Deputy Thomas Albanese's body was moved from the coroner's office to Rose Hills Mortuary on Sunday.
Fellow deputies lined the procession route to pay their respects.
Albanese, a motorcycle deputy, was killed in a crash in Lakewood last Thursday.
The 41-year-old spent seven years with the sheriff's department and served four tours in Iraq as a Marine.
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After joining the department in 2013, Albanese became a deputy in 2015. He first worked at the Men's Central Jail and then transferred to Transit Services at the Lakewood station.
His dream was to become a motorcycle officer and he passed motor school in March 2020, Sheriff Alex Villanueva said. Since then, he had been assigned to the Pico Rivera station. At the time of the crash, he was working overtime at the Lakewood station.
Albanese is survived by his wife and two sons, ages 7 and 11.
Sheriff Villanueva provides details on fatal Lakewood crash
Sheriff Villanueva provides details on deputy killed in crash