Pure aluminium, most commercial aluminium, the 3000 and most 5000 series alloys cannot be heat treated to increase strength but ALL the structural alloys used in aircraft have a multitude of heat treatments, the vast majority of which are to increase strength.
The attached is from a USN training pub dated 1945 that gives you the basics of the time. 17 is now 2017, 24 is now 2024, 53 is now 5053 and 61 is now 6061. 7075 was just coming into use outside of Japan where it was developed.
Not covered are the many different quenching systems that all produce distinct differences in properties which is why you now find alloys with a heat treat codes like 351. Also not covered are processes like taking annealed alloy, normalizing it then quenching it to -40C before working it instead of working it first then normalizing it.
A modern heat treat primer for aircraft alloys is far longer and very boring even when you need to know the process.