DP-800 Exam Training Course Study Plan
The DP-800 Developing AI-Enabled Database Solutions training course is a structured path for learners who need to design, secure, optimize, deploy, and extend Microsoft SQL database solutions with AI capabilities. The course focuses on SQL Server, Azure SQL, Microsoft Fabric SQL databases, SQL Database Projects, Data API builder, monitoring workflows, embeddings, vector search, hybrid retrieval, and RAG grounding.
This 5-week plan is suitable for first-attempt preparation. It builds exam readiness through domain study, scenario analysis, operational evidence review, and practical rehearsal without promising a passing result.
What This Plan Offers
Coverage of the three DP-800 exam domains: Design and develop database solutions; Secure, optimize, and deploy database solutions; Implement AI capabilities in database solutions.
Daily study tasks tied to the course topics, including SQL object design, security evidence, performance diagnosis, deployment controls, endpoint validation, embedding maintenance, vector search, and RAG workflows.
Pomodoro-based study blocks: 25 minutes of focused study, 5 minutes of break, then a short recall note after each session.
Forgetting Curve reviews: same-day recall, next-day flashcards, 3-day weak-area review, 7-day cumulative review, and final-week mixed practice.
Observable outputs: comparison tables, execution-plan notes, security matrices, SQL project deployment checklists, DAB endpoint maps, vector search evaluation sheets, and RAG grounding logs.
Who This Plan Is For
This plan is for SQL developers, database administrators, data engineers, AI engineers, application developers, and DevSecOps practitioners who need a practical training course for AI-enabled database solutions on Microsoft SQL platforms.
Final Outcome
By the end of the plan, learners should be able to identify the controlling object in DP-800 scenarios, choose the right evidence source, reject symptom-only distractors, and explain the operational reason behind each design, security, deployment, performance, or AI retrieval decision.
Week 1 Study Plan - Database object design and programmability
Primary Objective for the Week:
Use the week to convert each topic into an operational decision pattern: what object owns the behavior, what evidence proves the state, what dependency must be satisfied, and which answer choice is lower priority.
Learning Methodology for the Week:
Use two to four Pomodoro blocks per day. End each day with same-day recall, schedule next-day flashcard review, revisit weak topics after 3 days, and include the week in the 7-day cumulative review.
Day 1 - Design relational, specialized, JSON, and partitioned database objects
Goal: Understand the operational logic of Design relational, specialized, JSON, and partitioned database objects and connect it to DP-800 scenario decisions.
Tasks: Create a topic map that lists the controlling object, first evidence source, likely failure state, and common distractor.
Learning Method: Use one Pomodoro block for reading, one for artifact creation, and one for scenario practice. Verify completion by producing a written note, table, command checklist, diagram, or question explanation.
Day 2 - Implement programmability objects for controlled data access
Goal: Understand the operational logic of Implement programmability objects for controlled data access and connect it to DP-800 scenario decisions.
Tasks: Build a comparison table for related SQL objects, permissions, endpoints, deployment artifacts, or AI retrieval components.
Learning Method: Use one Pomodoro block for reading, one for artifact creation, and one for scenario practice. Verify completion by producing a written note, table, command checklist, diagram, or question explanation.
Day 3 - Design relational, specialized, JSON, and partitioned database objects
Goal: Understand the operational logic of Design relational, specialized, JSON, and partitioned database objects and connect it to DP-800 scenario decisions.
Tasks: Write two scenario drills that ask what should be verified first and what action is lower priority.
Learning Method: Use one Pomodoro block for reading, one for artifact creation, and one for scenario practice. Verify completion by producing a written note, table, command checklist, diagram, or question explanation.
Day 4 - Implement programmability objects for controlled data access
Goal: Understand the operational logic of Implement programmability objects for controlled data access and connect it to DP-800 scenario decisions.
Tasks: Create flashcards for commands, portal evidence, metadata views, platform boundaries, and version-sensitive features.
Learning Method: Use one Pomodoro block for reading, one for artifact creation, and one for scenario practice. Verify completion by producing a written note, table, command checklist, diagram, or question explanation.
Day 5 - Mixed scenario practice for Database object design and programmability
Goal: Understand the operational logic of Mixed scenario practice for Database object design and programmability and connect it to DP-800 scenario decisions.
Tasks: Answer eight mixed questions and explain why each distractor is wrong for the scenario constraint.
Learning Method: Use one Pomodoro block for reading, one for artifact creation, and one for scenario practice. Verify completion by producing a written note, table, command checklist, diagram, or question explanation.
Day 6 - Hands-on evidence rehearsal for Database object design and programmability
Goal: Understand the operational logic of Hands-on evidence rehearsal for Database object design and programmability and connect it to DP-800 scenario decisions.
Tasks: Draft a lab-style evidence log with commands, expected output, telemetry signals, and failure interpretation.
Learning Method: Use one Pomodoro block for reading, one for artifact creation, and one for scenario practice. Verify completion by producing a written note, table, command checklist, diagram, or question explanation.
Day 7 - Weekly consolidation for Database object design and programmability
Goal: Understand the operational logic of Weekly consolidation for Database object design and programmability and connect it to DP-800 scenario decisions.
Tasks: Review weak areas, update the error log, re-answer missed questions, and produce a one-page decision checklist.
Learning Method: Use one Pomodoro block for reading, one for artifact creation, and one for scenario practice. Verify completion by producing a written note, table, command checklist, diagram, or question explanation.
Week 2 Study Plan - Advanced T-SQL and AI-assisted SQL development
Primary Objective for the Week:
Use the week to convert each topic into an operational decision pattern: what object owns the behavior, what evidence proves the state, what dependency must be satisfied, and which answer choice is lower priority.
Learning Methodology for the Week:
Use two to four Pomodoro blocks per day. End each day with same-day recall, schedule next-day flashcard review, revisit weak topics after 3 days, and include the week in the 7-day cumulative review.
Day 1 - Write advanced T-SQL for JSON, regex, fuzzy matching, graph, and analytical queries
Goal: Understand the operational logic of Write advanced T-SQL for JSON, regex, fuzzy matching, graph, and analytical queries and connect it to DP-800 scenario decisions.
Tasks: Create a topic map that lists the controlling object, first evidence source, likely failure state, and common distractor.
Learning Method: Use one Pomodoro block for reading, one for artifact creation, and one for scenario practice. Verify completion by producing a written note, table, command checklist, diagram, or question explanation.
Day 2 - Design SQL solutions with AI-assisted development tools
Goal: Understand the operational logic of Design SQL solutions with AI-assisted development tools and connect it to DP-800 scenario decisions.
Tasks: Build a comparison table for related SQL objects, permissions, endpoints, deployment artifacts, or AI retrieval components.
Learning Method: Use one Pomodoro block for reading, one for artifact creation, and one for scenario practice. Verify completion by producing a written note, table, command checklist, diagram, or question explanation.
Day 3 - Write advanced T-SQL for JSON, regex, fuzzy matching, graph, and analytical queries
Goal: Understand the operational logic of Write advanced T-SQL for JSON, regex, fuzzy matching, graph, and analytical queries and connect it to DP-800 scenario decisions.
Tasks: Write two scenario drills that ask what should be verified first and what action is lower priority.
Learning Method: Use one Pomodoro block for reading, one for artifact creation, and one for scenario practice. Verify completion by producing a written note, table, command checklist, diagram, or question explanation.
Day 4 - Design SQL solutions with AI-assisted development tools
Goal: Understand the operational logic of Design SQL solutions with AI-assisted development tools and connect it to DP-800 scenario decisions.
Tasks: Create flashcards for commands, portal evidence, metadata views, platform boundaries, and version-sensitive features.
Learning Method: Use one Pomodoro block for reading, one for artifact creation, and one for scenario practice. Verify completion by producing a written note, table, command checklist, diagram, or question explanation.
Day 5 - Mixed scenario practice for Advanced T-SQL and AI-assisted SQL development
Goal: Understand the operational logic of Mixed scenario practice for Advanced T-SQL and AI-assisted SQL development and connect it to DP-800 scenario decisions.
Tasks: Answer eight mixed questions and explain why each distractor is wrong for the scenario constraint.
Learning Method: Use one Pomodoro block for reading, one for artifact creation, and one for scenario practice. Verify completion by producing a written note, table, command checklist, diagram, or question explanation.
Day 6 - Hands-on evidence rehearsal for Advanced T-SQL and AI-assisted SQL development
Goal: Understand the operational logic of Hands-on evidence rehearsal for Advanced T-SQL and AI-assisted SQL development and connect it to DP-800 scenario decisions.
Tasks: Draft a lab-style evidence log with commands, expected output, telemetry signals, and failure interpretation.
Learning Method: Use one Pomodoro block for reading, one for artifact creation, and one for scenario practice. Verify completion by producing a written note, table, command checklist, diagram, or question explanation.
Day 7 - Weekly consolidation for Advanced T-SQL and AI-assisted SQL development
Goal: Understand the operational logic of Weekly consolidation for Advanced T-SQL and AI-assisted SQL development and connect it to DP-800 scenario decisions.
Tasks: Review weak areas, update the error log, re-answer missed questions, and produce a one-page decision checklist.
Learning Method: Use one Pomodoro block for reading, one for artifact creation, and one for scenario practice. Verify completion by producing a written note, table, command checklist, diagram, or question explanation.
Week 3 Study Plan - Security, compliance, performance, and concurrency
Primary Objective for the Week:
Use the week to convert each topic into an operational decision pattern: what object owns the behavior, what evidence proves the state, what dependency must be satisfied, and which answer choice is lower priority.
Learning Methodology for the Week:
Use two to four Pomodoro blocks per day. End each day with same-day recall, schedule next-day flashcard review, revisit weak topics after 3 days, and include the week in the 7-day cumulative review.
Day 1 - Implement SQL security, compliance, and endpoint protection
Goal: Understand the operational logic of Implement SQL security, compliance, and endpoint protection and connect it to DP-800 scenario decisions.
Tasks: Create a topic map that lists the controlling object, first evidence source, likely failure state, and common distractor.
Learning Method: Use one Pomodoro block for reading, one for artifact creation, and one for scenario practice. Verify completion by producing a written note, table, command checklist, diagram, or question explanation.
Day 2 - Optimize SQL performance and concurrency under production load
Goal: Understand the operational logic of Optimize SQL performance and concurrency under production load and connect it to DP-800 scenario decisions.
Tasks: Build a comparison table for related SQL objects, permissions, endpoints, deployment artifacts, or AI retrieval components.
Learning Method: Use one Pomodoro block for reading, one for artifact creation, and one for scenario practice. Verify completion by producing a written note, table, command checklist, diagram, or question explanation.
Day 3 - Implement SQL security, compliance, and endpoint protection
Goal: Understand the operational logic of Implement SQL security, compliance, and endpoint protection and connect it to DP-800 scenario decisions.
Tasks: Write two scenario drills that ask what should be verified first and what action is lower priority.
Learning Method: Use one Pomodoro block for reading, one for artifact creation, and one for scenario practice. Verify completion by producing a written note, table, command checklist, diagram, or question explanation.
Day 4 - Optimize SQL performance and concurrency under production load
Goal: Understand the operational logic of Optimize SQL performance and concurrency under production load and connect it to DP-800 scenario decisions.
Tasks: Create flashcards for commands, portal evidence, metadata views, platform boundaries, and version-sensitive features.
Learning Method: Use one Pomodoro block for reading, one for artifact creation, and one for scenario practice. Verify completion by producing a written note, table, command checklist, diagram, or question explanation.
Day 5 - Mixed scenario practice for Security, compliance, performance, and concurrency
Goal: Understand the operational logic of Mixed scenario practice for Security, compliance, performance, and concurrency and connect it to DP-800 scenario decisions.
Tasks: Answer eight mixed questions and explain why each distractor is wrong for the scenario constraint.
Learning Method: Use one Pomodoro block for reading, one for artifact creation, and one for scenario practice. Verify completion by producing a written note, table, command checklist, diagram, or question explanation.
Day 6 - Hands-on evidence rehearsal for Security, compliance, performance, and concurrency
Goal: Understand the operational logic of Hands-on evidence rehearsal for Security, compliance, performance, and concurrency and connect it to DP-800 scenario decisions.
Tasks: Draft a lab-style evidence log with commands, expected output, telemetry signals, and failure interpretation.
Learning Method: Use one Pomodoro block for reading, one for artifact creation, and one for scenario practice. Verify completion by producing a written note, table, command checklist, diagram, or question explanation.
Day 7 - Weekly consolidation for Security, compliance, performance, and concurrency
Goal: Understand the operational logic of Weekly consolidation for Security, compliance, performance, and concurrency and connect it to DP-800 scenario decisions.
Tasks: Review weak areas, update the error log, re-answer missed questions, and produce a one-page decision checklist.
Learning Method: Use one Pomodoro block for reading, one for artifact creation, and one for scenario practice. Verify completion by producing a written note, table, command checklist, diagram, or question explanation.
Week 4 Study Plan - SQL Database Projects, Data API builder, monitoring, and change workflows
Primary Objective for the Week:
Use the week to convert each topic into an operational decision pattern: what object owns the behavior, what evidence proves the state, what dependency must be satisfied, and which answer choice is lower priority.
Learning Methodology for the Week:
Use two to four Pomodoro blocks per day. End each day with same-day recall, schedule next-day flashcard review, revisit weak topics after 3 days, and include the week in the 7-day cumulative review.
Day 1 - Implement CI/CD with SQL Database Projects
Goal: Understand the operational logic of Implement CI/CD with SQL Database Projects and connect it to DP-800 scenario decisions.
Tasks: Create a topic map that lists the controlling object, first evidence source, likely failure state, and common distractor.
Learning Method: Use one Pomodoro block for reading, one for artifact creation, and one for scenario practice. Verify completion by producing a written note, table, command checklist, diagram, or question explanation.
Day 2 - Integrate SQL solutions with Data API builder, Azure Monitor, and change workflows
Goal: Understand the operational logic of Integrate SQL solutions with Data API builder, Azure Monitor, and change workflows and connect it to DP-800 scenario decisions.
Tasks: Build a comparison table for related SQL objects, permissions, endpoints, deployment artifacts, or AI retrieval components.
Learning Method: Use one Pomodoro block for reading, one for artifact creation, and one for scenario practice. Verify completion by producing a written note, table, command checklist, diagram, or question explanation.
Day 3 - Implement CI/CD with SQL Database Projects
Goal: Understand the operational logic of Implement CI/CD with SQL Database Projects and connect it to DP-800 scenario decisions.
Tasks: Write two scenario drills that ask what should be verified first and what action is lower priority.
Learning Method: Use one Pomodoro block for reading, one for artifact creation, and one for scenario practice. Verify completion by producing a written note, table, command checklist, diagram, or question explanation.
Day 4 - Integrate SQL solutions with Data API builder, Azure Monitor, and change workflows
Goal: Understand the operational logic of Integrate SQL solutions with Data API builder, Azure Monitor, and change workflows and connect it to DP-800 scenario decisions.
Tasks: Create flashcards for commands, portal evidence, metadata views, platform boundaries, and version-sensitive features.
Learning Method: Use one Pomodoro block for reading, one for artifact creation, and one for scenario practice. Verify completion by producing a written note, table, command checklist, diagram, or question explanation.
Day 5 - Mixed scenario practice for SQL Database Projects, Data API builder, monitoring, and change workflows
Goal: Understand the operational logic of Mixed scenario practice for SQL Database Projects, Data API builder, monitoring, and change workflows and connect it to DP-800 scenario decisions.
Tasks: Answer eight mixed questions and explain why each distractor is wrong for the scenario constraint.
Learning Method: Use one Pomodoro block for reading, one for artifact creation, and one for scenario practice. Verify completion by producing a written note, table, command checklist, diagram, or question explanation.
Day 6 - Hands-on evidence rehearsal for SQL Database Projects, Data API builder, monitoring, and change workflows
Goal: Understand the operational logic of Hands-on evidence rehearsal for SQL Database Projects, Data API builder, monitoring, and change workflows and connect it to DP-800 scenario decisions.
Tasks: Draft a lab-style evidence log with commands, expected output, telemetry signals, and failure interpretation.
Learning Method: Use one Pomodoro block for reading, one for artifact creation, and one for scenario practice. Verify completion by producing a written note, table, command checklist, diagram, or question explanation.
Day 7 - Weekly consolidation for SQL Database Projects, Data API builder, monitoring, and change workflows
Goal: Understand the operational logic of Weekly consolidation for SQL Database Projects, Data API builder, monitoring, and change workflows and connect it to DP-800 scenario decisions.
Tasks: Review weak areas, update the error log, re-answer missed questions, and produce a one-page decision checklist.
Learning Method: Use one Pomodoro block for reading, one for artifact creation, and one for scenario practice. Verify completion by producing a written note, table, command checklist, diagram, or question explanation.
Week 5 Study Plan - External models, embeddings, vector search, hybrid ranking, and RAG
Primary Objective for the Week:
Use the week to convert each topic into an operational decision pattern: what object owns the behavior, what evidence proves the state, what dependency must be satisfied, and which answer choice is lower priority.
Learning Methodology for the Week:
Use two to four Pomodoro blocks per day. End each day with same-day recall, schedule next-day flashcard review, revisit weak topics after 3 days, and include the week in the 7-day cumulative review.
Day 1 - Design external models, embedding columns, chunks, and maintenance workflows
Goal: Understand the operational logic of Design external models, embedding columns, chunks, and maintenance workflows and connect it to DP-800 scenario decisions.
Tasks: Create a topic map that lists the controlling object, first evidence source, likely failure state, and common distractor.
Learning Method: Use one Pomodoro block for reading, one for artifact creation, and one for scenario practice. Verify completion by producing a written note, table, command checklist, diagram, or question explanation.
Day 2 - Implement full-text, vector, semantic, and hybrid search
Goal: Understand the operational logic of Implement full-text, vector, semantic, and hybrid search and connect it to DP-800 scenario decisions.
Tasks: Build a comparison table for related SQL objects, permissions, endpoints, deployment artifacts, or AI retrieval components.
Learning Method: Use one Pomodoro block for reading, one for artifact creation, and one for scenario practice. Verify completion by producing a written note, table, command checklist, diagram, or question explanation.
Day 3 - Evaluate vector search performance, ANN/ENN behavior, metrics, and reciprocal rank fusion
Goal: Understand the operational logic of Evaluate vector search performance, ANN/ENN behavior, metrics, and reciprocal rank fusion and connect it to DP-800 scenario decisions.
Tasks: Write two scenario drills that ask what should be verified first and what action is lower priority.
Learning Method: Use one Pomodoro block for reading, one for artifact creation, and one for scenario practice. Verify completion by producing a written note, table, command checklist, diagram, or question explanation.
Day 4 - Build retrieval-augmented generation from SQL data
Goal: Understand the operational logic of Build retrieval-augmented generation from SQL data and connect it to DP-800 scenario decisions.
Tasks: Create flashcards for commands, portal evidence, metadata views, platform boundaries, and version-sensitive features.
Learning Method: Use one Pomodoro block for reading, one for artifact creation, and one for scenario practice. Verify completion by producing a written note, table, command checklist, diagram, or question explanation.
Day 5 - Mixed scenario practice for External models, embeddings, vector search, hybrid ranking, and RAG
Goal: Understand the operational logic of Mixed scenario practice for External models, embeddings, vector search, hybrid ranking, and RAG and connect it to DP-800 scenario decisions.
Tasks: Answer eight mixed questions and explain why each distractor is wrong for the scenario constraint.
Learning Method: Use one Pomodoro block for reading, one for artifact creation, and one for scenario practice. Verify completion by producing a written note, table, command checklist, diagram, or question explanation.
Day 6 - Hands-on evidence rehearsal for External models, embeddings, vector search, hybrid ranking, and RAG
Goal: Understand the operational logic of Hands-on evidence rehearsal for External models, embeddings, vector search, hybrid ranking, and RAG and connect it to DP-800 scenario decisions.
Tasks: Draft a lab-style evidence log with commands, expected output, telemetry signals, and failure interpretation.
Learning Method: Use one Pomodoro block for reading, one for artifact creation, and one for scenario practice. Verify completion by producing a written note, table, command checklist, diagram, or question explanation.
Day 7 - Weekly consolidation for External models, embeddings, vector search, hybrid ranking, and RAG
Goal: Understand the operational logic of Weekly consolidation for External models, embeddings, vector search, hybrid ranking, and RAG and connect it to DP-800 scenario decisions.
Tasks: Review weak areas, update the error log, re-answer missed questions, and produce a one-page decision checklist.
Learning Method: Use one Pomodoro block for reading, one for artifact creation, and one for scenario practice. Verify completion by producing a written note, table, command checklist, diagram, or question explanation.