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3 changes: 3 additions & 0 deletions .jules/bolt.md
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## 2026-05-29 - [README Link & Asset Optimization]
**Learning:** Updating redirected external URLs in the README (e.g., .in to .com) significantly reduces latency. For one specific link (projectworlds.in), the redirect overhead was measured at ~0.78s. Additionally, using relative paths for internal assets in README.md is more efficient than absolute raw.githubusercontent.com URLs.
**Action:** Always prefer relative paths for local assets in documentation and proactively check for 301/302 redirects in external links to minimize RTT.
10 changes: 5 additions & 5 deletions README.md
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***500 AI Machine learning Deep learning Computer vision NLP Projects with code* !!!**

![](https://raw.githubusercontent.com/ashishpatel26/500-AI-Machine-learning-Deep-learning-Computer-vision-NLP-Projects-with-code/main/images/Colorful%20Futuristic%20Technology%20Poster.gif)
![](images/Colorful%20Futuristic%20Technology%20Poster.gif)

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⚠️ Potential issue | 🟑 Minor | ⚑ Quick win

Add alt text to the header image.

Current image markdown has empty alt text, which hurts accessibility and triggers MD045.

Suggested fix
-![](images/Colorful%20Futuristic%20Technology%20Poster.gif)
+![Colorful futuristic technology poster](images/Colorful%20Futuristic%20Technology%20Poster.gif)
πŸ“ Committable suggestion

‼️ IMPORTANT
Carefully review the code before committing. Ensure that it accurately replaces the highlighted code, contains no missing lines, and has no issues with indentation. Thoroughly test & benchmark the code to ensure it meets the requirements.

Suggested change
![](images/Colorful%20Futuristic%20Technology%20Poster.gif)
![Colorful futuristic technology poster](images/Colorful%20Futuristic%20Technology%20Poster.gif)
🧰 Tools
πŸͺ› markdownlint-cli2 (0.22.1)

[warning] 5-5: Images should have alternate text (alt text)

(MD045, no-alt-text)

πŸ€– Prompt for AI Agents
Verify each finding against current code. Fix only still-valid issues, skip the
rest with a brief reason, keep changes minimal, and validate.

In `@README.md` at line 5, The header image markdown
"![](images/Colorful%20Futuristic%20Technology%20Poster.gif)" lacks alt text;
update that markdown to include a concise, descriptive alt attribute (for
example "Colorful futuristic technology poster" or similar) so the line becomes
something like "![Colorful futuristic technology
poster](images/Colorful%20Futuristic%20Technology%20Poster.gif)" to satisfy
accessibility/MD045.


Follow me on LinkedIn : [![](https://img.shields.io/badge/LinkedIn-0077B5?style=for-the-badge&logo=linkedin&logoColor=white)](https://www.linkedin.com/in/ashishpatel2604/)

Expand Down Expand Up @@ -70,7 +70,7 @@ Follow me on LinkedIn : [![](https://img.shields.io/badge/LinkedIn-0077B5?style=
| 58 | 200 + Awesome NLP learning Collection | [πŸ‘†](https://github.com/keon/awesome-nlp) |
| 59 | 200 + The Super Duper NLP Repo | [πŸ‘†](https://notebooks.quantumstat.com/) |
| 60 | 100 + NLP dataset for your Projects | [πŸ‘†](https://index.quantumstat.com/#dataset) |
| 61 | 364 + Machine Learning Projects definition | [πŸ‘†](https://projectworlds.in/free-projects/machine-learning-projects-with-source-code/) |
| 61 | 364 + Machine Learning Projects definition | [πŸ‘†](https://projectworlds.com/free-projects/machine-learning-projects-with-source-code/)|
| 62 | 300+ Google Earth Engine Jupyter Notebooks to Analyze Geospatial Data | [πŸ‘†](https://github.com/giswqs/earthengine-py-notebooks) |
| 63 | 1000 + Machine learning Projects Information | [πŸ‘†](https://1000projects.org/projects/machine-learning-projects) |
| 64. | 11 Computer Vision Projects with code | [πŸ‘†](https://github.com/akshaybhatia10/ComputerVision-Projects) |
Expand All @@ -82,7 +82,7 @@ Follow me on LinkedIn : [![](https://img.shields.io/badge/LinkedIn-0077B5?style=
| 70. | 80 + Computer vision Learning code | [πŸ‘†](https://github.com/spmallick/learnopencv) |
| 71. | Deep learning Treasure | [πŸ‘†](https://github.com/kmario23/deep-learning-drizzle) |
| 72 | Data Analysis and Machine learning Projects | [πŸ‘†](https://github.com/rhiever/Data-Analysis-and-Machine-Learning-Projects) |
| 73 | AI Projects | [πŸ‘†](https://github.com/StevenLei2017/AI_projects) |
| 73 | AI Projects | [πŸ‘†](https://github.com/leikunx/AI_projects) |
| 74 | Kaggle projects collection | [πŸ‘†](https://github.com/alexattia/Data-Science-Projects) |
| 75 | Unique AI projects | [πŸ‘†](https://github.com/robsalgado/personal_data_science_projects) |
| 76 | Data Science Project Collection | [πŸ‘†](https://github.com/tuangauss/DataScienceProjects) |
Expand All @@ -101,9 +101,9 @@ Follow me on LinkedIn : [![](https://img.shields.io/badge/LinkedIn-0077B5?style=
| 89 | SOTA Models(State of the Art Results) | [πŸ‘†](https://github.com/RedditSota/state-of-the-art-result-for-machine-learning-problems) |
| 90 | Best AI Papers | [πŸ‘†](https://github.com/louisfb01/Best_AI_paper_2020) |
| 91 | Generative Adversarial nets | [πŸ‘†](https://github.com/zhangqianhui/AdversarialNetsPapers) |
| 92 | Computer Vision Paper with Code | [πŸ‘†](https://github.com/DWCTOD/CVPR2022-Papers-with-Code-Demo) |
| 92 | Computer Vision Paper with Code | [πŸ‘†](https://github.com/DWCTOD/CVPR2024-Papers-with-Code-Demo) |
| 93 | NILMS Paper with code | [πŸ‘†](https://github.com/klemenjak/nilm-papers-with-code) |
| 94 | 3D Computer Vision Research Projects | [πŸ‘†](https://github.com/Tom-Hardy-3D-Vision-Workshop/awesome-3D-vision) |
| 94 | 3D Computer Vision Research Projects | [πŸ‘†](https://github.com/Hardy-Uint/awesome-3D-vision) |
| 95 | NLP and Computer Vision Project Collection | [πŸ‘†](https://github.com/NELSONZHAO/zhihu) |
| 96 | Udacity Collection of Computer Vision Projects | [πŸ‘†](https://github.com/Bjarten/computer-vision-ND) |
| 97 | Zero to Hero Tensorflow Tutorial | [πŸ‘†](https://github.com/mrdbourke/tensorflow-deep-learning) |
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