Mustafa Adel IbrahimGenerative Adversarial Network SpecializationEmbarking on the journey of understanding GANs specialization on Coursera can be both exhilarating and daunting. As one of the most…Jun 10Jun 10
Mustafa Adel IbrahimGANs Specialization — part4Control GAN by adding conditional inputs, modify the features of the generated image, control outputs by manipulating z-vectors and build…Mar 16Mar 16
Mustafa Adel IbrahimGANs specialization — part3Advanced techniques to reduce GAN failure due to imbalances between the generator & discriminator. Use WGAN to mitigate unstable training…Mar 13Mar 13
Mustafa Adel IbrahimGANs Specialization — part2Different activation functions, batch normalization, transposed conv to tune your GAN architecture and apply them to build an advanced…Mar 7Mar 7
Mustafa Adel IbrahimGANs Specialization Part1An advanced class of DL algorithms that generate realistic images, music and other things. It generates pictures of people that had never…Mar 61Mar 61
Mustafa Adel IbrahimFunctional VS Sequential APIsWhat’s the differences between sequential and Functional APIs and explain how the functional model works.Nov 19, 2023Nov 19, 2023
Mustafa Adel IbrahimPost-hoc analysis of Arabic transformer modelsAnalyze & compare the internal representations of Arabic transformer models.Nov 2, 2023Nov 2, 2023
Mustafa Adel IbrahimInductive BiasExplain what’s exactly inductive bias, props & corns, real life examples and examples in machine learning.Oct 31, 20231Oct 31, 20231
Mustafa Adel IbrahimTree-based Models.Tree-based models present a high flexibility and are able to capture complex non-linear relationship.Oct 28, 2023Oct 28, 2023
Mustafa Adel IbrahimSemantic Textual Similarity with BERTUse BERT to measure the semantic textual similarity (STS) degree between 2 pieces of texts.Oct 18, 2023Oct 18, 2023
