Build AI Apps with Azure Database for PostgreSQL AI3019 Course Overview

Course syllabus

Who it’s for

What’s included

FAQs

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
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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.

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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
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Train Your Workforce

Looking for Build AI Apps with Azure Database for PostgreSQL AI3019 Course in-house or onsite training in Charlotte? We specialise in corporate group training and bulk bookings for organisations of all sizes in Charlotte. Our trainers deliver tailored sessions at your premises, online, or hybrid, with best price guarantee, group discounts and flexible scheduling to train your team.

Our Charlotte venue

Includes..

Free Wi-Fi

To make sure you’re always connected we offer completely free and easy to access wi-fi.

Air conditioned

To keep you comfortable during your course we offer a fully air conditioned environment.

Full IT support

IT support is on hand to sort out any unforseen issues that may arise.

Video equipment

This location has full video conferencing equipment.

Charlotte is the biggest city in the state of North Carolina. It is the third fastest growing major city in the United States.  It has an estimated population of 810,000 people. Charlotte is home to the corporate headquarters of Bank of America. Education in the USA is provided by both public and private schools, and is mandatory until the age of 16.  Pupils conducting their schooling within the USA start off at preschool, followed by elementary school, then middle school, before finishing at high school.  At age 18, US citizens are able to engage in higher education.  Higher education in the USA normally comes in the form of a college, undergraduate school, or a community college – that latter of which doesn’t normally cost anything to attend.  Candidates participating in a course at a college will gain credits towards a bachelor’s degree, whilst candidates participating a course at a community college will be earning credits in order to achieve an associate’s degree. The public school system in North Carolina is the second largest system in the state and the 17th largest in the whole of the United States. There is an estimate 150,000 pupils being taught in the 164 public schools of Charlotte. Charlotte is the home of many notable universities. For example Central Piedmont Community College, Charlotte School of Law, Johnson C. Smith University and the University of North Carolina are all based in Charlotte. The University of North Carolina is the biggest in the city with 27,000 students. At The Knowledge Academy we offer over 50,000 classroom based training courses in the United States, including popular locations such as Buffalo.

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Ways to take Build AI Apps with Azure Database for PostgreSQL AI3019 Course in Charlotte

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Experience live, interactive learning from home with The Knowledge Academy's Online Instructor-led Build AI Apps with Azure Database for PostgreSQL AI3019 Course. Engage directly with expert instructors, mirroring the classroom schedule for a comprehensive learning journey. Enjoy the convenience of virtual learning without compromising on the quality of interaction.

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Access Build AI Apps with Azure Database for PostgreSQL AI3019 Course in Charlotte delivered by one of the largest training providers, with scalable instructor-led classes, accessible worldwide.

Master Build AI Apps with Azure Database for PostgreSQL AI3019 Course with a flexible yet structured approach that combines live, expert-led sessions and self-paced study. With Weekly one-to-one tutor support and consistently high pass rates, you’ll receive tailored guidance and achieve real results.

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Join dynamic live sessions featuring discussions, practical activities, and peer collaboration. Learn from Build AI Apps with Azure Database for PostgreSQL AI3019 Course industry experts and reinforce your knowledge with self-paced modules—plus, connect with professionals in your field.

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Gain valuable insight from experienced trainers during live sessions, and revisit course materials anytime to deepen your understanding. This method offers the ideal balance between expert guidance and independent learning.

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Access top-quality training across time zones—anytime, anywhere. Whether at home or on the go, our expert-led sessions and flexible study materials support your goals, and help you on the journey towards the certification.

Learn Build AI Apps with Azure Database for PostgreSQL AI3019 Course through The Knowledge Academy’s Online Self-Paced Learning. This flexible and structured format supports your training goals and enables every professional to build skills with confidence.

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Access Build AI Apps with Azure Database for PostgreSQL AI3019 Course resources 24/7 to maintain steady progress, complete regular assessments or tasks, and upskill effectively alongside work commitments.

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Access Build AI Apps with Azure Database for PostgreSQL AI3019 Course in Charlotte from a trusted global training provider delivering consistent learning to professionals worldwide.

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Package deals for Build AI Apps with Azure Database for PostgreSQL AI3019 Course in Charlotte

Our training experts have compiled a range of course packages on a variety of categories in Build AI Apps with Azure Database for PostgreSQL AI3019 Course, to boost your career. The packages consist of the best possible qualifications with Build AI Apps with Azure Database for PostgreSQL AI3019 Course, and allows you to purchase multiple courses at a discounted rate.

Build AI Apps With Azure Database For PostgreSQL AI3019 in Charlotte FAQs

What is the AI-3019 course about?

This course teaches how to build AI-powered applications using Azure Database for PostgreSQL. It focuses on integrating AI services, machine learning models, and database capabilities to create intelligent and scalable solutions.

Who should take the AI-3019 course?

It is ideal for data scientists, developers, database administrators, IT managers, and software engineers looking to integrate AI into PostgreSQL-based applications.

What skills will I gain from this course?

You will learn to build generative AI apps, perform semantic search, analyze sentiment, summarize data, and integrate machine learning models within PostgreSQL environments.

Does the course include hands-on practice?

Yes, the course includes practical exercises such as generating embeddings, performing sentiment analysis, summarizing data, and applying AI models in real scenarios.

What AI features are covered in this course?

The course covers summarization, sentiment analysis, opinion mining, entity recognition, semantic search, and translation using Azure AI services integrated with PostgreSQL.

How does this course benefit businesses?

It helps organizations improve data processing, automate insights, and build intelligent applications, leading to better decision-making and increased operational efficiency.

What will I be able to do after completing the course?

You will be able to design and deploy AI-driven database solutions, implement semantic search, automate data insights, and enhance applications using Azure AI and PostgreSQL.

Why choose The Knowledge Academy in Charlotte over others?

The Knowledge Academy is recognised as one of the top training provider, offering extensive course offerings, expert instructors, adaptable learning formats, and industry recognition. It's a dependable option for those seeking this certification.

What is the cost/training fees for Build AI Apps with Azure Database for PostgreSQL AI3019 Course in Charlotte?

The training fees for Build AI Apps with Azure Database for PostgreSQL AI3019 Course in Charlotte starts from $3295

Which is the best training institute/provider of Build AI Apps with Azure Database for PostgreSQL AI3019 Course in Charlotte?

The Knowledge Academy is one of the Leading global training provider for Build AI Apps with Azure Database for PostgreSQL AI3019 Course.

What are the best Microsoft Azure Certification courses in Charlotte?

Please see our Microsoft Azure Certification courses available in Charlotte

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