Build AI Applications with Azure Database for PostgreSQL AI-3019 Training Plan: Detailed Modules
Module 1: Get started with generative AI in Azure Database for PostgreSQL
- Understand generative AI language models
- Describe the Azure AI extension
- Explore the Azure OpenAI schema
- Review the Azure Cognitive schema
- Examine the Azure Machine Learning schema
- Exercise-Explore the Azure AI extension
Module 2: Enable semantic search in Azure Database for PostgreSQL
- Understand semantic search
- Store vectors in Azure Database for PostgreSQL
- Create embeddings with the Azure AI extension
- Exercise – Generate vector embeddings with Azure OpenAI
- Explore semantic search use cases
- Exercise – Create a search function for a recommendation system
Module 3: Summarize data with Azure AI Services and Azure database for PostgreSQL
- Explain extractive summarization
- Explore abstractive summarization
- Exercise – Perform extractive and abstractive summarization
Module 4: Perform sentiment analysis and opinion mining with Azure Database for PostgreSQL
- Explore sentiment analysis
- Describe opinion mining
- Exercise-Analyze sentiment
Module 5: Extract insights using Azure AI Language and Azure Database for PostgreSQL
- Extract key phrases
- Recognize entities
- Recognize personally identifiable information (PII) entities
- Exercise-Extract insights using the Azure AI Language service
Module 6: Translate Text with Azure AI Translator and Azure Database for PostgreSQL
- Explore the Azure AI Translator Service
- Translate data in Azure Database for PostgreSQL
Module 7: Use Azure Machine Learning for inferencing from Azure Database for PostgreSQL
- Explore Azure Machine Learning
- Invoke Azure Machine Learning models
- Exercise-Perform inference using Azure Machine Learning
Recommended prerequisite knowledge
Before starting this course, you should have experience working with PostgreSQL databases, writing SQL queries, and a general understanding of AI and ML concepts.
Credentials and certification
Features
- Preparatory training for obtaining a Microsoft Applied Skills credential.
- Performance is assessed through an interactive remote lab.
- Duration: 120 minutes
- Cost: $0
Assessment’s technical tasks
- Configure an Azure PostgreSQL environment
- Generate document embeddings
- Implement semantic search
- Apply Retrieval Augmented Generation (RAG)
- Transform and analyze natural language
Eccentrix Corner Articles: Build AI Applications with Azure Database for PostgreSQL AI-3019 Resources
Explore our technical articles on Build AI Applications with Azure Database for PostgreSQL AI-3019 published on Eccentrix Corner. These resources dive deeper into key concepts, share best practices, and provide practical guides to maximize your learning and success. Our experts share real-world insights to help you master building AI applications with Azure Database for PostgreSQL.
Azure Database PostgreSQL AI Apps Training
The Azure Database PostgreSQL AI Apps training is designed for data developers and professionals seeking to master the creation of intelligent applications using Azure Database for PostgreSQL with Azure AI extensions. This hands-on course covers essential concepts such as creating AI-powered applications, integrating Azure AI services into PostgreSQL, and implementing advanced artificial intelligence capabilities in enterprise data solutions.
By participating in this training, professionals will acquire the skills necessary to optimize PostgreSQL-based AI application implementations while ensuring responsible AI practices and robust data architecture.
Why Take This Training?
In a world where artificial intelligence is transforming data management, creating AI applications with intelligent databases has become essential for innovation and competitive advantage. Azure Database for PostgreSQL offers a comprehensive platform of tools to meet modern enterprise AI application needs. This course enables you to understand how to configure, develop, and deploy AI applications using Azure Database for PostgreSQL to ensure high-performance and scalable implementations.
This training will allow you to integrate advanced AI application development practices while maximizing the performance and efficiency of your intelligent data solutions.
Skills Developed During Training
Configuring and Optimizing Azure Database for PostgreSQL
Learn to design and configure Azure Database for PostgreSQL instances tailored to your organization’s AI needs.Developing Intelligent Data Applications
Discover how to create, configure, and integrate artificial intelligence capabilities into PostgreSQL-based applications.Implementing Azure AI Extensions
Learn to define and apply effective Azure AI extensions to enrich your database functionalities.Managing Azure AI and Machine Learning Integration
Explore solutions for integrating Azure AI Services and Azure Machine Learning into your PostgreSQL environments.Monitoring and Optimizing AI Data Performance
Use Azure native tools to monitor AI application performance and diagnose data issues.Ensuring Responsible AI Practices
Integrate Azure AI Content Safety, responsible AI frameworks, and governance for ethical AI data deployment.
Practical, Results-Oriented Training
Led by certified Azure Data and AI experts, this course provides a balance between theory and practice. Through real-world case studies and interactive exercises, you’ll learn to apply your knowledge to solve complex AI application development challenges with PostgreSQL in Azure.
Who Is This Training For?
- Data developers seeking to enhance their Azure Database for PostgreSQL skills
- IT professionals responsible for AI data application architecture and implementation
- Cloud specialists managing Azure database infrastructures
- Anyone interested in developing AI applications with PostgreSQL and responsible AI practices
Optimize Your AI Applications with PostgreSQL
The Build AI Applications with Azure Database for PostgreSQL (AI-3019) training is ideal for developing your skills in creating intelligent data applications and cloud-based PostgreSQL AI solutions. Join us today to learn how to create powerful AI applications and ensure reliable and scalable implementations.
Frequently Asked Questions - Azure Database PostgreSQL AI Development Training (FAQ)
Azure Database for PostgreSQL configuration, AI data application development, Azure AI extensions, Machine Learning integration, and responsible AI implementation.
Basic understanding of PostgreSQL databases and AI concepts is recommended but not mandatory.
Yes, the course features practical labs and real-world scenarios for applying AI application development skills with PostgreSQL.
Azure Database for PostgreSQL, Azure AI Services, Azure Machine Learning, Azure AI Content Safety, and associated data extensions.
Yes, the course emphasizes optimizing AI application performance and efficient intelligent data management.
Absolutely, the training covers enterprise-scale deployment, monitoring, and management of AI applications with PostgreSQL.
