Modes of training
Classroom
Virtual
Hybrid
DataBricks
4/5 rating
3
training courses
Elevate your team’s expertise in Databricks with corporate-level training. Tailored content and hands-on practice ensure a comprehensive learning experience, empowering your workforce with the skills needed for scalable data engineering, analytics, and machine learning on the unified Databricks platform.
Ask for more.
Please fill out the form for additional details
We will get back to you by mail or phone
We will get back to you by mail or phone
Advanced Data Engineering with Databricks
Training as per requirement
Training as per requirement
Advanced Data Engineering with Databricks
Incremental Processing with Spark Structured Streaming and Delta Lake
- Streaming Data Concepts
- Introduction to Structured Streaming
- Aggregations, Time Windows, Watermarks
- Delta Live Tables Review
- Auto Loader
Streaming ETL Patterns with DLT
- Data Ingestion Patterns
- Data Quality Enforcement Patterns
- Data Modeling
- Streaming Joins and Statefulness
Data Privacy Patterns
- Store Data Securely
- Streaming Data and CDF
- Deleting Data in Databricks
Performance Optimization with Spark and Delta Lake
- Spark Architecture
- Designing the Foundation
- Introduction of Spark UI
- Fine-Tuning - Choosing the Right Cluster
- Code Optimization
- Shuffles
- Spill
- Skew
- Serialization
SWE Practices for Delta Live Tables Pipelines
Automate Production Workflows
- Introduction to REST API and CLI
- Deploy Batch and Streaming Jobs
- Working with Terraform
Get in touch
Apache Spark™ Programming with Databricks
Training as per requirement
Training as per requirement
Apache Spark™ Programming with Databricks
Day 1
• Spark overview
• Databricks platform overview
• SparkSQL
• DataFrame reader, writer, transformation, and aggregation
• Datetimes
• Complex types
Day 2
• User-defined functions (UDFs) and vectorized UDFs
• Spark internals
• Query optimization
• Partitioning
• Streaming API
• Delta Lake
Get in touch
Data Engineering with Databricks
Training as per requirement
Training as per requirement
Data Engineering with Databricks
Data Ingestion with Delta Lake
Delta Lake and Data Objects
Set Up and Load Delta Tables
Basic Transformations
Load Data Lab
Cleaning Data
Complex Transformations
SQL UDFs
Advanced Delta Lake Features
Manipulate Delta Tables Lab
Deploy Workloads with Databricks Workflows
Introduction to Workflows
Jobs Compute
Scheduling Tasks with the Jobs UI
Workflows Lab
Jobs Features
Explore Scheduling Options
Conditional Tasks and Repairing Runs
Modular Orchestration
Databricks Workflows Best Practices
Build Data Pipelines with Delta Live Tables
The Medallion Architecture
Introduction to Delta Live Tables
Using the Delta Live Tables UI
SQL Pipelines
Python Pipelines
Delta Live Tables Running Modes
Pipeline Results
Pipeline Event Logs
Optional - Land New Data
Data Management and Governance with Unity Catalog
Data Governance Overview
Demo: Populating the Metastore
Lab: Navigating the Metastore
Organization and Access Patterns
Demo: Upgrading Tables to Unity Catalog
Security and Administration in Unity Catalog
Databricks Marketplace Overview
Privileges in Unity Catalog
Demo: Controlling Access to Data
Fine-Grained Access Control
Lab: Migrating and Managing Data in Unity Catalog
Get in touch
What you get with each course
Experienced Trainers
Our trainers have an average experience of 10+ years in the industry.
Pre-assessments
Our Pre-assessments pave the way for comprehensive understanding of your employees.
Tailored Courses
We tailor courses specifically to meet the needs of your organization.
Infrastructure Support
Any Infrastructure support such as virtual labs will be provided by us for an additional cost.
Program Management
We provide complete program management down to the training delivery.
Post Training support
We provide support for all your needs for a period of 10 days after the training.
Let’s transform together.
Transform your workforce with our tailored training. Please fill out the form for more details.