Watch one module per day and complete the assignment at your pace.
Introduction to Databricks Databricks Platform Architecture Databricks for Data Engineering and Data Science Databricks SQL Databricks components |
Databricks cluster basics Platform Architecture, security, and data protection Databricks Data Access Management Databricks Cluster Usage Management Databricks SQL Analytics Administration |
Introduction to Apache Spark Build ETL Pipeline with Databricks for streaming and batch data Implement policies and practices to securely manage data Build Data Quality Audit Framework with Databricks |
Running Databricks Tasks using Amazon Managed Airflow Run and Orchestrate The databricks Tasks Using Data Factory |
Delta Live Tables concepts Development workflow with Delta Live Tables Delta Live Table configurations |
Streaming data with structured streaming Change data feed |
Introduction to MLOps & MLFlow Model Life Cycle Management with MLFlow Getting Started with MLFlow Environment -Feature Engineering with Databricks -Setting up MLFlow project with model repository -Train and deploy the model -Log Model Metrics |
Repos for Git Integration Automated Multi- Environment CI/CD deployment with Devops |
Databricks SQL Analytics Databricks as a data source with Tableau Databricks Direct Query with Power BI Databricks interactive analysis with Qlik |
Delta Lake : Hyperparameter tuning with Hyperopt Access control & secret management Cluster configuration & policies Data governance GDPR and CCPA compliance using Delta Lake |
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He has completed M.E (Network and Internet Engineering) from Karunya University, Coimbatore in the y