COURSES REQUIRED

CUSTOMER ACADEMY ENROLLMENT LINKS

LEARNING PATHWAY 1: ASSOCIATE DATA ENGINEERING

Please complete the following 4 modules from the Data Engineer Learning Plan:

1. Data Ingestion with Lakeflow Connect
2. Deploy Workloads with Lakeflow Jobs
3. Build Data Pipelines with Lakeflow Declarative Pipelines
4. Data Management and Governance with Unity Catalog

LEARNING PATHWAY 2: PROFESSIONAL DATA ENGINEERING

Please complete the following 4 modules from the Data Engineer Learning Plan:

1. Databricks Streaming and Lakeflow Declarative Pipelines
2. Databricks Data Privacy
3. Databricks Performance Optimisation
4. Automated Deployment with Databricks Asset Bundles

LEARNING PATHWAY 3: DATA ANALYSTS

Please complete the following 2 modules from the Data Analyst Learning Plan:

1. AI/BI for Data Analysts
2. SQL Analytics on Databricks

LEARNING PATHWAY 4: ASSOCIATE ML PRACTITIONERS

Please complete the following 4 modules from the Machine Learning Practitioner Learning Plan:

1. Data Preparation for Machine Learning
2. Machine Learning Model Development
3. Machine Learning Model Deployment
4. Machine Learning Operations

LEARNING PATHWAY 5: PROFESSIONAL ML PRACTITIONERS

Please complete the following 2 modules from the Machine Learning Practitioner Learning Plan:

1. Advanced Machine Learning Operations
2. Machine Learning at Scale

LEARNING PATHWAY 6:  GENERATIVE AI ENGINEERING

Please complete the following 4 modules from the Generative AI Engineering  Learning Plan:

1. Generative AI Solution Development
2. Generative AI Application Development
3. Generative AI Application Evaluation and Governance 
4. Generative AI Application Deployment and Monitoring

LEARNING PATHWAY 7:  APACHE SPARK DEVELOPER

Please complete the following 4 modules from the Apache Spark™ Developer Learning Plan:

1. Introduction to Apache Spark™
2. Developing Applications with Apache Spark™
3. Stream Processing and Analytics with Apache Spark™
4. Monitoring and Optimizing Apache Spark™ Workloads on Databricks

LEARNING PATHWAY 8:  DATA WAREHOUSING PRACTITIONER

Please complete the following 2 modules from the Data Warehousing Practitioner Learning Plan:

1. Data Warehousing with Databricks
2. SQL Programming and Procedural Logic in Databricks