No, Alexander Graham Bell was the one to invent it around 1875. Edwin Drake invented a new way to retrieve oil from underground, similar to the techniques we use today.
Edwin Laurentine Drake was successful in drilling for oiin 1859. he used a steam engine drill,to dig through Earth's crust and eventually was successful.