I've some experience with computational vision, however only the basics of deep learning. I'm searching for indication of courses with a more practical approach. I've seen many different sites trying to seel courses, and I'm looking for the opnion of real people.
Which course would you indicate about the subject and why?
Thank you!
Top 5 Deep Learning and Neural Network courses to learn in 2021
I think a lot of deep learning intros start right away with neural networks and don't lay the necessary groundwork for the underlying machine learning concepts. I really like this book's balanced approach in introducing ML from the ground up, before moving on to deep learning, all using practical examples:
https://www.oreilly.com/library/view/hands-on-machine-learning/9781492032632/
There is a github repo with the accompanying Python code. I would recommend going through the book and doing the exercises, that should be a good start!
You can try udacity deep learning and computer vision nano degree program.
Top 5 Deep Learning and Neural Network courses to learn in 2021
Aurelio Melo I highly recommend the Deep Learning Specialization by Andrew NG and others available on Coursera. This might require some experience - like the others but this one has a really good structure. I'm sure that you will like this course because of the case studies. Good luck!
I advise you to enroll in the following course
https://www.coursera.org/specializations/deep-learning
Although the book "Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow" presents a comprehensive overview of machine learning and deep learning and promises to give the reader hands-on knowledge, I still think the way to start with deep learning is to read the book from the Keras' creator François Chollet: "Deep learning with python". Concomitantly, you can read the book "100 page machine learning book" to strengthen your ML knowledge.
Dear Aurelio Melo please see this potentially useful report entitled
"Best Practice Guide - Deep Learning"
Technical Report Best Practice Guide - Deep Learning
The report is freely available as full text on RG.
Dear Aurelio Melo I would also strongly suggest to watch these instructive YouTube videos entitled
"Practical Deep Learning for Coders - Full Course from fast.ai and Jeremy Howard"
https://www.youtube.com/watch?v=0oyCUWLL_fU
and
"Deep Learning Crash Course for Beginners"
https://www.youtube.com/watch?v=VyWAvY2CF9c
More related videos are avaiable on YouTube.
Aurelio Melo,
I would recommend you go through the following courses on Coursera.
https://www.coursera.org/courses?query=deep%20learning&page=1
Good luck,
I would recommend you go through the following courses on Coursera.
Deep Learning A-Z™: Hands-On Artificial Neural Networks.
It worked for me.
I would like to suggest you this key-Book : https://www.deeplearningbook.org/
https://towardsdatascience.com/applied-deep-learning-part-1-artificial-neural-networks-d7834f67a4f6
5 Best Courses to Learn Deep Learning and Neural Network for Beginners
Best Deep Learning Courses
https://www.benzinga.com/money/best-deep-learning-courses/
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