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Project-Based Learning:

Dual Learning Systems: The brain has two main ways of learning:

# Cognitive (Cortical): Conscious, deliberate learning of facts and concepts. Think studying, reading, or attending lectures.
# Procedural (Subcortical): Unconscious, skill-based learning through practice and repetition. Think riding a bike, playing an instrument, or mastering a sport.

This repository offers a comprehensive collection of programming tutorials designed for aspiring software developers. Through hands-on projects, you'll gain practical experience by building applications from scratch, covering a wide range of programming languages and technologies.

Table of Contents:

C/C++:

Network programming

OpenGL:

C#:

Clojure:

Dart:

Flutter:

Elixir

Erlang

F#:

Java:

JavaScript:

HTML and CSS:

Mobile Application:

Web Applications:

React:

Angular:

Node:

Vue

Others (Hapi, Express...):

D3.js

Game Development:

Desktop Application:

Miscellaneous:

Kotlin:

Lua:

Lร–VE:

Python:

Web Scraping:

Web Applications:

Bots:

Data Science:

Machine Learning:

OpenCV:

Deep Learning:

Miscellaneous:

Go:

PHP:

OCaml:

Ruby:

Ruby on Rails:

Haskell:

R:

Rust:

Scala:

Swift:

Additional Resources

500 AI Machine learning Deep learning Computer vision NLP Projects with code !!!

Sr NoNameLink
1365 Days Computer Vision Learning๐Ÿ‘†
2125+ NLP Language Models Treasure of Transformers๐Ÿ‘†
3Andrew NG ML notes๐Ÿ‘†
410 Machine Learning Projects on Time Series Forecasting๐Ÿ‘†
520 Deep Learning Projects Solved and Explained with Python๐Ÿ‘†
620 Machine learning Project๐Ÿ‘†
730 Python Project Solved and Explained๐Ÿ‘†
8Machine learning Course for Free๐Ÿ‘†
95 Web Scraping Projects with Python๐Ÿ‘†
1020 Machine Learning Projects on Future Prediction with Python๐Ÿ‘†
114 Chatbot Project With Python๐Ÿ‘†
127 Python Gui project๐Ÿ‘†
13All Unsupervised learning Projects๐Ÿ‘†
1410 Machine learning Projects for Regression Analysis๐Ÿ‘†
1510 Machine learning Project for Classification with Python๐Ÿ‘†
166 Sentimental Analysis Projects with python๐Ÿ‘†
174 Recommendations Projects with Python๐Ÿ‘†
1820 Deep learning Project with python๐Ÿ‘†
195 COVID19 Projects with Python๐Ÿ‘†
209 Computer Vision Project with python๐Ÿ‘†
218 Neural Network Project with python๐Ÿ‘†
225 Machine learning Project for healthcare๐Ÿ‘†
235 NLP Project with Python๐Ÿ‘†
2447 Machine Learning Projects for 2021๐Ÿ‘†
2519 Artificial Intelligence Projects for 2021๐Ÿ‘†
2628 Machine learning Projects for 2021๐Ÿ‘†
2716 Data Science Projects with Source Code for 2021๐Ÿ‘†
2823 Deep learning Projects with Source Code for 2021๐Ÿ‘†
2925 Computer Vision Projects with Source Code for 2021๐Ÿ‘†
3023 Iot Projects with Source Code for 2021๐Ÿ‘†
3127 Django Projects with Source Code for 2021๐Ÿ‘†
3237 Python Fun Projects with Code for 2021๐Ÿ‘†
33500 + Top Deep learning Codes๐Ÿ‘†
34500 + Machine learning Codes๐Ÿ‘†
3520+ Machine Learning Datasets & Project Ideas๐Ÿ‘†
361000+ Computer vision codes๐Ÿ‘†
37300 + Industry wise Real world projects with code๐Ÿ‘†
381000 + Python Project Codes๐Ÿ‘†
39363 + NLP Project with Code๐Ÿ‘†
4050 + Code ML Models (For iOS 11) Projects๐Ÿ‘†
41360+ Pretrained Model Projects for Image, text, Audio and Video๐Ÿ‘†
4250 + Graph Classification Project List๐Ÿ‘†
43100 + Sentence Embedding(NLP Resources)๐Ÿ‘†
44100 + Production Machine learning Projects๐Ÿ‘†
45300 + Machine Learning Resources Collection๐Ÿ‘†
4670 + Awesome AI๐Ÿ‘†
47150 + Machine learning Project Ideas with code๐Ÿ‘†
48100 + AutoML Projects with code๐Ÿ‘†
49100 + Machine Learning Model Interpretability Code Frameworks๐Ÿ‘†
50120 + Multi Model Machine learning Code Projects๐Ÿ‘†
51Awesome Chatbot Projects๐Ÿ‘†
52Awesome ML Demo Project with iOS๐Ÿ‘†
53100 + Python based Machine learning Application Projects๐Ÿ‘†
54100 + Reproducible Research Projects of ML and DL๐Ÿ‘†
5525 + Python Projects๐Ÿ‘†
568 + OpenCV Projects๐Ÿ‘†
571000 + Awesome Deep learning Collection๐Ÿ‘†
58200 + Awesome NLP learning Collection๐Ÿ‘†
59200 + The Super Duper NLP Repo๐Ÿ‘†
60100 + NLP dataset for your Projects๐Ÿ‘†
61364 + Machine Learning Projects definition๐Ÿ‘†
62300+ Google Earth Engine Jupyter Notebooks to Analyze Geospatial Data๐Ÿ‘†
631000 + Machine learning Projects Information๐Ÿ‘†
64.11 Computer Vision Projects with code๐Ÿ‘†
65.13 Computer Vision Projects with Code๐Ÿ‘†
66.13 Cool Computer Vision GitHub Projects To Inspire You๐Ÿ‘†
67.Open-Source Computer Vision Projects (With Tutorials)๐Ÿ‘†
68.OpenCV Computer Vision Projects with Python๐Ÿ‘†
69.100 + Computer vision Algorithm Implementation๐Ÿ‘†
70.80 + Computer vision Learning code๐Ÿ‘†
71.Deep learning Treasure๐Ÿ‘†
72Data Analysis and Machine learning Projects๐Ÿ‘†
73AI Projects๐Ÿ‘†
74Kaggle projects collection๐Ÿ‘†
75Unique AI projects๐Ÿ‘†
76Data Science Project Collection๐Ÿ‘†
77Advance Data Science Projects๐Ÿ‘†
78Deep and Machine learning Projects๐Ÿ‘†
79Data Science Projects kaggle๐Ÿ‘†
80Auto Deep learning Project๐Ÿ‘†
81180 Machine learning Project๐Ÿ‘†
82Amazing Hackthon Project Collection๐Ÿ‘†
83Awesome NLP Project Ideas๐Ÿ‘†
8412 NLP Projects๐Ÿ‘†
85Advance NLP Projects๐Ÿ‘†
866 Amazing NLP Projects๐Ÿ‘†
87NLP Beginner Projects๐Ÿ‘†
88Paper with Code by PwC Collection๐Ÿ‘†
89SOTA Models(State of the Art Results)๐Ÿ‘†
90Best AI Papers๐Ÿ‘†
91Generative Adversarial nets๐Ÿ‘†
92Computer Vision Paper with Code๐Ÿ‘†
93NILMS Paper with code๐Ÿ‘†
943D Computer Vision Research Projects๐Ÿ‘†
95NLP and Computer Vision Project Collection๐Ÿ‘†
96Udacity Collection of Computer Vision Projects๐Ÿ‘†
97Zero to Hero Tensorflow Tutorial๐Ÿ‘†
98Deep learning in Production๐Ÿ‘†
99GANs Collection๐Ÿ‘†
100Time Series Projects Code๐Ÿ‘†
10112 Machine learning Object Detection๐Ÿ‘†
10220 NLP Project with Python๐Ÿ‘†
103Learning Material for Deep Learning, ML, Computer Vision and NLP๐Ÿ‘†
More Projects list is coming...!!!

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Curated list of project-based tutorials

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