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Databricks SQL: Delta Lake & Dashboards Intermediate

Data Analysis with Databricks SQL - Extended equips data analysts and analytics engineers with advanced skills in Databricks SQL to solve real-world data challenges. It covers data ingestion, Delta Lake commands, Medallion architecture, and interactive dashboard creation, addressing the growing need for cloud data proficiency. With over 10,000 Databricks Certified Data Analyst Associates globally, demand for certified talent continues to rise.

This course prepares learners for the Databricks Certified Data Analyst Associate exam, with Koenig’s Guaranteed-to-Run schedules ensuring timely access. Featuring 30-day lab access and official vendor-authorized content, it empowers professionals to build secure, scalable analytics solutions and advance into senior data roles.

24 Hours (3 Days)
Live Online / Classroom
18+ professionals trained

Training Formats & Pricing

1-on-1 USD 1,450
Dedicated instructor, your schedule Fastest
Public Batch USD 1,150
Group class, fixed schedule Most Popular
Self-Paced USD 199
Recorded sessions, learn anytime Best Value

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Course Overview

Data Analysis with Databricks SQL - Extended, a Koenig Original course, provides comprehensive training for IT professionals aiming to master data analysis using Databricks SQL. This course is specifically designed to prepare candidates for the Databricks Certified Data Analyst Associate exam, catering to roles such as Data Analyst, BI Analyst, and Analytics Engineer. With the demand for Databricks skills growing by over 30% year-over-year and more than 1,900 active job postings in the US market alone, this training equips learners with in-demand expertise recognized by Fortune 500 companies and tech leaders. The curriculum covers core competencies including Medallion architecture, Databricks Workspace, and Unity Catalog, ensuring participants gain both foundational and advanced skills essential for modern data platforms.

The course immerses students in hands-on learning using key technologies such as Databricks SQL, Delta Lake, Unity Catalog, and Databricks Jobs. Participants work within the Databricks interactive environment to build real-world data solutions, including creating and managing tables, views, and permanent data structures through SQL queries. A major component of the training involves constructing interactive dashboards and visualizations, configuring data alerts, and executing data ingestion workflows using Auto Loader and Delta Sharing. Students complete a final lab assessment where they design and implement an end-to-end analytical pipeline, from ingesting raw data to producing actionable insights through dashboards, simulating actual enterprise use cases.

By completing Data Analysis with Databricks SQL - Extended from Koenig Solutions, learners are thoroughly prepared for the Databricks Certified Data Analyst Associate certification, a credential with industry-wide recognition and linked to a median annual salary of $112,590 according to U.S. Bureau of Labor Statistics. Koenig enhances learning with its Guaranteed-to-Run schedule and access to official courseware, ensuring reliable and high-quality training delivery. Graduates gain the practical and theoretical expertise needed to advance into roles such as Data Analyst or Analytics Engineer, positioning them for immediate impact in organizations leveraging the Databricks Data Intelligence Platform for AI and business intelligence.

What You'll Learn

Configure Databricks SQL queries and dashboards to reduce reporting latency by 30 percent
Implement Medallion architecture on Databricks to improve data quality and accessibility across organizational layers
Manage Delta Lake tables within Databricks to ensure 99.9 percent data reliability and high-performance storage
Implement RBAC policies using Unity Catalog to secure sensitive data and ensure regulatory compliance
Automate data pipelines using Databricks Jobs to reduce manual intervention by 50 percent
Optimize SQL warehouses in Databricks to boost query performance by 25 percent while reducing compute costs

Skills You'll Gain

Databricks SQL Delta Lake Unity Catalog Databricks Workspace Medallion Architecture SQL Queries Data Ingestion Data Visualization Interactive Dashboards Databricks Jobs Query Optimization Databricks Photon Delta Sharing Auto Loader S3 Ingestion Genie Code Query Insights

Prerequisites

Recommended knowledge before taking this course
  • Proficiency in SQL for data analysis, including writing SELECT statements with WHERE, GROUP BY, and aggregate functions.
  • Familiarity with data formats such as CSV, JSON, TXT, and Parquet.
  • Basic understanding of the Databricks Workspace UI, including navigation and notebook usage.
  • Knowledge of data creation, storage, and management on data platforms.
  • Foundational familiarity with Unity Catalog, including the three-level namespace of catalog, schema, and table.
  • Experience in creating and interpreting business intelligence dashboards.
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Certification Exam

Everything you need to know about the Databricks SQL: Delta Lake & Dashboards certification exam

Exam Details
Exam Name
Format
Multiple choice, labs & case studies
Questions
Duration
Passing Score
Validity
Retake Policy
Candidates must wait 14 days between attempts; no limit on number of attempts specified, but must pay $200 per attempt
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Databricks SQL: Delta Lake & Dashboards

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Course Curriculum

Structured learning with hands-on labs and real-world scenarios

1
Day 1– Mastering Databricks SQL Fundamentals
Databricks Platform Architecture Overview Core Databricks SQL Capabilities Efficient Databricks Workspace Navigation Lakehouse Architecture Design Principles Table Creation and Management Views and Temporary Tables Usage Delta Lake Storage Fundamentals ACID Transaction Implementation Details
2
Day 2– Data Management and Ingestion Workflows
Medallion Architecture Design Patterns Bronze, Silver, Gold Layer Implementation Scalable Data Ingestion Techniques Auto Loader for Automated Ingestion Structured Streaming Data Basics Delta Table Maintenance Strategies Schema Evolution and Enforcement Performance Optimization via Data Skipping
3
Day 3– Advanced Analytics and Visualization Mastery
Interactive Dashboard Development Techniques Databricks SQL Visualization Best Practices Advanced Spark SQL Querying Methods ETL Pipelines via Databricks Notebooks Custom UDF Development and Deployment Automated Data Validation Workflows Data Cleaning and Deduplication Tactics SQL Warehouse Provisioning and Scaling

What's Included in Your Training

Every enrollment comes packed with resources to maximise your learning and exam success

Career Outcomes

78%

of Databricks SQL: Delta Lake & Dashboards certified professionals report career advancement within 6 months

Salary Impact

+22%

Average salary increase reported after obtaining the Databricks SQL: Delta Lake & Dashboards certification

Typical Salary Range (Global)
Entry$90,000–$115,000
Mid$115,000–$145,000
Senior$145,000–$180,000

*Source: Glassdoor / LinkedIn 2025

Job Roles

6
  • Data Analyst
  • SQL Data Engineer
  • Business Intelligence Analyst
  • Data Analytics Consultant
  • Analytics Engineer
  • Databricks SQL Developer

Companies Hiring

5,000+
Microsoft Amazon Google Cloud Accenture Deloitte Infosys Goldman Sachs JPMorgan Chase Capgemini Databricks

and 5,000+ organizations worldwide seeking Databricks SQL: Delta Lake & Dashboards certified professionals

Real Transformations

Course Student Reviews

Real results from IT professionals who trained with Koenig — rated 4.9/5 from 18,400+ verified reviews.

18,400+
Verified Reviews
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    “I trained 15 of my team members for SC-200. Koenig's on-site delivery was seamless and all 15 passed within 3 months.”

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    Carlos R.

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    AZ-400 Team Training ✓ Verified
  • ★★★★★

    “Passed AZ-104 on first attempt. The MCT knew the exact exam patterns and the labs were exactly what Microsoft tests. Worth every penny.”

    Rahul M.

    Rahul M.

    Azure Administrator

    AZ-104 Certified ✓ Verified
  • ★★★★★

    “I trained 15 of my team members for SC-200. Koenig's on-site delivery was seamless and all 15 passed within 3 months.”

    Sarah K.

    Sarah K.

    CISO, Financial Services

    Enterprise Client ✓ Verified
  • ★★★★★

    “The 1-on-1 format was a game changer. My trainer adjusted the pace to my schedule and I cleared PL-300 while working full-time.”

    Ahmed R.

    Ahmed R.

    Business Intelligence Lead

    PL-300 Certified ✓ Verified
  • ★★★★★

    “From AZ-900 to AZ-305 in 6 months. Koenig's structured roadmap and MCT mentoring made the expert level achievable.”

    Priya S.

    Priya S.

    Cloud Solutions Architect

    AZ-305 Expert ✓ Verified
  • ★★★★★

    “As an L&D head I've used 5 training vendors. Koenig's MCT quality, MOC materials, and ESI compliance is in a different league.”

    James T.

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    Head of L&D, UK Enterprise

    100+ Learners Trained ✓ Verified
  • ★★★★★

    “SC-900 and SC-300 back to back — both cleared first try. The security curriculum at Koenig is incredibly thorough and up to date.”

    Aisha N.

    Aisha N.

    Security Analyst

    SC-300 Certified ✓ Verified
  • ★★★★★

    “AI-102 was daunting but the trainer broke it down perfectly. Real Azure OpenAI labs made the difference. Highly recommend.”

    David L.

    David L.

    AI Engineer

    AI-102 Certified ✓ Verified
  • ★★★★★

    “DP-600 Fabric certification done in 3 weeks of part-time study. The customised schedule around my timezone was a lifesaver.”

    Mei W.

    Mei W.

    Data Platform Engineer

    DP-600 Certified ✓ Verified
  • ★★★★★

    “Our whole DevOps team got AZ-400 certified through Koenig's corporate training. Smooth logistics and top-tier MCTs throughout.”

    Carlos R.

    Carlos R.

    Engineering Manager

    AZ-400 Team Training ✓ Verified
  • ★★★★★

    “Passed AZ-104 on first attempt. The MCT knew the exact exam patterns and the labs were exactly what Microsoft tests. Worth every penny.”

    Rahul M.

    Rahul M.

    Azure Administrator

    AZ-104 Certified ✓ Verified
  • ★★★★★

    “I trained 15 of my team members for SC-200. Koenig's on-site delivery was seamless and all 15 passed within 3 months.”

    Sarah K.

    Sarah K.

    CISO, Financial Services

    Enterprise Client ✓ Verified
  • ★★★★★

    “The 1-on-1 format was a game changer. My trainer adjusted the pace to my schedule and I cleared PL-300 while working full-time.”

    Ahmed R.

    Ahmed R.

    Business Intelligence Lead

    PL-300 Certified ✓ Verified
  • ★★★★★

    “Passed AZ-104 on first attempt. The MCT knew the exact exam patterns and the labs were exactly what Microsoft tests. Worth every penny.”

    Rahul M.

    Rahul M.

    Azure Administrator

    AZ-104 Certified ✓ Verified
  • ★★★★★

    “I trained 15 of my team members for SC-200. Koenig's on-site delivery was seamless and all 15 passed within 3 months.”

    Sarah K.

    Sarah K.

    CISO, Financial Services

    Enterprise Client ✓ Verified
  • ★★★★★

    “The 1-on-1 format was a game changer. My trainer adjusted the pace to my schedule and I cleared PL-300 while working full-time.”

    Ahmed R.

    Ahmed R.

    Business Intelligence Lead

    PL-300 Certified ✓ Verified
  • ★★★★★

    “From AZ-900 to AZ-305 in 6 months. Koenig's structured roadmap and MCT mentoring made the expert level achievable.”

    Priya S.

    Priya S.

    Cloud Solutions Architect

    AZ-305 Expert ✓ Verified
  • ★★★★★

    “As an L&D head I've used 5 training vendors. Koenig's MCT quality, MOC materials, and ESI compliance is in a different league.”

    James T.

    James T.

    Head of L&D, UK Enterprise

    100+ Learners Trained ✓ Verified
  • ★★★★★

    “SC-900 and SC-300 back to back — both cleared first try. The security curriculum at Koenig is incredibly thorough and up to date.”

    Aisha N.

    Aisha N.

    Security Analyst

    SC-300 Certified ✓ Verified
  • ★★★★★

    “From AZ-900 to AZ-305 in 6 months. Koenig's structured roadmap and MCT mentoring made the expert level achievable.”

    Priya S.

    Priya S.

    Cloud Solutions Architect

    AZ-305 Expert ✓ Verified
  • ★★★★★

    “As an L&D head I've used 5 training vendors. Koenig's MCT quality, MOC materials, and ESI compliance is in a different league.”

    James T.

    James T.

    Head of L&D, UK Enterprise

    100+ Learners Trained ✓ Verified
  • ★★★★★

    “SC-900 and SC-300 back to back — both cleared first try. The security curriculum at Koenig is incredibly thorough and up to date.”

    Aisha N.

    Aisha N.

    Security Analyst

    SC-300 Certified ✓ Verified
  • ★★★★★

    “AI-102 was daunting but the trainer broke it down perfectly. Real Azure OpenAI labs made the difference. Highly recommend.”

    David L.

    David L.

    AI Engineer

    AI-102 Certified ✓ Verified
  • ★★★★★

    “DP-600 Fabric certification done in 3 weeks of part-time study. The customised schedule around my timezone was a lifesaver.”

    Mei W.

    Mei W.

    Data Platform Engineer

    DP-600 Certified ✓ Verified
  • ★★★★★

    “Our whole DevOps team got AZ-400 certified through Koenig's corporate training. Smooth logistics and top-tier MCTs throughout.”

    Carlos R.

    Carlos R.

    Engineering Manager

    AZ-400 Team Training ✓ Verified
  • ★★★★★

    “AI-102 was daunting but the trainer broke it down perfectly. Real Azure OpenAI labs made the difference. Highly recommend.”

    David L.

    David L.

    AI Engineer

    AI-102 Certified ✓ Verified
  • ★★★★★

    “DP-600 Fabric certification done in 3 weeks of part-time study. The customised schedule around my timezone was a lifesaver.”

    Mei W.

    Mei W.

    Data Platform Engineer

    DP-600 Certified ✓ Verified
  • ★★★★★

    “Our whole DevOps team got AZ-400 certified through Koenig's corporate training. Smooth logistics and top-tier MCTs throughout.”

    Carlos R.

    Carlos R.

    Engineering Manager

    AZ-400 Team Training ✓ Verified

Frequently Asked Questions

Everything you need to know about the Databricks SQL: Delta Lake & Dashboards training course

Is the Databricks certification exam included in the course fee for Data Analysis with Databricks SQL - Extended?
The Databricks certification exam is not included in the base course fee; it costs $200 USD separately. Koenig Solutions offers the exam voucher as an optional add-on for candidates pursuing the Databricks Certified Data Analyst Associate certification.
What training formats are available for Data Analysis with Databricks SQL - Extended, and does Koenig offer Guaranteed-to-Run scheduling?
Koenig offers Data Analysis with Databricks SQL - Extended in live online 1-on-1, public instructor-led, and self-paced Flexi Video formats, all with Guaranteed-to-Run scheduling, ensuring courses proceed as planned without cancellation due to minimum enrollment thresholds.
How long is lab access provided for Data Analysis with Databricks SQL - Extended, and what environment is used?
Lab access for Data Analysis with Databricks SQL - Extended is provided for 30 days post-course completion using a cloud-based Databricks workspace sandbox, enabling hands-on practice with Delta Lake, SQL queries, and dashboard creation in a secure, vendor-hosted environment.
What is Koenig Solutions' rescheduling and cancellation policy for this course?
Koenig allows free rescheduling of Data Analysis with Databricks SQL - Extended with at least 7 days' notice; cancellations made within 7 days incur a 15% fee, while those within 24 hours are charged 50% of the total fee, per standard training policies.
How many questions are on the Databricks Certified Data Analyst Associate exam, what is the format, and what score is needed to pass?
The Databricks Certified Data Analyst Associate exam consists of 45 scored multiple-choice questions with a 90-minute time limit; the passing score is not publicly disclosed, and results are reported as pass/fail based on a scaled scoring model determined by Databricks.
How long is the Databricks Certified Data Analyst Associate certification valid, and what is the renewal process?
The Databricks Certified Data Analyst Associate certification is valid for 2 years; renewal requires retaking and passing the current version of the exam at a cost of $200 USD, with no separate recertification exam or grace period offered by Databricks.
What post-training support does Koenig provide after completing Data Analysis with Databricks SQL - Extended?
Koenig provides 30 days of post-training mentor access, free retake of the same course within 6 months, and access to exclusive community forums for Data Analysis with Databricks SQL - Extended graduates to support continued learning and certification preparation.
What are the recommended prerequisites for enrolling in Data Analysis with Databricks SQL - Extended?
The recommended prerequisites for Data Analysis with Databricks SQL - Extended include basic SQL knowledge and familiarity with cloud platforms; Databricks recommends six months of hands-on experience in data analysis, though no formal prerequisite is required for course enrollment.
What is the average salary impact for professionals certified in Databricks Data Analysis?
Professionals with Databricks Certified Data Analyst Associate credentials report average salaries of $95,000–$130,000 in the U.S., with a 15–20% premium over non-certified peers, particularly in cloud analytics and data engineering roles.
How does Koenig's Data Analysis with Databricks SQL - Extended compare to self-study for certification preparation?
Koenig's course includes structured 24-hour live training, hands-on labs, and expert mentorship, resulting in a 92% exam pass rate compared to 60% for self-study candidates, significantly improving certification success and practical skill retention.
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