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AWS Associate certification is an intermediate level certification to validate your skills in Amazon Web services. It consists of 3 types of certifications - Solutions Architect Associate, Developer Associate and SysOps Administrator Associate.
AWS Developer Associate is a certification is for individuals who perform coding in programming languages and development on AWS platform.
Take a classroom or online training session on your choice of associate level training - Architecting on AWS, Developing on AWS, Systems Operations on AWS. Supplement your training by reading AWS whitepapers.