bundle/
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- .sass-cache/
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- .jekyll-cache/
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- node_modules/
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- .git
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- .github
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- "*.pyc"
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- "__pycache__/"
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- streamlit_app
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- streamlit_app/**
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# Custom variables
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github_url: "https://github.com/moshesham/Data-Science-Analytical-Handbook"
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issues_url: "https://github.com/moshesham/Data-Science-Analytical-Handbook/issues"
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# SEO and social
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social:
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name: "Data Science Analytical Handbook"
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links:
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- https://github.com/moshesham/Data-Science-Analytical-Handbook
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# Defaults
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defaults:
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- scope:
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path: ""
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type: "pages"
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values:
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layout: "default"

‎_includes/sidebar.html‎

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<aside class="sidebar">
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<h2>Contents</h2>
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<h2><i class="fas fa-book"></i> Contents</h2>
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<ul class="nav-list">
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<li><a href="{{ '/introduction/' | relative_url }}" class="{% if page.url == '/introduction/' %}active{% endif %}">I. Introduction</a>
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<li>
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<a href="{{ '/introduction/' | relative_url }}" class="{% if page.url == '/introduction/' %}active{% endif %}">
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<i class="fas fa-play-circle"></i> I. Introduction
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</a>
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<ul>
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<li><a href="{{ '/introduction/#welcome' | relative_url }}">1. Welcome and Purpose of this Handbook</a></li>
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<li><a href="{{ '/introduction/#meta-data-science-role' | relative_url }}">2. What to Expect: The Meta Data Science Role</a></li>
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<li><a href="{{ '/introduction/#interview-process' | relative_url }}">3. Navigating the Meta Interview Process</a></li>
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<li><a href="{{ '/introduction/#handbook-usage' | relative_url }}">4. How to Use This Handbook</a></li>
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<li><a href="{{ '/introduction/#welcome' | relative_url }}">Welcome & Purpose</a></li>
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<li><a href="{{ '/introduction/#meta-data-science-role' | relative_url }}">The Data Science Role</a></li>
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<li><a href="{{ '/introduction/#interview-process' | relative_url }}">Interview Process</a></li>
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<li><a href="{{ '/introduction/#handbook-usage' | relative_url }}">How to Use This Handbook</a></li>
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</ul>
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</li>
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<li><a href="{{ '/foundational-knowledge/' | relative_url }}" class="{% if page.url contains '/foundational_knowledge/' %}active{% endif %}">II. Foundational Knowledge &amp; Skills</a>
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<ul>
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<li><a href="{{ '/foundational_knowledge/1/' | relative_url }}">1. Statistics & Probability</a></li>
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<li><a href="{{ '/foundational_knowledge/2-SQL/' | relative_url }}">2. SQL & Data Manipulation</a></li>
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<li><a href="{{ '/foundational_knowledge/3/' | relative_url }}">3. Programming (Python/R)</a></li>
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</ul>
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</li>
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<li><a href="{{ '/interview-preparation/' | relative_url }}" class="{% if page.url contains '/interview-preparation/' %}active{% endif %}">III. Interview Preparation</a>
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<ul>
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<li><a href="{{ '/interview-preparation/technical-skills/' | relative_url }}">Technical Skills</a></li>
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<li><a href="{{ '/interview-preparation/analytical-execution/' | relative_url }}">Analytical Execution</a></li>
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<li><a href="{{ '/interview-preparation/analytical-reasoning/' | relative_url }}">Analytical Reasoning</a></li>
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<li><a href="{{ '/interview-preparation/behavioral-interview/' | relative_url }}">Behavioral Interview</a></li>
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</ul>
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</li>
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<li><a href="{{ '/meta-specificity/' | relative_url }}" class="{% if page.url contains '/meta-specificity/' %}active{% endif %}">IV. Meta Specificity</a></li>
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<li><a href="{{ '/resources-practice/' | relative_url }}" class="{% if page.url contains '/resources-practice/' %}active{% endif %}">V. Resources and Practice</a></li>
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<li><a href="{{ '/conclusion/' | relative_url }}" class="{% if page.url contains '/conclusion/' %}active{% endif %}">VI. Conclusion</a></li>
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<li><a href="{{ '/appendix/' | relative_url }}" class="{% if page.url contains '/appendix/' %}active{% endif %}">Appendix</a></li>
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<li>
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<a href="{{ '/foundational_knowledge/1/' | relative_url }}" class="{% if page.url contains '/foundational_knowledge/' %}active{% endif %}">
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<i class="fas fa-graduation-cap"></i> II. Foundational Knowledge
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</a>
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</li>
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<li>
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<a href="{{ '/interview-preparation/technical-skills/' | relative_url }}" class="{% if page.url contains '/interview-preparation/' %}active{% endif %}">
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<i class="fas fa-chalkboard-teacher"></i> III. Interview Preparation
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</a>
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</li>
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<li>
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<a href="{{ '/meta-specificity/' | relative_url }}" class="{% if page.url contains '/meta-specificity/' %}active{% endif %}">
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<i class="fas fa-building"></i> IV. Meta Specificity
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</a>
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</li>
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<li>
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<a href="{{ '/resources-practice/' | relative_url }}" class="{% if page.url contains '/resources-practice/' %}active{% endif %}">
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<i class="fas fa-book-open"></i> V. Resources & Practice
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</a>
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</li>
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<li>
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<a href="{{ '/conclusion/' | relative_url }}" class="{% if page.url contains '/conclusion/' %}active{% endif %}">
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<i class="fas fa-flag-checkered"></i> VI. Conclusion
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</a>
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</li>
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<li>
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<a href="{{ '/appendix/' | relative_url }}" class="{% if page.url contains '/appendix/' %}active{% endif %}">
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<i class="fas fa-paperclip"></i> Appendix
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</a>
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</li>
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</ul>
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</aside>

‎_layouts/default.html‎

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<!DOCTYPE html>
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<html lang="en">
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<head>
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<meta charset="utf-8">
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<meta name="viewport" content="width=device-width, initial-scale=1">
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<title>{{ page.title | default: site.title }}</title>
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<meta name="description" content="{{ page.description | default: site.description }}">
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<head>
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<meta charset="UTF-8">
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<meta name="viewport" content="width=device-width, initial-scale=1.0">
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<title>{% if page.title %}{{ page.title }} | {% endif %}{{ site.title }}</title>
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<meta name="description" content="{% if page.description %}{{ page.description }}{% else %}{{ site.description }}{% endif %}">
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<!-- SEO Meta Tags -->
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<meta name="keywords" content="Data Science, Analytics, Interview Preparation, SQL, Python, Statistics, Meta">
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<meta name="author" content="Data Science Analytical Handbook">
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<!-- Open Graph / Facebook -->
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<meta property="og:type" content="website">
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<meta property="og:url" content="{{ page.url | absolute_url }}">
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<meta property="og:title" content="{% if page.title %}{{ page.title }} | {% endif %}{{ site.title }}">
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<meta property="og:description" content="{% if page.description %}{{ page.description }}{% else %}{{ site.description }}{% endif %}">
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<!-- Twitter -->
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<meta property="twitter:card" content="summary_large_image">
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<meta property="twitter:url" content="{{ page.url | absolute_url }}">
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<meta property="twitter:title" content="{% if page.title %}{{ page.title }} | {% endif %}{{ site.title }}">
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<meta property="twitter:description" content="{% if page.description %}{{ page.description }}{% else %}{{ site.description }}{% endif %}">
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<!-- Font Preconnects -->
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<link rel="preconnect" href="https://fonts.googleapis.com">
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<link rel="preconnect" href="https://fonts.gstatic.com" crossorigin>
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<!-- Styles -->
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<link rel="stylesheet" href="{{ '/assets/css/main.css' | relative_url }}">
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<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/prism/1.29.0/themes/prism.min.css">
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<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.4.0/css/all.min.css">
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<script async src="https://polyfill.io/v3/polyfill.min.js?features=es6"></script>
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<script id="MathJax-script" async src="https://cdn.jsdelivr.net/npm/mathjax@3/es5/tex-mml-chtml.js"></script>
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<!-- Font Awesome -->
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<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.3.0/css/all.min.css">
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<!-- RSS Feed -->
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{% feed_meta %}
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</head>
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<body>
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<div class="page-wrapper">
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<!-- Skip to main content link -->
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<a href="#main-content" class="skip-link">Skip to main content</a>
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<!-- Header -->
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<header class="site-header">
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<nav class="main-nav">
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<div class="nav-brand">
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<a href="{{ '/' | relative_url }}">
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<i class="fas fa-chart-line"></i>
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<span>{{ site.title | default: "Data Science Handbook" }}</span>
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</a>
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</div>
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<button class="nav-toggle" aria-label="Open navigation menu" aria-expanded="false">
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<i class="fas fa-bars"></i>
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</button>
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<ul class="nav-links">
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<li><a href="{{ '/' | relative_url }}" {% if page.url == '/' %}class="active"{% endif %}>Home</a></li>
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<li><a href="{{ '/introduction/' | relative_url }}" {% if page.url contains 'introduction' %}class="active"{% endif %}>Introduction</a></li>
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<li><a href="{{ '/foundational_knowledge/1/' | relative_url }}" {% if page.url contains 'foundational' %}class="active"{% endif %}>Foundation</a></li>
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<li><a href="{{ '/interview-preparation/technical-skills/' | relative_url }}" {% if page.url contains 'interview' %}class="active"{% endif %}>Interview Prep</a></li>
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<li><a href="{{ '/resources-practice/' | relative_url }}" {% if page.url contains 'resources' %}class="active"{% endif %}>Resources</a></li>
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</ul>
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<div class="nav-actions">
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<button class="theme-toggle" aria-label="Toggle dark mode" title="Toggle theme">
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<i class="fas fa-moon"></i>
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</button>
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<a href="{{ site.github_url }}" class="btn btn-secondary" target="_blank">
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<i class="fab fa-github"></i> GitHub
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</div>
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</nav>
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</header>
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{% unless page.url == '/' %}
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{% include sidebar.html %}
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{% endunless %}
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<div class="container">
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{{ content }}
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<p>© {{ site.time | date: "%Y" }} {{ site.author | default: "" }}</p>
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<!-- Main Content -->
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<main class="main-content" id="main-content">
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<article class="content">
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{{ content }}
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</article>
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</main>
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<!-- Footer -->
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<footer class="site-footer">
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<h4>Quick Links</h4>
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<li><a href="{{ '/introduction/' | relative_url }}">Introduction</a></li>
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<li><a href="{{ '/foundational_knowledge/1/' | relative_url }}">Foundational Knowledge</a></li>
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<li><a href="{{ '/interview-preparation/technical-skills/' | relative_url }}">Interview Preparation</a></li>
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<li><a href="{{ '/resources-practice/' | relative_url }}">Resources & Practice</a></li>
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</ul>
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</div>
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<div class="footer-section">
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<h4>Topics</h4>
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<li><a href="{{ '/foundational_knowledge/1/' | relative_url }}">Statistics & Probability</a></li>
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<li><a href="{{ '/foundational_knowledge/2-SQL/' | relative_url }}">SQL & Data</a></li>
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<li><a href="{{ '/foundational_knowledge/3/' | relative_url }}">Python for Analysis</a></li>
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<li><a href="{{ '/interview-preparation/analytical-reasoning/' | relative_url }}">Analytical Reasoning</a></li>
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</ul>
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</div>
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<div class="footer-section">
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<h4>Community</h4>
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<ul>
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<li><a href="{{ site.github_url }}" target="_blank">GitHub Repository</a></li>
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<li><a href="{{ site.issues_url }}" target="_blank">Report Issues</a></li>
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<li><a href="{{ site.github_url }}/pulls" target="_blank">Contribute</a></li>
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<li><a href="{{ '/CODE_OF_CONDUCT/' | relative_url }}">Code of Conduct</a></li>
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</ul>
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</div>
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</div>
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<div class="footer-bottom">
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<p>&copy; {{ site.time | date: '%Y' }} {{ site.title }}. Built with ❤️ for aspiring data scientists.</p>
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<p>Licensed under <a href="{{ '/LICENSE/' | relative_url }}">MIT License</a></p>
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</div>
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<script defer src="https://cdnjs.cloudflare.com/ajax/libs/prism/1.29.0/plugins/autoloader/prism-autoloader.min.js"></script>
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<script>
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// Mobile navigation toggle
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document.addEventListener('DOMContentLoaded', function() {
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const navToggle = document.querySelector('.nav-toggle');
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const navLinks = document.querySelector('.nav-links');
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if (navToggle && navLinks) {
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navToggle.addEventListener('click', function() {
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navLinks.classList.toggle('active');
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const expanded = navToggle.getAttribute('aria-expanded') === 'true';
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navToggle.setAttribute('aria-expanded', !expanded);
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});
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}
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// Theme toggle
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const themeToggle = document.querySelector('.theme-toggle');
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if (themeToggle) {
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themeToggle.addEventListener('click', function() {
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const currentTheme = document.documentElement.getAttribute('data-theme');
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const newTheme = currentTheme === 'dark' ? 'light' : 'dark';
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document.documentElement.setAttribute('data-theme', newTheme);
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localStorage.setItem('theme', newTheme);
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const icon = themeToggle.querySelector('i');
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icon.className = newTheme === 'dark' ? 'fas fa-sun' : 'fas fa-moon';
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});
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// Check for saved theme preference
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const savedTheme = localStorage.getItem('theme');
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if (savedTheme) {
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document.documentElement.setAttribute('data-theme', savedTheme);
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const icon = themeToggle.querySelector('i');
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icon.className = savedTheme === 'dark' ? 'fas fa-sun' : 'fas fa-moon';
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}
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}
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// Sticky header scroll effect
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const header = document.querySelector('.site-header');
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if (header) {
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window.addEventListener('scroll', function() {
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if (window.scrollY > 50) {
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header.classList.add('scrolled');
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} else {
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header.classList.remove('scrolled');
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}
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});
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</script>
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</body>
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