Nope. It's a bunch of hooey:
http://rationalwiki.org/wiki/Evidence_for_the_Exodus
Quote:Despite being regarded in Judaism as the primary factual historical narrative of the origin of the religion, culture and ethnicity, Exodus is now accepted by scholars as having been compiled in the 8th–7th centuries BCE from stories dating possibly as far back as the 13th century BCE, with further polishing in the 6th–5th centuries BCE, as a theological and political manifesto to unite the Israelites in the then‐current battle for territory against Egypt.[2]
Archaeologists from the 19th century onward were actually surprised not to find any evidence whatsoever for the events of Exodus. By the 1970s, archaeologists had largely given up regarding the Bible as any use at all as a field guide.
The archaeological evidence of local Canaan, rather than Egyptian, origins of the kingdoms of Judah and Israel is "overwhelming," and leaves "no room for an Exodus from Egypt or a 40‐year pilgrimage through the Sinai wilderness."[3] The culture of the earliest Israelite settlements is Canaanite, their cult objects are of the Canaanite god El, the pottery is in the local Canaanite tradition, and the alphabet is early Canaanite. Almost the sole marker distinguishing Israelite villages from Canaanite sites is an absence of pig bones.
http://rationalwiki.org/wiki/Evidence_for_the_Exodus