What are the most valuable certifications for building a career in Data Engineering? How do cloud-based certifications like AWS, Google Cloud, and Azure compare in terms of demand and career growth? What beginner-friendly certifications are recommended for those starting in Data Engineering? How do specialized certifications like Databricks or Snowflake add value to a Data Engineer’s skillset? How should one choose the right certification path based on career goals and industry requirements?