Build AI Apps With Azure Database For PostgreSQL AI3019 in Exeter

Build AI Apps with Azure Database for PostgreSQL AI3019 Course Outline

Module 1: Get Started with Generative AI in Azure Database for PostgreSQL 

• Introduction 
• 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 

• Introduction 
• 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: Summarise Data with Azure AI Services and Azure database for PostgreSQL 

• Introduction 
• Explain Extractive Summarisation 
• Explore Abstractive Summarisation 
• Exercise - Perform Extractive and Abstractive Summarisation 

Module 4: Perform Sentiment Analysis and Opinion Mining with Azure Database for PostgreSQL 

• Introduction 
• Explore Sentiment Analysis 
• Describe Opinion Mining 
• Exercise-Analyse Sentiment 

Module 5: Extract Insights using Azure AI Language and Azure Database for PostgreSQL 

• Introduction 
• Extract Key Phrases 
• Recognise Entities 
• Recognise 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 

• Introduction 
• Explore the Azure AI Translator Service 
• Translate Data in Azure Database for PostgreSQL 
• Exercise-Translate text 

Module 7: Use Azure Machine Learning for Inferencing from Azure Database for PostgreSQL 

• Introduction 
• Explore Azure Machine Learning 
• Invoke Azure Machine Learning models 
• Exercise-Perform inference using Azure Machine Learning 

Who Should Attend this Build AI Apps with Azure Database for PostgreSQL (AI-3019)?

This course is tailored for professionals who aim to deepen their understanding and enhance their skills in integrating AI technologies with Azure's PostgreSQL database. This training is particularly beneficial for:

• Data Scientists
• Database Administrators
• AI Application Developers
• IT Managers
• Software Engineers
• Systems Architects
• Business Intelligence Professionals
• Project Managers

Prerequisites of the Build AI Apps with Azure Database for PostgreSQL (AI-3019)

Delegates should have a foundational understanding of PostgreSQL and basic AI concepts. Prior experience with Microsoft Azure services and familiarity with programming languages like Python or JavaScript is recommended.

Build AI Apps with Azure Database for PostgreSQL AI3019 Course Overview

Build AI Apps with Azure Database for PostgreSQL (AI-3019) is a comprehensive training program designed to empower participants with the expertise to implement and manage AI solutions using Azure Database for PostgreSQL. In this training, organisations can anticipate a marked enhancement in data processing, insight generation, and application development efficiency. For individuals, it offers a thorough understanding of AI applications in database environments, boosting their technical skills and problem-solving abilities. Additionally, this training provides significant career development opportunities by equipping delegates with specialised skills in AI-driven database management and application development.

During this training course, delegates will learn how to effectively utilise Azure AI extensions and machine learning models to optimise database functionalities and business applications. Delegates will participate in hands-on exercises to gain proficiency in generating and applying AI-driven insights directly within Azure Database for PostgreSQL. This training will be delivered by our experienced professionals, who bring a wealth of knowledge and hands-on expertise in AI and database technologies.

Course Objectives

• To understand generative AI language models
• To explore Azure AI and OpenAI schema
• To implement semantic search in database
• To apply data summarisation techniques
• To analyse sentiments and mine opinions
• To extract insights using Azure AI Language
• To translate text using Azure AI services
• To perform machine learning inferencing

Upon completion of this training, delegates will be equipped to effectively deploy AI technologies within their organisational databases. They will have the practical skills to enhance data analytics, improve content management, and automate complex processes using Azure Database for PostgreSQL. Delegates will be able to create and implement semantic search functions, utilise AI for data summarisation and sentiment analysis, and translate content seamlessly across languages.

What’s included in this Build AI Apps with Azure Database for PostgreSQL AI3019 Course?

• World-Class Training Sessions from Experienced Instructors 
• Build AI Apps With Azure Database For PostgreSQL AI3019 Certificate
• Digital Delegate Pack