Associate Data Practitioner Full Exam Course - CoursesDigest Training

Course Content

Section 1: Data Preparation and Ingestion

1.1 Prepare and process data.

1.2 Extract and load data into appropriate Google Cloud storage systems.

Section 2: Data Analysis and Presentation

2.1 Identify data trends, paerns, and insights by using BigQuery and Jupyter notebooks.

2.2 Visualize data and create dashboards in Looker given business requirements.

Section 3: Data Pipeline Orchestration

2.3 Define, train, evaluate, and use ML models.

3.1 Design and implement simple data pipelines.

Section 4: Data Management

3.2 Schedule, automate, and monitor basic data processing tasks.

4.1 Configure access control and governance.

4.2 Configure lifecycle management.

4.3 Identify high availability and disaster recovery strategies for data in Cloud Storage and Cloud SQL.

4.4 Apply security measures and ensure compliance with data privacy regulations.