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https://github.com/kyrios-jawad/awesome-ai
Learn Awesome list for all things AI, ML and deep learning can do
https://github.com/kyrios-jawad/awesome-ai
List: awesome-ai
ai aritificial-intelligence course deep-neural-networks learning machine-learning tutorials
Last synced: 4 months ago
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Learn Awesome list for all things AI, ML and deep learning can do
- Host: GitHub
- URL: https://github.com/kyrios-jawad/awesome-ai
- Owner: kyrios-jawad
- License: mit
- Created: 2022-11-03T06:17:58.000Z (over 1 year ago)
- Default Branch: main
- Last Pushed: 2023-05-30T09:38:53.000Z (about 1 year ago)
- Last Synced: 2024-03-22T02:00:51.722Z (4 months ago)
- Topics: ai, aritificial-intelligence, course, deep-neural-networks, learning, machine-learning, tutorials
- Homepage:
- Size: 127 KB
- Stars: 6
- Watchers: 1
- Forks: 1
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE
Lists
- ultimate-awesome - awesome-ai - Learn Awesome list for all things AI, ML and deep learning can do. (Other Lists / Julia Lists)
- awesome-ai - awesome-ai
README
[](https://github.com/maksof-jawad/awesome-ai/issues)
[](https://github.com/maksof-jawad/awesome-ai/network)
[](https://github.com/maksof-jawad/awesome-ai/stargazers)
[](https://github.com/maksof-jawad/awesome-ai/blob/main/LICENSE)
awesome-ai
Learn Awesome list of all things AI, ML and deep learning can do
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Table of Contents
## About The Project
This guide is intended for anyone having zero or a small background in programming, maths, and machine learning. There is no specific order to follow, but a classic path would be from top to bottom. If you don't like reading books, skip it, if you don't want to follow an online course, you can skip it as well. There is not a single way to become a AI / machine learning expert and with motivation, you can absolutely achieve it.
All resources listed here are free, use them if you feel like following a course. Thank you, and have fun learning! Remember.
Don't be afraid to repeat videos or learn from multiple sources. Repetition is the key of success to learning!
## Getting Started
This is an example of how you may get started and get more close to became AI Expert
## Roadmap
Soon Will add Roadmap to became a AI Expert
See the [open issues](https://github.com/maksof-jawad/awesome-ai/issues) for a full list of proposed features and known issues.
## Awesome AI Projects
| S.No | Repository Name | Link |
| ----- | ------------------------------------------------------------ | ------------------------------------------------------------ |
| 1 | 365 Days Computer Vision Learning | [](https://github.com/ashishpatel26/365-Days-Computer-Vision-Learning-Linkedin-Post) |
| 2 | 125+ NLP Language Models Treasure of Transformers | [](https://github.com/ashishpatel26/Treasure-of-Transformers) |
| 3 | Andrew NG ML notes | [](https://github.com/ashishpatel26/Andrew-NG-Notes) |
| 4 | 10 Machine Learning Projects on Time Series Forecasting | [](https://medium.com/coders-camp/10-machine-learning-projects-on-time-seri%20es-forecasting-ee0368420ccd) |
| 5 | 20 Deep Learning Projects Solved and Explained with Python | [](https://thecleverprogrammer.com/2020/11/22/deep-learning-projects-with-python/) |
| 6 | 20 Machine learning Project | [](https://amankharwal.medium.com/20-machine-learning-projects-for-portfolio-81e3dbd167b1) |
| 7 | 30 Python Project Solved and Explained | [](https://amankharwal.medium.com/30-python-projects-solved-and-explained-563fd7473003) |
| 8 | Machine learning Course for Free | [](https://thecleverprogrammer.com/2020/09/24/machine-learning-course/) |
| 9 | 5 Web Scraping Projects with Python | [](https://amankharwal.medium.com/5-web-scraping-projects-with-python-4bcc25ff039) |
| 10 | 20 Machine Learning Projects on Future Prediction with Python | [](https://amankharwal.medium.com/20-machine-learning-projects-on-future-prediction-with-python-93932d9a7f7f) |
| 11 | 4 Chatbot Project With Python | [](https://amankharwal.medium.com/4-chatbot-projects-with-python-5b32fd84af37) |
| 12 | 7 Python Gui project | [](https://amankharwal.medium.com/7-python-gui-projects-for-beginners-87ae2c695d78) |
| 13 | All Unsupervised learning Projects | [](https://amankharwal.medium.com/all-unsupervised-machine-learning-algorithms-explained-aecf1ba95d8b) |
| 14 | 10 Machine learning Projects for Regression Analysis | [](https://amankharwal.medium.com/10-machine-learning-projects-on-regression-with-python-e5494615a0d0) |
| 15 | 10 Machine learning Project for Classification with Python | [](https://medium.datadriveninvestor.com/10-machine-learning-projects-on-classification-with-python-9261add2e8a7) |
| 16 | 6 Sentimental Analysis Projects with python | [](https://amankharwal.medium.com/6-sentiment-analysis-projects-with-python-1fdd3d43d90f) |
| 17 | 4 Recommendations Projects with Python | [](https://medium.com/coders-camp/4-recommendation-system-projects-with-python-5934de32ba7d) |
| 18 | 20 Deep learning Project with python | [](https://medium.com/coders-camp/20-deep-learning-projects-with-python-3c56f7e6a721) |
| 19 | 5 COVID19 Projects with Python | [](https://amankharwal.medium.com/5-covid-19-projects-with-python-and-machine-learning-63d51cde96e2) |
| 20 | 9 Computer Vision Project with python | [](https://becominghuman.ai/computer-vision-projects-with-python-ecfac58ded18) |
| 21 | 8 Neural Network Project with python | [](https://medium.datadriveninvestor.com/8-neural-networks-projects-solved-and-explained-a4f142bc10c) |
| 22 | 5 Machine learning Project for healthcare | [](https://medium.datadriveninvestor.com/5-machine-learning-projects-for-healthcare-bbd0eac57b4a) |
| 23 | 5 NLP Project with Python | [](https://medium.datadriveninvestor.com/5-nlp-projects-for-machine-learning-72d3234381d4) |
| 24 | 47 Machine Learning Projects for 2021 | [](https://data-flair.training/blogs/machine-learning-project-ideas/) |
| 25 | 19 Artificial Intelligence Projects for 2021 | [](https://data-flair.training/blogs/artificial-intelligence-project-ideas/) |
| 26 | 28 Machine learning Projects for 2021 | [](https://data-flair.training/blogs/machine-learning-project-ideas/) |
| 27 | 16 Data Science Projects with Source Code for 2021 | [](https://data-flair.training/blogs/data-science-project-ideas/) |
| 28 | 23 Deep learning Projects with Source Code for 2021 | [](https://data-flair.training/blogs/deep-learning-project-ideas/) |
| 29 | 25 Computer Vision Projects with Source Code for 2021 | [](https://data-flair.training/blogs/computer-vision-project-ideas/) |
| 30 | 23 Iot Projects with Source Code for 2021 | [](https://data-flair.training/blogs/iot-project-ideas/) |
| 31 | 27 Django Projects with Source Code for 2021 | [](https://data-flair.training/blogs/django-project-ideas/) |
| 32 | 37 Python Fun Projects with Code for 2021 | [](https://data-flair.training/blogs/python-project-ideas/) |
| 33 | 500 + Top Deep learning Codes | [](https://github.com/aymericdamien/TopDeepLearning) |
| 34 | 500 + Machine learning Codes | [](https://github.com/josephmisiti/awesome-machine-learning) |
| 35 | 20+ Machine Learning Datasets & Project Ideas | [](https://www.kdnuggets.com/2020/03/20-machine-learning-datasets-project-ideas.html) |
| 36 | 1000+ Computer vision codes | [](https://github.com/jbhuang0604/awesome-computer-vision) |
| 37 | 300 + Industry wise Real world projects with code | [](https://github.com/ashishpatel26/Real-time-ML-Project) |
| 38 | 1000 + Python Project Codes | [](https://github.com/vinta/awesome-python) |
| 39 | 363 + NLP Project with Code | [](https://github.com/fighting41love/funNLP) |
| 40 | 50 + Code ML Models (For iOS 11) Projects | [](https://github.com/likedan/Awesome-CoreML-Models) |
| 41 | 360+ Pretrained Model Projects for Image, text, Audio and Video | [](https://github.com/PaddlePaddle/PaddleHub) |
| 42 | 50 + Graph Classification Project List | [](https://github.com/benedekrozemberczki/awesome-graph-classification) |
| 43 | 100 + Sentence Embedding(NLP Resources) | [](https://github.com/Separius/awesome-sentence-embedding) |
| 44 | 100 + Production Machine learning Projects | [](https://github.com/EthicalML/awesome-production-machine-learning) |
| 45 | 300 + Machine Learning Resources Collection | [](https://github.com/ujjwalkarn/Machine-Learning-Tutorials) |
| 46 | 70 + Awesome AI | [](https://github.com/NirantK/awesome-project-ideas) |
| 47 | 150 + Machine learning Project Ideas with code | [](https://github.com/src-d/awesome-machine-learning-on-source-code) |
| 48 | 100 + AutoML Projects with code | [](https://github.com/hibayesian/awesome-automl-papers) |
| 49 | 100 + Machine Learning Model Interpretability Code Frameworks | [](https://github.com/jphall663/awesome-machine-learning-interpretability) |
| 50 | 120 + Multi Model Machine learning Code Projects | [](https://github.com/pliang279/awesome-multimodal-ml) |
| 51 | Awesome Chatbot Projects | [](https://github.com/fendouai/Awesome-Chatbot) |
| 52 | Awesome ML Demo Project with iOS | [](https://github.com/tucan9389/awesome-ml-demos-with-ios) |
| 53 | 100 + Python based Machine learning Application Projects | [](https://github.com/prateekiiest/Code-Sleep-Python) |
| 54 | 100 + Reproducible Research Projects of ML and DL | [](https://github.com/leipzig/awesome-reproducible-research) |
| 55 | 25 + Python Projects | [](https://github.com/saadhaxxan/Awesome-Python-Projects) |
| 56 | 8 + OpenCV Projects | [](https://github.com/moadmmh/Awesome-OpenCV) |
| 57 | 1000 + Awesome Deep learning Collection | [](https://github.com/ChristosChristofidis/awesome-deep-learning) |
| 58 | 200 + Awesome NLP learning Collection | [](https://github.com/keon/awesome-nlp) |
| 59 | 200 + The Super Duper NLP Repo | [](https://notebooks.quantumstat.com/) |
| 60 | 100 + NLP dataset for your Projects | [](https://index.quantumstat.com/#dataset) |
| 61 | 364 + Machine Learning Projects definition | [](https://projectworlds.in/free-projects/machine-learning-projects-with-source-code/) |
| 62 | 300+ Google Earth Engine Jupyter Notebooks to Analyze Geospatial Data | [](https://github.com/giswqs/earthengine-py-notebooks) |
| 63 | 1000 + Machine learning Projects Information | [](https://1000projects.org/projects/machine-learning-projects) |
| 64. | 11 Computer Vision Projects with code | [](https://github.com/akshaybhatia10/ComputerVision-Projects) |
| 65. | 13 Computer Vision Projects with Code | [](https://github.com/anuragreddygv323/computer-vision-projects) |
| 66. | 13 Cool Computer Vision GitHub Projects To Inspire You | [](https://machinelearningknowledge.ai/cool-computer-vision-github-projects-to-inspire-you/) |
| 67. | Open-Source Computer Vision Projects (With Tutorials) | [](https://www.theclickreader.com/open-source-computer-vision-projects-with-tutorials/) |
| 68. | OpenCV Computer Vision Projects with Python | [](https://github.com/PacktPublishing/OpenCV-Computer-Vision-Projects-with-Python) |
| 69. | 100 + Computer vision Algorithm Implementation | [](https://github.com/gmalivenko/awesome-computer-vision-models) |
| 70. | 80 + Computer vision Learning code | [](https://github.com/spmallick/learnopencv) |
| 71. | Deep learning Treasure | [](https://github.com/kmario23/deep-learning-drizzle) |
| 72 | Data Analysis and Machine learning Projects | [](https://github.com/rhiever/Data-Analysis-and-Machine-Learning-Projects) |
| 73 | AI Projects | [](https://github.com/StevenLei2017/AI_projects) |
| 74 | Kaggle projects collection | [](https://github.com/alexattia/Data-Science-Projects) |
| 75 | Unique AI projects | [](https://github.com/robsalgado/personal_data_science_projects) |
| 76 | Data Science Project Collection | [](https://github.com/tuangauss/DataScienceProjects) |
| 77 | Advance Data Science Projects | [](https://github.com/TheCodex-Me/Projects) |
| 78 | Deep and Machine learning Projects | [](https://github.com/nitinkaushik01/Deep_and_Machine_Learning_Projects) |
| 79 | Data Science Projects kaggle | [](https://github.com/alexattia/Data-Science-Projects) |
| 80 | Auto Deep learning Project | [](https://github.com/D-X-Y/AutoDL-Projects) |
| 81 | 180 Machine learning Project | [](https://medium.com/coders-camp/180-data-science-and-machine-learning-projects-with-python-6191bc7b9db9) |
| 82 | Amazing Hackthon Project Collection | [](https://github.com/analyticsindiamagazine/MachineHack/tree/master/Hackathon_Solutions) |
| 83 | Awesome NLP Project Ideas | [](https://nirantk.com/awesome-project-ideas/) |
| 84 | 12 NLP Projects | [](https://github.com/gaoisbest/NLP-Projects) |
| 85 | Advance NLP Projects | [](https://github.com/PacktPublishing/Advanced-NLP-Projects-with-TensorFlow-2.0) |
| 86 | 6 Amazing NLP Projects | [](https://github.com/anujvyas/Natural-Language-Processing-Projects) |
| 87 | NLP Beginner Projects | [](https://github.com/positivepeng/nlp-beginner-projects) |
| 88 | Paper with Code by PwC Collection | [](https://github.com/zziz/pwc) |
| 89 | SOTA Models(State of the Art Results) | [](https://github.com/RedditSota/state-of-the-art-result-for-machine-learning-problems) |
| 90 | Best AI Papers | [](https://github.com/louisfb01/Best_AI_paper_2020) |
| 91 | Generative Adversarial nets | [](https://github.com/zhangqianhui/AdversarialNetsPapers) |
| 92 | Computer Vision Paper with Code | [](https://github.com/DWCTOD/CVPR2022-Papers-with-Code-Demo) |
| 93 | NILMS Paper with code | [](https://github.com/klemenjak/nilm-papers-with-code) |
| 94 | 3D Computer Vision Research Projects | [](https://github.com/Tom-Hardy-3D-Vision-Workshop/awesome-3D-vision) |
| 95 | NLP and Computer Vision Project Collection | [](https://github.com/NELSONZHAO/zhihu) |
| 96 | Udacity Collection of Computer Vision Projects | [](https://github.com/Bjarten/computer-vision-ND) |
| 97 | Zero to Hero Tensorflow Tutorial | [](https://github.com/mrdbourke/tensorflow-deep-learning) |
| 98 | Deep learning in Production | [](https://github.com/The-AI-Summer/Deep-Learning-In-Production) |
| 99 | GANs Collection | [](https://github.com/The-AI-Summer/GANs-in-Computer-Vision) |
| 100 | Time Series Projects Code | [](https://github.com/deshpandenu/Time-Series-Forecasting-of-Amazon-Stock-Prices-using-Neural-Networks-LSTM-and-GAN-) |
| 101 | 12 Machine learning Object Detection | [](https://amankharwal.medium.com/12-machine-learning-projects-on-object-detection-46b32adc3c37) |
| 102 | 20 NLP Project with Python | [](https://medium.com/coders-camp/20-machine-learning-projects-on-nlp-582effe73b9c) |
| 103 | ai-object-detection | [](https://github.com/WoodyLetsCode/ai-object-detection) |
## Contributing
Contributions are what make the open source community such an amazing place to learn, inspire, and create. Any contributions you make are **greatly appreciated**.
If you have a suggestion that would make this better, please fork the repo and create a pull request. You can also simply open an issue with the tag "enhancement".
Don't forget to give the project a star! Thanks again!
1. Fork the Project
2. Create your Feature Branch (`git checkout -b feature/AmazingFeature`)
3. Commit your Changes (`git commit -m 'Add some AmazingFeature'`)
4. Push to the Branch (`git push origin feature/AmazingFeature`)
5. Open a Pull Request
## License
Distributed under the MIT License. See `LICENSE.txt` for more information.
## Contact
Email - [contact.syedjawad](mailto:[email protected]) - @gmail.com
Project Link: [awesome-ai](https://github.com/maksof-jawad/awesome-ai/)
## ๐๐๐๐ ๐๐๐๐ โค๏ธ ๐๐ข ๐๐๐๐๐๐๐๐ this ๐๐๐๐๐๐๐๐๐๐๐๐!
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Credits: [Maksof Jawad](https://github.com/maksof-jawad)
Last Edited on: 3/11/2022