Databricks-Certified-Data-Analyst-Associate Exam Questions

Databricks-Certified-Data-Analyst-Associate Exam Topics - You’ll Be Tested On

The Databricks Certified Data Analyst Associate exam is a comprehensive assessment that evaluates your skills and knowledge in data engineering, machine learning, and data analysis. It focuses on your ability to process, model, and visualize data effectively using Databricks' powerful platform. The exam covers a range of topics, providing a well-rounded evaluation of your data analytics expertise. One of the key areas is data engineering, where you'll demonstrate your understanding of data processing and transformation, data quality, and the efficient use of Databricks' tools and libraries. This includes working with structured and semi-structured data, utilizing Delta Lake for reliable and efficient data storage, and implementing data quality checks to ensure accurate analysis. Additionally, the exam assesses your machine learning capabilities, testing your knowledge of various algorithms, model training, and deployment. You'll explore techniques for feature engineering, model selection, and evaluation, ensuring you can build and deploy effective machine learning models on the Databricks platform. Furthermore, the data analysis portion of the exam evaluates your skills in data visualization, reporting, and storytelling. You'll need to showcase your ability to derive meaningful insights from data, create interactive visualizations, and present your findings effectively. This involves leveraging Databricks' interactive notebooks and visualization tools to communicate complex data narratives.