Cook the pasta according to package instructions in a large pot of salted boiling water. Drain and set aside.
In a large skillet, heat the olive oil over medium heat. Add the ground beef and cook until browned, breaking it apart with a spoon, about 5-7 minutes. Drain excess fat if necessary.
Add the minced garlic to the skillet and sauté for 1-2 minutes until fragrant.
Pour in the heavy cream and beef broth, stirring to combine. Add the Italian seasoning, salt, and pepper. Bring to a simmer and let it cook for about 5 minutes, allowing the sauce to thicken slightly.
Stir in the cooked pasta and grated Parmesan cheese until well combined. Cook for an additional 2-3 minutes to heat through.
Serve hot, garnished with fresh parsley.