This is a quick overview video ( in English ) explaining what are neural networks ( black box ) and human Intelligence vs artificial neural networks deep learning and comparing them to one another.
In this video we explain what are neurons and neural connections as well as artificial neurons and artificial neural networks while also explaining how they work, what are weights and what is forward propagation and backward propagation [ in simple terms ].
Explaining neural networks various types such as Artificial Neural Networks (ANN, Dense Neural Networks), Convolutional Neural Networks (CNNs) Vision Transformers (ViTs) and transformers (ChatGPT) and when to use them. We also talk about how there are different CNNs architectures such as ResNet, DenseNet and AlexNet.
we also explain why in deep learning it's always about going deeper.
We show a quick view of python code with tensorflow that performs regression and classification and a python code with pytorch that performs regression and classification as well.
Again this is just a quick overview of the entire topic done in a very short time to make it simple and entertaining.
Here are the links:
Kaggle Link for tensorflow regression and classification
www.kaggle.com/code/abdelrahm...
Github Link for tensorflow regression and classification
github.com/Abdelrahman-Ezzeld...
Kaggle Link for pytorch regression and classification
www.kaggle.com/code/abdelrahm...
Github Link for pytorch regression and classification
github.com/Abdelrahman-Ezzeld...
Feel free to contact me on my linked-in ( Abdelrahman Ezzeldin Nagib )
/ abdelrahman-ezzeldin-a...
My Leet Code Account ( a new account replacement for my old one)
leetcode.com/u/Abdelrahman_Ez...
My Github account
github.com/Abdelrahman-Ezzeld...
My Google Scholar
scholar.google.com/citations?...
My ResearchGate
www.researchgate.net/profile/...
Tensorflow Playground as well as extra resources
playground.tensorflow.org/
www.tensorflow.org/tutorials/...
www.w3schools.com/python/
pytorch.org/tutorials/beginne...
• But what is a neural n...
• Tensorflow Tutorial fo...
References:
www.britannica.com/science/hu...
aws.amazon.com/what-is/neural....
www.linkedin.com/pulse/why-ne....
towardsdatascience.com/how-to...
machinelearningknowledge.ai/w...
medicine.yale.edu/lab/colon_r....
www.researchgate.net/figure/T...
robbreport.com/motors/marine/...
pirates.fandom.com/wiki/Jack_...
www.google.com/url?sa=i&url=h...
giphy.com/gifs/timanderic-tim...
www.vecteezy.com/vector-art/3...
analyticsindiamag.com/how-pyt...
media.licdn.com/dms/image/D56...
blog.oursky.com/2018/02/14/te...
10 май 2024
