QUOTE(hellothere131495 @ Jun 6 2021, 02:07 PM)
Which of the civil, electrical and electronic, chemical, and mechanical engineering disciplines is the most difficult? Because of the math and physics involved, I believe electrical engineering is the most difficult. For example, in electromagnetic fields theory, the double and triple integrals used to understand the behavior of charged particles, which cannot be seen with the naked eye, truly required good imagination and logical thinking. Artificial intelligence algorithms, such as deep neural networks used in digital image processing and analysis, necessitate a strong mathematical foundation to comprehend machine learning and deep learning techniques.
Consider convolution neural networks. Understanding how the neural network can learn the features of handwritten numbers independently already requires a significant amount of brain energy. We haven't discussed how to create a novel convolution neural network architecture capable of automatically detecting cancer cells in medical images. The mere mention of artificial intelligence puts many people off (not for interested people).
That is only introduction to one or two topics in one engineering field…
Consider convolution neural networks. Understanding how the neural network can learn the features of handwritten numbers independently already requires a significant amount of brain energy. We haven't discussed how to create a novel convolution neural network architecture capable of automatically detecting cancer cells in medical images. The mere mention of artificial intelligence puts many people off (not for interested people).
That is only introduction to one or two topics in one engineering field…
In Malaysia, most university got Basic and Advanced Level for Electromagnetic Theory.
You do not need to jump into really deep into triple integrals.
Also even I went for Huawei MY, I don't see anyone talk about playing with "Triple Integral Electromagnetic Theory" Maxwell's Equation, and other bullshit.
Also Convolutional Neural Networks, its more towards "application based" compared to design those from scratch.
You want to learn design of CNNs you better go take Computer Science or Software Engineering and a Degree in Mathematics
Jun 7 2021, 04:27 PM

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