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General Problem with Mathematics need you help

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wolfheart_2001

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my problem arised when i was trying to understand fourier transform then i found out many difinitions that i may studied but i didnt understand it the right way...for example the orthogonality, convergence, exponential and many others....i opened my university references but i found out its not designed for engineers rather its for people who like to see numbers and symbols and if i opened any topic i find that i have to see another topic and all just core math... i need a book which is not so big and explain math related to real life examples... i dont know if such books exist but for me simplicity is the most important coz each time i open a search window for fourier anaylysis i see two equations which represent fourier equations and then the symphony of symbols start without full explanation...help me i f you can give me the name of such books.
 

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