Azure Databricks Training

Iteanz's Azure Databricks Training focuses on mastering the unified, open analytics platform that empowers data engineers, data scientists, and analysts to collaborate at scale. The course covers the complete lifecycle of the Data Intelligence Platform, teaching you to harness Apache Spark for high-performance processing and build a reliable Medallion Architecture using Delta Lake. You will learn to orchestrate complex production workflows with Databricks Jobs, implement automated ETL pipelines via Delta Live Tables, and manage enterprise-grade security through Unity Catalog.

Key areas include scaling big data transformations, optimizing Spark clusters for cost and performance, and streamlining the machine learning lifecycle with MLflow. This hands-on program targets Data Engineers, Data Scientists, and Solution Architects, delivering deep expertise in unified governance, real-time streaming, and high-speed SQL analytics. You will gain job-ready skills in building scalable Lakehouse solutions—integrating seamlessly with the broader Azure ecosystem—to transform massive datasets into actionable, AI-ready insights for modern organizations.

Configure & Manage: Provision Azure Databricks workspaces and optimize Spark clusters for performance and cost.

Master Spark: Use PySpark and Spark SQL for complex data manipulation and large-scale data processing.

Implement Delta Lake: Build reliable Lakehouse architectures using Delta Lake for ACID transactions and data versioning.

Automate Pipelines: Design end-to-end ETL workflows and integrate them with Azure Data Factory.

Stream Real-Time Data: Implement Structured Streaming for real-time analytics and event processing.

Deploy ML Models: Understand the machine learning lifecycle using MLflow within the Databricks environment.

Data Engineers: Looking to migrate or build ETL pipelines on the cloud.

Data Scientists: Needing a collaborative platform for large-scale ML experiments.

Business Analysts: Who want to leverage Spark SQL for high-performance data querying.

IT Professionals: Aiming to transition into Big Data and Cloud Analytics.

Freshers: Graduates with a basic understanding of SQL or Python looking to start a career in Data Engineering.

Evolution of Big Data and Apache Spark.
Databricks vs. HDInsight vs. Synapse Analytics.
Architecture of the Databricks Unified Analytics Platform.
Overview of the Azure Databricks Workspace.

Creating an Azure Databricks Service in the Azure Portal.
Managing Clusters: Standard, High Concurrency, and Single Node.
Cluster Autoscale and Termination policies.
Introduction to Notebooks, Dashboards, and Libraries.

Working with DBFS and mounting Azure Data Lake Storage (ADLS Gen2).
Ingesting data from Azure Blob Storage, SQL Databases, and CSV/JSON/Parquet files.
Connecting to external data sources using Service Principals.

Spark Architecture: Drivers, Executors, and Slots.
Spark RDDs vs. DataFrames vs. Datasets.
Transformations (Narrow vs. Wide) and Actions.
Handling complex data types and performance tuning (Caching, Partitioning).

Introduction to the Medallion Architecture (Bronze, Silver, Gold layers).
ACID transactions and Schema Enforcement.
Time Travel (Data Versioning) and Vacuuming.
Upserts (Merge) and Deletes in Delta Tables.

Introduction to Structured Streaming.
Windowing operations and Watermarking.
Integrating with Azure Event Hubs or Kafka.
Checkpointing for fault tolerance.

Creating and scheduling Databricks Jobs.
Integrating Databricks with Azure Data Factory (ADF).
Monitoring and troubleshooting job failures.
CI/CD pipelines with Azure DevOps and Databricks Repos.

Introduction to MLlib for scalable algorithms.
Tracking experiments and versioning models with MLflow.
Model deployment and serving.

Unity Catalog for centralized data governance.
Access Control Lists (ACLs) for clusters and notebooks.
Managing secrets using Databricks Secret Scopes and Azure Key Vault.

End-to-end data migration project (On-premise to Cloud).
Building a production-ready Medallion pipeline.
Interview Preparation and Mock Exams.

Expert Trainers

Learn from experienced professionals and industry experts with real-world knowledge.

Hands-On Training

Gain practical experience through real-world scenarios, projects, and interactive exercises.

Customizable Corporate Training

Tailored solutions to meet the unique needs of organisations and teams.

Certifications & Assistance

Courses are aligned with international standards and we also help you to prepare for globally recognised certifications.

Global Recognition

Trusted by individuals and enterprises worldwide, with a track record of successful alumni and partnerships.

24 x 7 Expert Support

We have a 24x7 online support team to resolve all your technical queries, through a ticket-based tracking system, for a lifetime.

“The practical, workshop-style learning was brilliant. Moving from notebooks to production-like jobs felt seamless. The Iteanz team created a very supportive environment for asking all my beginner questions.”

Palak Dubey

Data Science Student

“This training provided the perfect strategic view for decision-making. I can now evaluate team skill gaps and plan our Databricks adoption roadmap effectively. The business use-case discussions were particularly insightful.”

Shenaaz Kaur

IT Manager

“The training transformed complex big data concepts into understandable segments. I now confidently discuss pipeline requirements with engineers. The support team's patience and clear explanations made the technical journey less intimidating.”

Gaurav Shukla

Business Analyst

“Focus on Spark SQL optimization and autoloader for incremental data processing was exactly what my projects needed. The trainer's deep dive into cluster configurations and cost management provided immediate operational value for our team.”

Mahendranath Reddy

Senior Data Engineer

Iteanz is providing 100% placement assistance on our key courses. We help you with career counseling, Exams on Key courses, Mock Interviews and Technical Interviews Tips.

Landing an interview proves that you have the job-specific skills for the position, but how do your interview skills stack up? Also, Soft skills are often the most important factor in showing you're the best candidate for the job.

Hence we are conducting FREE TRAINING on Soft-Skills worth Rs-25,000 to all Iteanz students which will help you to attend the interviews with more confidence.

Yes. We arrange a free demo for all the courses either in the Classroom or Live-Online demo. Please fill the demo request form to schedule a free demo.

You will never miss a lecture at myTectra. You can choose either of the two options:

Classroom Training:

If you miss one or a few classes we can give a backup class based on the trainer and your convenient time.
In case you miss many classes, we can reschedule your class with upcoming batches or other running batches based on how many course topics you have completed so far.

Live-Online Training:

View the recorded session of the class available in your LMS.
You can attend the missed session, in any other live batch.

Just give us a CALL at +91-80-468-10331 OR email at info@iteanz.com

Payments can be made using any of the following options and a receipt of the same will be issued to you automatically via email for both classroom training and Online training.

Visa Debit/Credit Card
American Express and Diners Club Card
Master Card
PayPal
Net Banking/Wire Transfer
UPI Payment such as Google Pay, PhonePe, Paytm
Cash/Cheque/DD ( Not for Online Training )

For Individual:

Classroom Training - Bangalore

Live-Online Training - Globally

For Corporates:

Classroom Training - We deliver classroom training for corporate in more than 20 countries. Send us an Enquiry Now!

Online Training - Globally

* All of the classes are conducted live online. They are interactive sessions that enable you to ask questions and participate in discussions during class time. We do, however, provide recordings of each session you attend for your future reference.

Our Trainer’s are chosen not only for their knowledge and expertise but also for their real-time experience in the respective courses.

Placement Assistance

Resume & LinkedIn Profile Building

Exclusive access to Iteanz Job portal

Access to Soft Skill Enhancement

Mock Interview Preparation

One-on-one career guidance

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