diff --git a/.github/FUNDING.yml b/.github/FUNDING.yml new file mode 100644 index 0000000..e5a88aa --- /dev/null +++ b/.github/FUNDING.yml @@ -0,0 +1,14 @@ +therealsreeharis@oksbi # These are supported funding model platforms + +github: # Replace with up to 4 GitHub Sponsors-enabled usernames e.g., [user1, user2] +patreon: # Replace with a single Patreon username +open_collective: # Replace with a single Open Collective username +ko_fi: # Replace with a single Ko-fi username +tidelift: # Replace with a single Tidelift platform-name/package-name e.g., npm/babel +community_bridge: # Replace with a single Community Bridge project-name e.g., cloud-foundry +liberapay: # Replace with a single Liberapay username +issuehunt: # Replace with a single IssueHunt username +lfx_crowdfunding: # Replace with a single LFX Crowdfunding project-name e.g., cloud-foundry +polar: # Replace with a single Polar username +buy_me_a_coffee: # Replace with a single Buy Me a Coffee username +custom: # Replace with up to 4 custom sponsorship URLs e.g., ['link1', 'link2'] diff --git a/README.md b/README.md index 52fb83e..6d705d9 100644 --- a/README.md +++ b/README.md @@ -1,20 +1,4 @@ -This Repository Consists of Free Resources needed for a person to learn Datascience from the beginning to end. This repository is divided into Four main Parts. They are - -Part 1:- [Roadmap] - -Part 2:- [Free Online Courses] - -Part 3:- [500 Datascience Projects] - -Part 4:- [100+ Free Machine Learning Books] - -This repositary is a combination of different resources lying scattered all over the internet. The reason for making such an repositary is to combine all the valuable resources in a sequential manner, so that it helps every beginners who are in a search of free and structured learning resource for Datascience. I hope it helps many people who could not afford a large fee for their education. This repositary shall be constantly updated on the basics of availability of new free resources. - -If you guys like this Repo, please SHARE with everyone who are in need of these materials. - -For Constant Updates, Follow me on [Twitter](https://twitter.com/therealsreehari) - -Give a 🌟 if it's Useful and Share with other Datascience Enthusiasts. +Give a 🌟 if it's useful and share with other Data Science Enthusiasts. # Data-Scientist-Roadmap (2021) @@ -2334,79 +2318,79 @@ TensorFlow was originally developed by researchers and engineers working on the ***This list is continuously updated.*** - You can take pull request and contribute. -| Sr No | Name | Link | -| ----- | ------------------------------------------------------------ | ----------------------------------- | -| 1 | 180 Machine learning Project | [is.gd/MLtyGk](http://is.gd/MLtyGk) | -| 2 | 12 Machine learning Object Detection | [is.gd/jZMP1A](http://is.gd/jZMP1A) | -| 3 | 20 NLP Project with Python | [is.gd/jcMvjB](http://is.gd/jcMvjB) | -| 4 | 10 Machine Learning Projects on Time Series Forecasting | [is.gd/dOR66m](http://is.gd/dOR66m) | -| 5 | 20 Deep Learning Projects Solved and Explained with Python | [is.gd/8Cv5EP](http://is.gd/8Cv5EP) | -| 6 | 20 Machine learning Project | [is.gd/LZTF0J](http://is.gd/LZTF0J) | -| 7 | 30 Python Project Solved and Explained | [is.gd/xhT36v](http://is.gd/xhT36v) | -| 8 | Machine learning Course for Free | https://lnkd.in/ekCY8xw | -| 9 | 5 Web Scraping Projects with Python | [is.gd/6XOTSn](http://is.gd/6XOTSn) | -| 10 | 20 Machine Learning Projects on Future Prediction with Python | [is.gd/xDKDkl](http://is.gd/xDKDkl) | -| 11 | 4 Chatbot Project With Python | [is.gd/LyZfXv](http://is.gd/LyZfXv) | -| 12 | 7 Python Gui project | [is.gd/0KPBvP](http://is.gd/0KPBvP) | -| 13 | All Unsupervised learning Projects | [is.gd/cz11Kv](http://is.gd/cz11Kv) | -| 14 | 10 Machine learning Projects for Regression Analysis | [is.gd/k8faV1](http://is.gd/k8faV1) | -| 15 | 10 Machine learning Project for Classification with Python | [is.gd/BJQjMN](http://is.gd/BJQjMN) | -| 16 | 6 Sentimental Analysis Projects with python | [is.gd/WeiE5p](http://is.gd/WeiE5p) | -| 17 | 4 Recommendations Projects with Python | [is.gd/pPHAP8](http://is.gd/pPHAP8) | -| 18 | 20 Deep learning Project with python | [is.gd/l3OCJs](http://is.gd/l3OCJs) | -| 19 | 5 COVID19 Projects with Python | [is.gd/xFCnYi](http://is.gd/xFCnYi) | -| 20 | 9 Computer Vision Project with python | [is.gd/lrNybj](http://is.gd/lrNybj) | -| 21 | 8 Neural Network Project with python | [is.gd/FCyOOf](is.gd/FCyOOf) | -| 22 | 5 Machine learning Project for healthcare | https://bit.ly/3b86bOH | -| 23 | 5 NLP Project with Python | https://bit.ly/3hExtNS | -| 24 | 47 Machine Learning Projects for 2021 | https://bit.ly/356bjiC | -| 25 | 19 Artificial Intelligence Projects for 2021 | https://bit.ly/38aLgsg | -| 26 | 28 Machine learning Projects for 2021 | https://bit.ly/3bguRF1 | -| 27 | 16 Data Science Projects with Source Code for 2021 | https://bit.ly/3oa4zYD | -| 28 | 24 Deep learning Projects with Source Code for 2021 | https://bit.ly/3rQrOsU | -| 29 | 25 Computer Vision Projects with Source Code for 2021 | https://bit.ly/2JDMO4I | -| 30 | 23 Iot Projects with Source Code for 2021 | https://bit.ly/354gT53 | -| 31 | 27 Django Projects with Source Code for 2021 | https://bit.ly/2LdRPRZ | -| 32 | 37 Python Fun Projects with Code for 2021 | https://bit.ly/3hBHzz4 | -| 33 | 500 + Top Deep learning Codes | https://bit.ly/3n7AkAc | -| 34 | 500 + Machine learning Codes | https://bit.ly/3b32n13 | -| 35 | 20+ Machine Learning Datasets & Project Ideas | https://bit.ly/3b2J48c | -| 36 | 1000+ Computer vision codes | https://bit.ly/2LiX1nv | -| 37 | 300 + Industry wise Real world projects with code | https://bit.ly/3rN7lVR | -| 38 | 1000 + Python Project Codes | https://bit.ly/3oca2xM | -| 39 | 363 + NLP Project with Code | https://bit.ly/3b442DO | -| 40 | 50 + Code ML Models (For iOS 11) Projects | https://bit.ly/389dB2s | -| 41 | 180 + Pretrained Model Projects for Image, text, Audio and Video | https://bit.ly/3hFyQMw | -| 42 | 50 + Graph Classification Project List | https://bit.ly/3rOYFhH | -| 43 | 100 + Sentence Embedding(NLP Resources) | https://bit.ly/355aS8c | -| 44 | 100 + Production Machine learning Projects | https://bit.ly/353ckI0 | -| 45 | 300 + Machine Learning Resources Collection | https://bit.ly/3b2LjIE | -| 46 | 70 + Awesome AI | https://bit.ly/3hDIXkD | -| 47 | 150 + Machine learning Project Ideas with code | https://bit.ly/38bfpbg | -| 48 | 100 + AutoML Projects with code | https://bit.ly/356zxZX | -| 49 | 100 + Machine Learning Model Interpretability Code Frameworks | https://bit.ly/3n7FaNB | -| 50 | 120 + Multi Model Machine learning Code Projects | https://bit.ly/38QRI76 | -| 51 | Awesome Chatbot Projects | https://bit.ly/3rQyxmE | -| 52 | Awesome ML Demo Project with iOS | https://bit.ly/389hZOY | -| 53 | 100 + Python based Machine learning Application Projects | https://bit.ly/3n9zLWv | -| 54 | 100 + Reproducible Research Projects of ML and DL | https://bit.ly/2KQ0J8C | -| 55 | 25 + Python Projects | https://bit.ly/353fRpK | -| 56 | 8 + OpenCV Projects | https://bit.ly/389mj0B | -| 57 | 1000 + Awesome Deep learning Collection | https://bit.ly/3b0a9Jj | -| 58 | 200 + Awesome NLP learning Collection | https://bit.ly/3b74b9o | -| 59 | 200 + The Super Duper NLP Repo | https://bit.ly/3hDNnbd | -| 60 | 100 + NLP dataset for your Projects | https://bit.ly/353h2Wc | -| 61 | 364 + Machine Learning Projects definition | https://bit.ly/2X5QRdb | +| Sr No | Name | Link | +| ----- | --------------------------------------------------------------------- | ----------------------------------- | +| 1 | 180 Machine learning Project | [is.gd/MLtyGk](http://is.gd/MLtyGk) | +| 2 | 12 Machine learning Object Detection | [is.gd/jZMP1A](http://is.gd/jZMP1A) | +| 3 | 20 NLP Project with Python | [is.gd/jcMvjB](http://is.gd/jcMvjB) | +| 4 | 10 Machine Learning Projects on Time Series Forecasting | [is.gd/dOR66m](http://is.gd/dOR66m) | +| 5 | 20 Deep Learning Projects Solved and Explained with Python | [is.gd/8Cv5EP](http://is.gd/8Cv5EP) | +| 6 | 20 Machine learning Project | [is.gd/LZTF0J](http://is.gd/LZTF0J) | +| 7 | 30 Python Project Solved and Explained | [is.gd/xhT36v](http://is.gd/xhT36v) | +| 8 | Machine learning Course for Free | https://lnkd.in/ekCY8xw | +| 9 | 5 Web Scraping Projects with Python | [is.gd/6XOTSn](http://is.gd/6XOTSn) | +| 10 | 20 Machine Learning Projects on Future Prediction with Python | [is.gd/xDKDkl](http://is.gd/xDKDkl) | +| 11 | 4 Chatbot Project With Python | [is.gd/LyZfXv](http://is.gd/LyZfXv) | +| 12 | 7 Python Gui project | [is.gd/0KPBvP](http://is.gd/0KPBvP) | +| 13 | All Unsupervised learning Projects | [is.gd/cz11Kv](http://is.gd/cz11Kv) | +| 14 | 10 Machine learning Projects for Regression Analysis | [is.gd/k8faV1](http://is.gd/k8faV1) | +| 15 | 10 Machine learning Project for Classification with Python | [is.gd/BJQjMN](http://is.gd/BJQjMN) | +| 16 | 6 Sentimental Analysis Projects with python | [is.gd/WeiE5p](http://is.gd/WeiE5p) | +| 17 | 4 Recommendations Projects with Python | [is.gd/pPHAP8](http://is.gd/pPHAP8) | +| 18 | 20 Deep learning Project with python | [is.gd/l3OCJs](http://is.gd/l3OCJs) | +| 19 | 5 COVID19 Projects with Python | [is.gd/xFCnYi](http://is.gd/xFCnYi) | +| 20 | 9 Computer Vision Project with python | [is.gd/lrNybj](http://is.gd/lrNybj) | +| 21 | 8 Neural Network Project with python | [is.gd/FCyOOf](is.gd/FCyOOf) | +| 22 | 5 Machine learning Project for healthcare | https://bit.ly/3b86bOH | +| 23 | 5 NLP Project with Python | https://bit.ly/3hExtNS | +| 24 | 47 Machine Learning Projects for 2021 | https://bit.ly/356bjiC | +| 25 | 19 Artificial Intelligence Projects for 2021 | https://bit.ly/38aLgsg | +| 26 | 28 Machine learning Projects for 2021 | https://bit.ly/3bguRF1 | +| 27 | 16 Data Science Projects with Source Code for 2021 | https://bit.ly/3oa4zYD | +| 28 | 24 Deep learning Projects with Source Code for 2021 | https://bit.ly/3rQrOsU | +| 29 | 25 Computer Vision Projects with Source Code for 2021 | https://bit.ly/2JDMO4I | +| 30 | 23 Iot Projects with Source Code for 2021 | https://bit.ly/354gT53 | +| 31 | 27 Django Projects with Source Code for 2021 | https://bit.ly/2LdRPRZ | +| 32 | 37 Python Fun Projects with Code for 2021 | https://bit.ly/3hBHzz4 | +| 33 | 500 + Top Deep learning Codes | https://bit.ly/3n7AkAc | +| 34 | 500 + Machine learning Codes | https://bit.ly/3b32n13 | +| 35 | 20+ Machine Learning Datasets & Project Ideas | https://bit.ly/3b2J48c | +| 36 | 1000+ Computer vision codes | https://bit.ly/2LiX1nv | +| 37 | 300 + Industry wise Real world projects with code | https://bit.ly/3rN7lVR | +| 38 | 1000 + Python Project Codes | https://bit.ly/3oca2xM | +| 39 | 363 + NLP Project with Code | https://bit.ly/3b442DO | +| 40 | 50 + Code ML Models (For iOS 11) Projects | https://bit.ly/389dB2s | +| 41 | 180 + Pretrained Model Projects for Image, text, Audio and Video | https://bit.ly/3hFyQMw | +| 42 | 50 + Graph Classification Project List | https://bit.ly/3rOYFhH | +| 43 | 100 + Sentence Embedding(NLP Resources) | https://bit.ly/355aS8c | +| 44 | 100 + Production Machine learning Projects | https://bit.ly/353ckI0 | +| 45 | 300 + Machine Learning Resources Collection | https://bit.ly/3b2LjIE | +| 46 | 70 + Awesome AI | https://bit.ly/3hDIXkD | +| 47 | 150 + Machine learning Project Ideas with code | https://bit.ly/38bfpbg | +| 48 | 100 + AutoML Projects with code | https://bit.ly/356zxZX | +| 49 | 100 + Machine Learning Model Interpretability Code Frameworks | https://bit.ly/3n7FaNB | +| 50 | 120 + Multi Model Machine learning Code Projects | https://bit.ly/38QRI76 | +| 51 | Awesome Chatbot Projects | https://bit.ly/3rQyxmE | +| 52 | Awesome ML Demo Project with iOS | https://bit.ly/389hZOY | +| 53 | 100 + Python based Machine learning Application Projects | https://bit.ly/3n9zLWv | +| 54 | 100 + Reproducible Research Projects of ML and DL | https://bit.ly/2KQ0J8C | +| 55 | 25 + Python Projects | https://bit.ly/353fRpK | +| 56 | 8 + OpenCV Projects | https://bit.ly/389mj0B | +| 57 | 1000 + Awesome Deep learning Collection | https://bit.ly/3b0a9Jj | +| 58 | 200 + Awesome NLP learning Collection | https://bit.ly/3b74b9o | +| 59 | 200 + The Super Duper NLP Repo | https://bit.ly/3hDNnbd | +| 60 | 100 + NLP dataset for your Projects | https://bit.ly/353h2Wc | +| 61 | 364 + Machine Learning Projects definition | https://bit.ly/2X5QRdb | | 62 | 300+ Google Earth Engine Jupyter Notebooks to Analyze Geospatial Data | https://bit.ly/387JwjC | -| 63 | 1000 + Machine learning Projects Information | https://bit.ly/3rMGk4N | -| 64. | 11 Computer Vision Projects with code | https://bit.ly/38gz2OR | -| 65. | 13 Computer Vision Projects with Code | https://bit.ly/3hMJdhh | -| 66. | 13 Cool Computer Vision GitHub Projects To Inspire You | https://bit.ly/2LrSv6d | -| 67. | Open-Source Computer Vision Projects (With Tutorials) | https://bit.ly/3pUss6U | -| 68. | OpenCV Computer Vision Projects with Python | https://bit.ly/38jmGpn | -| 69. | 100 + Computer vision Algorithm Implementation | https://bit.ly/3rWgrzF | -| 70. | 80 + Computer vision Learning code | https://bit.ly/3hKCpkm | -| 71. | Deep learning Treasure | https://bit.ly/359zLQb | +| 63 | 1000 + Machine learning Projects Information | https://bit.ly/3rMGk4N | +| 64. | 11 Computer Vision Projects with code | https://bit.ly/38gz2OR | +| 65. | 13 Computer Vision Projects with Code | https://bit.ly/3hMJdhh | +| 66. | 13 Cool Computer Vision GitHub Projects To Inspire You | https://bit.ly/2LrSv6d | +| 67. | Open-Source Computer Vision Projects (With Tutorials) | https://bit.ly/3pUss6U | +| 68. | OpenCV Computer Vision Projects with Python | https://bit.ly/38jmGpn | +| 69. | 100 + Computer vision Algorithm Implementation | https://bit.ly/3rWgrzF | +| 70. | 80 + Computer vision Learning code | https://bit.ly/3hKCpkm | +| 71. | Deep learning Treasure | https://bit.ly/359zLQb | [#100+ Free Machine Learning Books](https://www.theinsaneapp.com/2020/12/download-free-machine-learning-books.html) @@ -2420,3 +2404,5 @@ Part 2:- [Free Online Courses](https://github.com/Developer-Y) Part 3:- [500 Datascience Projects](https://github.com/ashishpatel26/500-AI-Machine-learning-Deep-learning-Computer-vision-NLP-Projects-with-code) Part 4:- [100+ Free Machine Learning Books](https://www.theinsaneapp.com/2020/12/download-free-machine-learning-books.html) + +Part 5:- [10 Machine Learning Books for Beginners](https://www.appliedaicourse.com/blog/machine-learning-books/)