machine learning and artificial intelligence

hello every one

i need help with my artificial intelligence Project .

i am a Power-Electronics student and i have a project in which i have to use Artificial intelligence But i have no idea about this issue. i want to learn about

artificial Inteligence and machine learning and also how to implement it in Matlab .

could you Please introduce me some sources Or tutorial which is usefull for me ??

Answer 1

[Ameer Hamza]

From the information you gave in the question, you can most likely rely on the deep learning toolbox: https://www.mathworks.com/help/deeplearning/index.html. Which specific things you need to focus, depends on the project. If you can provide some specific detail, I will probably be able to point you to the related resources.

[Jack chalk]

Hi Mr.Hamza

thanks for your guide.

sure, i have an electerical grid and i want to detect Fault like 3-phase short circuit With Artificial Intelligence. But I have no if i have to use neural network or machine learning or Deep learning .

i dont know differences betwean this Concepts beacuse of this I want a source which teach the basic Concepts of Artificial Intelligence in Summary at first and then Implement in Matlab Or any other language like python but i prefer matlab beacuse my simulink is in it.

i hope there is good source for me . and i will be grateful if you guide me.

[Ameer Hamza]

Understanding it from scratch can be a very vast project. Following links will help you give a general idea

https://www.codementor.io/@james_aka_yale/a-gentle-introduction-to-neural-networks-for-machine-learning-hkijvz7lp

https://missinglink.ai/guides/neural-network-concepts/neural-networks-regression-part-1-overkill-opportunity/

https://towardsdatascience.com/a-gentle-journey-from-linear-regression-to-neural-networks-68881590760e

Following will be helpful to understand the neural networks in MATLAB

http://lab.fs.uni-lj.si/lasin/wp/IMIT_files/neural/NN-examples.pdf

[Jack chalk]

Thanks very much Mr.Hamza

yes it is really wide project and includes alots of Electerical and Computer Concepts and i hope i will be able to perform it.

thanks for this Sources. you did me a big favor.

[Ameer Hamza]

I am glad to be of help.

Answer 2

[Justin]

Hello! It's great that you want to learn about artificial intelligence and machine learning for your project. Here are some helpful resources and steps to get you started: Online Courses:Coursera and edX offer comprehensive courses on AI and machine learning, such as Andrew Ng's "Machine Learning" course on Coursera."Deep Learning Specialization" on Coursera by Andrew Ng can be a good follow-up once you have a foundation in ML. Books:"Python Machine Learning" by Sebastian Raschka and Vahid Mirjalili is a practical introduction to ML using Python."Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow" by Aurélien Géron is another excellent resource. YouTube Tutorials:Channels like "3Blue1Brown" and "Sentdex" have great videos explaining ML concepts and practical implementation. Websites and Blogs:Visit websites like Towards Data Science, KDnuggets, and Medium for articles and tutorials on AI and ML. MATLAB Resources:MATLAB provides its own documentation and tutorials on machine learning. You can start with the MATLAB Machine Learning Toolbox documentation. Practice Projects:Kaggle is an excellent platform to practice ML. They have datasets, competitions, and kernels (code examples) you can learn from. Online Forums:Join communities like Stack Overflow and Reddit's r/MachineLearning for help when you have questions. Online Courses Specific to MATLAB:MATLAB offers courses and tutorials specifically for AI and machine learning. Check their official website for these resources. Remember, learning AI and ML is a gradual process. Start with the basics, gain a strong foundation in mathematics and programming (especially Python), and then gradually delve into more advanced topics. Practice and hands-on experience will be crucial for your project.