Absolutely. Everyone can deadlift at any fitness level. What’s most important is considering form and variations when progressing with the deadlift safely. Dumbbell and kettlebell deadlifts are a great option for beginners working towards the barbell.
It’s also worth hiring a coach to properly learn form and technique.