Downtown Dubai is home to several mosques as well as public prayer rooms, the latter catering to both men and women. Here is a list to help you find a mosque closest to you.
Al Ghafoor Mosque
Behind Qamardeen District
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Sheikha Abdullah Salem Mosque
Dubai Fountain Street
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Dubai Mall prayer rooms for men and women
Located on every level of Dubai Mall
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Souk Al Bahar prayer rooms for men and women
Inside Souk Al Bahar
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Alternatively, you can use the map below
Strictly Downtown Dubai 