MSSQL Server Training: Empower Your Database Skills
Introduction to MSSQL Server
- What is MSSQL Server?
- Editions and Versions of MSSQL Server
- Use Cases and Applications of MSSQL Server
- Importance of MSSQL Server in Data Management
Getting Started with MSSQL Server
- Installation and Configuration of MSSQL Server
- Exploring SQL Server Management Studio (SSMS)
- Connecting to MSSQL Server Instances and Databases
- Overview of MSSQL Server Services and Components
Database Design and Modeling
- Database Design Principles and Best Practices
- Creating Databases and Schemas in MSSQL Server
- Designing Tables and Relationships
- Normalization and Denormalization Techniques
Data Types and Constraints in MSSQL Server
- Understanding Data Types in MSSQL Server
- Implementing Constraints (Primary Key, Foreign Key, Unique, Check)
- Managing Identity Columns and Sequences
- User-Defined Data Types and Tables
Querying Data with Transact-SQL (T-SQL)
- Introduction to Transact-SQL (T-SQL)
- Writing Basic SELECT Queries
- Filtering and Sorting Data
- Working with Joins and Subqueries
Data Manipulation with T-SQL
- Inserting Data into Tables
- Updating and Deleting Data
- Modifying Table Structure (ALTER TABLE)
- Transaction Management (BEGIN TRANSACTION, COMMIT, ROLLBACK)
Advanced T-SQL Concepts
- Aggregating Data with GROUP BY and Aggregate Functions
- Using Window Functions for Analytical Queries
- Common Table Expressions (CTEs) and Recursive Queries
- Dynamic SQL and Parameterized Queries
Indexing and Performance Optimization
- Introduction to Indexes in MSSQL Server
- Creating and Managing Indexes (Clustered, Non-Clustered)
- Query Performance Optimization Techniques
- Database Maintenance and Monitoring Tools
Stored Procedures, Functions, and Triggers
- Creating and Managing Stored Procedures
- Implementing User-Defined Functions (Scalar, Table-Valued)
- Working with Triggers for Data Integrity and Automation
- Debugging and Optimizing T-SQL Code
MSSQL Server Security
- Authentication Modes in MSSQL Server
- Securing MSSQL Server Instances and Databases
- Granting and Revoking Permissions
- Encryption and Auditing Features
High Availability and Disaster Recovery
- Implementing Database Mirroring
- Setting up Log Shipping and Replication
- Configuring AlwaysOn Availability Groups
- Backup and Restore Strategies for High Availability
Integration Services (SSIS) Basics
- Introduction to SQL Server Integration Services (SSIS)
- Creating SSIS Packages in SQL Server Data Tools (SSDT)
- Building Data Flows and Control Flows
- Executing SSIS Packages and Error Handling
Reporting Services (SSRS) Basics
- Introduction to SQL Server Reporting Services (SSRS)
- Designing Basic Reports with Report Builder or SSDT
- Deploying and Managing SSRS Reports
- Using Parameters and Filters in SSRS Reports
Analysis Services (SSAS) Basics
- Introduction to SQL Server Analysis Services (SSAS)
- Creating Multidimensional Cubes and Tabular Models
- Processing SSAS Objects and Data Sources
- Building Basic MDX and DAX Queries
Advanced MSSQL Server Features
- In-Memory OLTP and Columnstore Indexes
- JSON Support in MSSQL Server
- PolyBase for Big Data Integration
- Advanced Analytics with R and Python
SQL Server in Cloud Environments
- Introduction to Azure SQL Database
- Migrating On-Premises Databases to Azure SQL Database
- Implementing SQL Server in Azure Virtual Machines
- Scaling and Managing SQL Server in Azure
MSSQL Server Performance Tuning and Optimization
- Performance Monitoring with SQL Server Profiler and Performance Monitor
- Query Tuning and Execution Plan Analysis
- Using Database Engine Tuning Advisor (DTA)
- Best Practices for Performance Optimization
Security and Compliance in MSSQL Server
- Implementing Transparent Data Encryption (TDE)
- Auditing and Compliance Features in MSSQL Server
- Regulatory Compliance (GDPR, HIPAA) Considerations
- Database Hardening and Security Best Practices
Real-World Projects and Case Studies
- Building OLTP and Data Warehousing Solutions with MSSQL Server
- Developing Business Intelligence Dashboards with SSRS and SSAS
- Implementing ETL Processes with SSIS and MSSQL Server
- Case Studies and Success Stories from Various Industries
MSSQL Server Certification Preparation
- Overview of Microsoft Certified: Azure Data Engineer Associate Exam (DP-300)
- Exam Objectives and Skills Measured
- Study Tips and Resources for MSSQL Server Certification
- Mock Exams and Practice Questions for Exam Preparation
Advanced SSIS Techniques
- Data Cleansing and Data Quality Services in SSIS
- Error Handling and Logging Strategies in SSIS
- Advanced Control Flow Techniques (Containers, Expressions)
- Scripting and Custom Components Development in SSIS
Advanced SSAS Techniques
- Advanced Cube Design Techniques (Partitions, Aggregations)
- Implementing Role-Playing Dimensions and Many-to-Many Relationships
- Working with Advanced MDX and DAX Functions
- Performance Optimization and Tuning in SSAS Cubes
Advanced SSRS Techniques
- Implementing Interactive Reports with Drill-Down and Drill-Through Actions
- Advanced Charting and Visualization Techniques in SSRS
- Custom Report Development with Custom Code and Expressions
- Integrating SSRS Reports with Power BI and SharePoint
Big Data Integration with MSSQL Server
- Introduction to Big Data Technologies (Hadoop, Spark)
- PolyBase for Integrating MSSQL Server with Hadoop and Azure Blob Storage
- Building Real-Time Data Pipelines with MSSQL Server and Apache Kafka
- Processing and Analyzing Big Data with MSSQL Server
DevOps and Automation for MSSQL Server
- Introduction to SQL Server Automation (SQL Agent Jobs, PowerShell)
- Continuous Integration (CI) and Continuous Deployment (CD) with MSSQL Server
- Implementing Infrastructure as Code (IaC) with MSSQL Server
- Monitoring and Alerting Strategies for MSSQL Server Environments
Advanced Performance Tuning and Optimization
- Query Performance Analysis with Execution Plans and Statistics
- Using Database Engine Tuning Advisor (DTA) for Performance Tuning
- Index Optimization Strategies and Techniques
- Monitoring and Tuning Memory, CPU, and Disk I/O Performance
Advanced Security and Compliance
- Transparent Data Encryption (TDE) Best Practices and Implementation
- Dynamic Data Masking and Row-Level Security in MSSQL Server
- Auditing and Compliance Reporting with SQL Server Audit
- Implementing Security Baselines and Hardening MSSQL Server
Advanced Analytics and Machine Learning
- Introduction to SQL Server Machine Learning Services (In-Database ML)
- Building Predictive Models with R and Python in MSSQL Server
- Deploying Machine Learning Models in Production Environments
- Integrating AI and ML into MSSQL Server Data Workflows
Advanced Cloud Integration
- Migrating On-Premises MSSQL Server Databases to Azure SQL Database
- Leveraging Azure SQL Managed Instances for Hybrid Deployments
- Implementing Disaster Recovery and High Availability in Azure
- Monitoring and Managing MSSQL Server in Azure Environment
Real-World Projects and Case Studies
- Designing Scalable Data Warehouses with MSSQL Server
- Developing Real-Time Analytics Solutions with StreamInsight and MSSQL Server
- Implementing IoT Data Processing and Analytics with MSSQL Server
- Case Studies and Success Stories from MSSQL Server Deployments
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