RRepoGEO

REPOGEO REPORT · LITE

the-deep-learners/TensorFlow-LiveLessons

Default branch master · commit ddfc9847 · scanned 5/29/2026, 8:13:08 PM

GitHub: 908 stars · 681 forks

AI VISIBILITY SCORE
15 /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
0 / 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 the-deep-learners/TensorFlow-LiveLessons, 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
  • hightopics#1
    Add specific topics to improve categorization

    Why:

    COPY-PASTE FIX
    deep-learning, tensorflow, machine-learning, education, video-course, python, nlp, reinforcement-learning, gans, live-lessons
  • highreadme#2
    Clarify the README's opening sentence for AI understanding

    Why:

    CURRENT
    # TensorFlow-LiveLessons

**Note that the second edition of this video series is now available here. The second edition contains all of the content from this (first) edition plus quite a bit more, as well as updated library versions.**

This repository is home to the code that accompanies Jon Krohn's:
    COPY-PASTE FIX
    # TensorFlow-LiveLessons

This repository provides the accompanying code for Jon Krohn's "Deep Learning with TensorFlow LiveLessons" and related video courses, serving as a practical educational resource for deep learning with Python and TensorFlow.

**Note that the second edition of this video series is now available here. The second edition contains all of the content from this (first) edition plus quite a bit more, as well as updated library versions.**

This repository is home to the code that accompanies Jon Krohn's:
  • mediumhomepage#3
    Add a homepage URL to the repository metadata

    Why:

    COPY-PASTE FIX
    https://[YOUR_LIVELASSONS_HOMEPAGE_URL_HERE]

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 the-deep-learners/TensorFlow-LiveLessons
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
keras-team/keras
Recommended in 4 of 2 queries
COMPETITOR LEADERBOARD
  1. keras-team/keras · recommended 4×
  2. tensorflow/tensorflow · recommended 4×
  3. pytorch/pytorch · recommended 2×
  4. fastai/fastai · recommended 1×
  5. numpy/numpy · recommended 1×
  • CATEGORY QUERY
    How can I learn deep learning concepts with practical Python code examples?
    you: not recommended
    AI recommended (in order):
    1. Keras (keras-team/keras)
    2. fastai (fastai/fastai)
    3. PyTorch (pytorch/pytorch)
    4. PyTorch (pytorch/pytorch)
    5. TensorFlow (tensorflow/tensorflow)
    6. Keras (keras-team/keras)
    7. TensorFlow (tensorflow/tensorflow)
    8. NumPy (numpy/numpy)
    9. Scikit-Learn (scikit-learn/scikit-learn)
    10. Keras (keras-team/keras)
    11. TensorFlow (tensorflow/tensorflow)
    12. Kaggle
    13. TensorFlow (tensorflow/tensorflow)
    14. Keras (keras-team/keras)

    AI recommended 14 alternatives but never named the-deep-learners/TensorFlow-LiveLessons. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Where can I find comprehensive video tutorials for building neural networks?
    you: not recommended
    AI recommended (in order):
    1. Coursera
    2. Udemy
    3. freeCodeCamp.org
    4. fast.ai
    5. edX
    6. YouTube
    7. StatQuest with Josh Starmer
    8. 3Blue1Brown
    9. Sentdex

    AI recommended 9 alternatives but never named the-deep-learners/TensorFlow-LiveLessons. 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 the-deep-learners/TensorFlow-LiveLessons?
    pass
    AI did not name the-deep-learners/TensorFlow-LiveLessons — 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?

  • If a team adopts the-deep-learners/TensorFlow-LiveLessons in production, what risks or prerequisites should they evaluate first?
    pass
    AI did not name the-deep-learners/TensorFlow-LiveLessons — 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?

  • In one sentence, what problem does the repo the-deep-learners/TensorFlow-LiveLessons solve, and who is the primary audience?
    pass
    AI did not name the-deep-learners/TensorFlow-LiveLessons — 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?

Embed your GEO score

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the-deep-learners/TensorFlow-LiveLessons — Lite scans stay free; this card itemizes Pro deep limits vs Lite.

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  • Brand-free category queries5 vs 2 in Lite
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