Build AI Apps with Azure Database for PostgreSQL AI3019 Course Overview

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

Show moredowndown

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.

Show moredowndown

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

Why choose us

Ways to take this course

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.

live-classes

Live classes

Join a scheduled class with a live instructor and other delegates.

interactive

Interactive

Engage in activities, and communicate with your trainer and peers.

best-trainers

Global Pool of the Best Trainers

We handpick from a global pool of expert trainers for our Online Instructor-led courses.

enterprise

Expertise

With 10+ years of quality, instructor-led training, we equip professionals with lasting skills for success.

global

Global Reach

With classes running in all timezones, access any of our courses and course material from anywhere, anytime.

Unlock your potential with The Knowledge Academy's Build AI Apps with Azure Database for PostgreSQL AI3019 Course, accessible anytime, anywhere on any device. Enjoy 90 days of online course access, extendable upon request, and benefit from the support of our expert trainers. Elevate your skills at your own pace with our Online Self-paced sessions.

Unlock your potential with The Knowledge Academy's Build AI Apps with Azure Database for PostgreSQL AI3019 Course, accessible anytime, anywhere on any device. Enjoy 90 days of online course access, extendable upon request, and benefit from the support of our expert trainers. Elevate your skills at your own pace with our Online Self-paced sessions.

online_certificates
online_immediate access
online_work_all
online_exams_included
image

What our customers are saying

Build AI Apps with Azure Database for PostgreSQL AI3019 Course FAQs

Please arrive at the venue at 8:45am.
We are able to provide support via phone & email prior to attending, during and after the course.
Delegate pack consisting of course notes and exercises, Manual, Experienced Instructor, and Refreshments
This course is [ 1 ] day(s)
Once your booking has been placed and confirmed, you will receive an email which contains your course location, course overview, pre-course reading material (if required), course agenda and payment receipts
The training fees for Build AI Apps with Azure Database for PostgreSQL AI3019 Coursein Hong Kong starts from HKD26995
The Knowledge Academy is the Leading global training provider for Build AI Apps with Azure Database for PostgreSQL AI3019 Course.
Show more down

Why choose us

icon

Best price in the industry

You won't find better value in the marketplace. If you do find a lower price, we will beat it.

icon

Trusted & Approved

Microsoft Azure Training

icon

Many delivery methods

Flexible delivery methods are available depending on your learning style.

icon

High quality resources

Resources are included for a comprehensive learning experience.

barclays Logo
deloitte Logo
Thames Water Logo

"Really good course and well organised. Trainer was great with a sense of humour - his experience allowed a free flowing course, structured to help you gain as much information & relevant experience whilst helping prepare you for the exam"

Joshua Davies, Thames Water

santander logo
bmw Logo
Google Logo

Build AI Apps With Azure Database For PostgreSQL AI3019 Course in Hong Kong

backBack to course information

Loading ....

Get a custom course package

We may not have any package deals available including this course. If you enquire or give us a call on +852 2592 5349 and speak to our training experts, we should be able to help you with your requirements.

close

close

Thank you for your enquiry!

One of our training experts will be in touch shortly to go over your training requirements.

close

close

Press esc to close

close close

Back to course information

Thank you for your enquiry!

One of our training experts will be in touch shortly to go overy your training requirements.

close close

Thank you for your enquiry!

One of our training experts will be in touch shortly to go over your training requirements.