Databricks Certified Data Analyst Associate: 4 Exams - 2026

About this course

"Databricks Certified Data Analyst Associate" is a comprehensive course designed to prepare you for the Databricks Certified Data Analyst Associate Exam. This course covers essential topics related to data analysis, management, SQL querying, data visualization, and machine learning using Databricks and related tools. Whether you're a beginner looking to gain a strong foundation in data analytics or an experienced analyst aiming to enhance your skills, this course provides in-depth knowledge and hands-on practice to succeed in the certification exam.Course Topics Covered:Databricks SQL: Learn how to efficiently query and manipulate large datasets using Databricks SQL. Understand the integration with Databricks notebooks and clusters, enabling seamless handling of complex operations. Master the creation of interactive dashboards for intuitive data exploration.Data Management: Explore the fundamentals of managing data, focusing on DataFrames and Delta Lake. Understand ACID transactions, schema evolution, time travel, versioning, performance tuning, and data quality assurance techniques.SQL for Data Analysis: Strengthen your SQL skills, covering syntax, functions, operators, subqueries, window functions, common table expressions, and views. Learn how to transform and manipulate data effectively using SQL.Data Visualization and Dashboards: Dive into data visualization tools such as Databricks Visualizations, Matplotlib, Seaborn, Plotly, and Bokeh. Discover how to create engaging and informative dashboards, making complex data trends accessible and understandable.Analytics Applications: Delve into machine learning with MLflow, Spark MLlib, Scikit-learn, TensorFlow, and PyTorch. Explore various algorithms, from basic linear regression to advanced neural networks. Understand how to choose the right algorithm and asse