awesome-ai

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Table of Contents

1. About The Project
2. Getting Started
   • Roadmap
   • Awesome AI Projects
3. Contributing
4. License
5. Contact

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 for a full list of proposed features and known issues.

Awesome AI Projects

S.No	Repository Name	Link
1	365 Days Computer Vision Learning
2	125+ NLP Language Models Treasure of Transformers
3	Andrew NG ML notes
4	10 Machine Learning Projects on Time Series Forecasting
5	20 Deep Learning Projects Solved and Explained with Python
6	20 Machine learning Project
7	30 Python Project Solved and Explained
8	Machine learning Course for Free
9	5 Web Scraping Projects with Python
10	20 Machine Learning Projects on Future Prediction with Python
11	4 Chatbot Project With Python
12	7 Python Gui project
13	All Unsupervised learning Projects
14	10 Machine learning Projects for Regression Analysis
15	10 Machine learning Project for Classification with Python
16	6 Sentimental Analysis Projects with python
17	4 Recommendations Projects with Python
18	20 Deep learning Project with python
19	5 COVID19 Projects with Python
20	9 Computer Vision Project with python
21	8 Neural Network Project with python
22	5 Machine learning Project for healthcare
23	5 NLP Project with Python
24	47 Machine Learning Projects for 2021
25	19 Artificial Intelligence Projects for 2021
26	28 Machine learning Projects for 2021
27	16 Data Science Projects with Source Code for 2021
28	23 Deep learning Projects with Source Code for 2021
29	25 Computer Vision Projects with Source Code for 2021
30	23 Iot Projects with Source Code for 2021
31	27 Django Projects with Source Code for 2021
32	37 Python Fun Projects with Code for 2021
33	500 + Top Deep learning Codes
34	500 + Machine learning Codes
35	20+ Machine Learning Datasets & Project Ideas
36	1000+ Computer vision codes
37	300 + Industry wise Real world projects with code
38	1000 + Python Project Codes
39	363 + NLP Project with Code
40	50 + Code ML Models (For iOS 11) Projects
41	360+ Pretrained Model Projects for Image, text, Audio and Video
42	50 + Graph Classification Project List
43	100 + Sentence Embedding(NLP Resources)
44	100 + Production Machine learning Projects
45	300 + Machine Learning Resources Collection
46	70 + Awesome AI
47	150 + Machine learning Project Ideas with code
48	100 + AutoML Projects with code
49	100 + Machine Learning Model Interpretability Code Frameworks
50	120 + Multi Model Machine learning Code Projects
51	Awesome Chatbot Projects
52	Awesome ML Demo Project with iOS
53	100 + Python based Machine learning Application Projects
54	100 + Reproducible Research Projects of ML and DL
55	25 + Python Projects
56	8 + OpenCV Projects
57	1000 + Awesome Deep learning Collection
58	200 + Awesome NLP learning Collection
59	200 + The Super Duper NLP Repo
60	100 + NLP dataset for your Projects
61	364 + Machine Learning Projects definition
62	300+ Google Earth Engine Jupyter Notebooks to Analyze Geospatial Data
63	1000 + Machine learning Projects Information
64.	11 Computer Vision Projects with code
65.	13 Computer Vision Projects with Code
66.	13 Cool Computer Vision GitHub Projects To Inspire You
67.	Open-Source Computer Vision Projects (With Tutorials)
68.	OpenCV Computer Vision Projects with Python
69.	100 + Computer vision Algorithm Implementation
70.	80 + Computer vision Learning code
71.	Deep learning Treasure
72	Data Analysis and Machine learning Projects
73	AI Projects
74	Kaggle projects collection
75	Unique AI projects
76	Data Science Project Collection
77	Advance Data Science Projects
78	Deep and Machine learning Projects
79	Data Science Projects kaggle
80	Auto Deep learning Project
81	180 Machine learning Project
82	Amazing Hackthon Project Collection
83	Awesome NLP Project Ideas
84	12 NLP Projects
85	Advance NLP Projects
86	6 Amazing NLP Projects
87	NLP Beginner Projects
88	Paper with Code by PwC Collection
89	SOTA Models(State of the Art Results)
90	Best AI Papers
91	Generative Adversarial nets
92	Computer Vision Paper with Code
93	NILMS Paper with code
94	3D Computer Vision Research Projects
95	NLP and Computer Vision Project Collection
96	Udacity Collection of Computer Vision Projects
97	Zero to Hero Tensorflow Tutorial
98	Deep learning in Production
99	GANs Collection
100	Time Series Projects Code
101	12 Machine learning Object Detection
102	20 NLP Project with Python
103	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 - @gmail.com

Project Link: awesome-ai

𝚂𝚑𝚘𝚠 𝚜𝚘𝚖𝚎 ❤️ 𝚋𝚢 𝚜𝚝𝚊𝚛𝚛𝚒𝚗𝚐 this 𝚛𝚎𝚙𝚘𝚜𝚒𝚝𝚘𝚛𝚒𝚎𝚜!

Credits: Maksof Jawad

Last Edited on: 3/11/2022