RRepoGEO

REPOGEO REPORT · LITE

bishwaghimire/ai-learning-roadmaps

Default branch main · commit f39f7564 · scanned 6/12/2026, 8:13:31 AM

GitHub: 593 stars · 77 forks

AI VISIBILITY SCORE
28 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
1 pass · 1 warn · 0 fail
Objective metadata checks
AI knows your name
2 / 3
Direct prompts that named your repo
HOW TO READ THIS REPORT

Action plan is what to do next — copy-pasteable changes prioritized by impact. Category visibility is the real GEO test: when a user asks an AI a brand-free question that should surface bishwaghimire/ai-learning-roadmaps, does the AI actually recommend you — or your competitors? Objective checks verify the metadata signals AI engines weight first. Self-mention check detects whether AI even knows you exist by name.

Action plan — copy-paste fixes

3 prioritized changes generated by gemini-2.5-flash. Mark items done after you ship the fix.

OVERALL DIRECTION
  • highreadme#1
    Reposition README opening to clarify it's a static guide, not a course or tool

    Why:

    CURRENT
    A carefully curated, all-in-one repository designed to help Computer Science students, AI enthusiasts, and professionals who want to build strong foundations and progress confidently from beginner to advanced levels. This hub brings together the high-quality books, courses, playlists, research papers, tools, and learning roadmaps covering: Artificial Intelligence, Machine Learning, Deep Learning, Data Science, Transformers, Large Language Models (LLMs), Retrieval-Augmented Generation (RAG), and MLOps, all organized in a clear, practical, and industry-relevant manner.
    COPY-PASTE FIX
    This is a carefully curated, all-in-one **GitHub repository** designed to help Computer Science students, AI enthusiasts, and professionals build strong foundations and progress confidently from beginner to advanced levels. Unlike interactive online courses or software libraries, this hub provides a **static, text-based guide** bringing together high-quality books, courses, playlists, research papers, tools, and learning roadmaps covering: Artificial Intelligence, Machine Learning, Deep Learning, Data Science, Transformers, Large Language Models (LLMs), Retrieval-Augmented Generation (RAG), and MLOps, all organized in a clear, practical, and industry-relevant manner.
  • mediumabout#2
    Update About description to emphasize 'GitHub repository' and 'roadmaps'

    Why:

    CURRENT
    A complete, structured hub for learning Artificial Intelligence — covering AI, Machine Learning, Deep Learning, and Data Science with books, roadmaps, and curated resources from beginner to advanced.
    COPY-PASTE FIX
    A comprehensive GitHub repository offering structured learning roadmaps and curated resources for Artificial Intelligence, Machine Learning, Deep Learning, and Data Science, from beginner to advanced.
  • lowhomepage#3
    Add a homepage URL to the repository metadata

    Why:

    COPY-PASTE FIX
    Add a relevant URL (e.g., a project website, blog post, or the repository's own URL if no other exists) to the 'Homepage' field in the repository settings.

Category GEO backends resolved for this scan: google/gemini-2.5-flash, deepseek/deepseek-v4-flash

Category visibility — the real GEO test

Brand-free queries asked to google/gemini-2.5-flash. Did AI recommend you, or someone else?

Same questions for every model — switch tabs to compare answers and rankings.

Recall
0 / 2
0% of queries surface bishwaghimire/ai-learning-roadmaps
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Deep Learning Specialization by Andrew Ng
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Deep Learning Specialization by Andrew Ng · recommended 1×
  2. Machine Learning Specialization by Andrew Ng · recommended 1×
  3. IBM AI Engineering Professional Certificate · recommended 1×
  4. Google AI Professional Certificate · recommended 1×
  5. fast.ai's Practical Deep Learning for Coders · recommended 1×
  • CATEGORY QUERY
    Where can I find a complete, structured roadmap to learn artificial intelligence from scratch?
    you: not recommended
    AI recommended (in order):
    1. Deep Learning Specialization by Andrew Ng
    2. Machine Learning Specialization by Andrew Ng
    3. IBM AI Engineering Professional Certificate
    4. Google AI Professional Certificate
    5. fast.ai's Practical Deep Learning for Coders
    6. MicroMasters Program in Artificial Intelligence by Columbia University
    7. MicroMasters Program in Statistics and Data Science by MIT
    8. Udacity AI Engineer Nanodegree
    9. Kaggle Learn
    10. NumPy
    11. Pandas
    12. Kaggle

    AI recommended 12 alternatives but never named bishwaghimire/ai-learning-roadmaps. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What are the best curated resources for mastering machine learning and deep learning concepts?
    you: not recommended
    AI recommended (in order):
    1. Python
    2. scikit-learn
    3. PyTorch
    4. TensorFlow
    5. Keras

    AI recommended 5 alternatives but never named bishwaghimire/ai-learning-roadmaps. This is the gap to close.

    Show full AI answer

Objective checks

Rule-based audits of metadata signals AI engines weight most.

  • Metadata completeness
    warn

    Suggestion:

  • README presence
    pass

Self-mention check

Does AI even know your repo exists when asked about it directly?

  • Compared to common alternatives in this category, what is the core differentiator of bishwaghimire/ai-learning-roadmaps?
    pass
    AI named bishwaghimire/ai-learning-roadmaps explicitly

    AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

  • If a team adopts bishwaghimire/ai-learning-roadmaps in production, what risks or prerequisites should they evaluate first?
    pass
    AI named bishwaghimire/ai-learning-roadmaps explicitly

    AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

  • In one sentence, what problem does the repo bishwaghimire/ai-learning-roadmaps solve, and who is the primary audience?
    pass
    AI did not name bishwaghimire/ai-learning-roadmaps — likely talking about a different project

    AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

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bishwaghimire/ai-learning-roadmaps — Lite scans stay free; this card itemizes Pro deep limits vs Lite.

  • Deep reports10 / month
  • Brand-free category queries5 vs 2 in Lite
  • Prioritized action items8 vs 3 in Lite