Course Duration
1 Day
Microsoft
Authorized Training
IT
Course cost:
£623
IT Certification Overview
Modern AI applications require more than models. They need data platforms that can support both transactional workloads and intelligent features such as semantic search, vector embeddings, and grounded responses. This learning path explores how Azure Database for PostgreSQL can act as a foundation for building AI-powered applications.
We believe organisations that combine AI, cloud, and data effectively will move faster from insight to impact. In this learning path, learners will explore how to integrate PostgreSQL with Azure AI services, enabling applications that combine relational data with AI-driven capabilities. The focus is on practical developer scenarios, showing how to design scalable architectures that support retrieval, reasoning, and real-time application workflows.
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I had absolutely no experience in this field, but Newto Training recognised my potential and supported me every step of the way. The real-life scenarios were invaluable in making me job-ready.
The tutors at Newto are consistently patient, clear and more than willing to help. I couldn't have asked for a better learning environment.
From day one I felt welcomed and supported. The live sessions were interactive and the resources well thought-out. I passed my exam on the first attempt thanks to them.
I was nervous about switching careers but the practical approach and continual 1-to-1 support gave me the confidence I needed to succeed."
The training material was excellent, and the instructors really brought the subject to life with hands-on lab work. I feel fully prepared for the workplace."
What impressed me most was the flexibility and responsiveness of the support team. Whenever I had a question, they were there even outside of normal hours.
The course structure was superb. A great mix of theory and practice delivered at a pace that made sense even for beginners. Highly recommended.
Switching into IT felt overwhelming, but Newto Training made the journey manageable and quite enjoyable. Their coaching style is top class.
I particularly appreciated the way complex topics were broken down into manageable chunks, and the tutor actively encouraged questions at every stage.
The live-taught interactive classes set Newto apart from other providers. It wasn't just video-based learning and the real engagement made all the difference.
The cyber course exceeded my expectations. They've been on hand for everything and are constantly in touch with me
The resources provided were spot on and the teaching style made everything easy to understand. I particularly appreciated the extra help offered when needed.
Enrolling with Newto was one of the best decisions I've made. The job-readiness focus, strong teaching and excellent support all stood out.
I completed my SQL course and now feel confident in my skills. The real-world examples and supportive tutors made it all click.
I've just passed my AZ-900 exam thanks to the support received from Ken in the boot camp and his exam preparation sessions.
I've gained a qualification and the confidence to use it in real-world scenarios.
Their commitment to student success is obvious from the personalised guidance to the quality of delivery. I'd recommend them without hesitation.
Every tutor I encountered was professional, encouraging and keen to see me succeed. That personal touch made a big difference.
I'm now in a role I once thought was out of reach, thank you to the all the team
The bootcamps were excellent, we were given practical projects to complete and I feel so much more confident with my coding skills
I had absolutely no experience in this field, but Newto Training recognised my potential and supported me every step of the way. The real-life scenarios were invaluable in making me job-ready.
The tutors at Newto are consistently patient, clear and more than willing to help. I couldn't have asked for a better learning environment.
From day one I felt welcomed and supported. The live sessions were interactive and the resources well thought-out. I passed my exam on the first attempt thanks to them.
I was nervous about switching careers but the practical approach and continual 1-to-1 support gave me the confidence I needed to succeed."
The training material was excellent, and the instructors really brought the subject to life with hands-on lab work. I feel fully prepared for the workplace."
What impressed me most was the flexibility and responsiveness of the support team. Whenever I had a question, they were there even outside of normal hours.
The course structure was superb. A great mix of theory and practice delivered at a pace that made sense even for beginners. Highly recommended.
Switching into IT felt overwhelming, but Newto Training made the journey manageable and quite enjoyable. Their coaching style is top class.
I particularly appreciated the way complex topics were broken down into manageable chunks, and the tutor actively encouraged questions at every stage.
The live-taught interactive classes set Newto apart from other providers. It wasn't just video-based learning and the real engagement made all the difference.
I had absolutely no experience in this field, but Newto Training recognised my potential and supported me every step of the way. The real-life scenarios were invaluable in making me job-ready.
The tutors at Newto are consistently patient, clear and more than willing to help. I couldn't have asked for a better learning environment.
From day one I felt welcomed and supported. The live sessions were interactive and the resources well thought-out. I passed my exam on the first attempt thanks to them.
I was nervous about switching careers but the practical approach and continual 1-to-1 support gave me the confidence I needed to succeed."
The training material was excellent, and the instructors really brought the subject to life with hands-on lab work. I feel fully prepared for the workplace."
What impressed me most was the flexibility and responsiveness of the support team. Whenever I had a question, they were there even outside of normal hours.
The course structure was superb. A great mix of theory and practice delivered at a pace that made sense even for beginners. Highly recommended.
Switching into IT felt overwhelming, but Newto Training made the journey manageable and quite enjoyable. Their coaching style is top class.
I particularly appreciated the way complex topics were broken down into manageable chunks, and the tutor actively encouraged questions at every stage.
The live-taught interactive classes set Newto apart from other providers. It wasn't just video-based learning and the real engagement made all the difference.
The cyber course exceeded my expectations. They've been on hand for everything and are constantly in touch with me
The resources provided were spot on and the teaching style made everything easy to understand. I particularly appreciated the extra help offered when needed.
Enrolling with Newto was one of the best decisions I've made. The job-readiness focus, strong teaching and excellent support all stood out.
I completed my SQL course and now feel confident in my skills. The real-world examples and supportive tutors made it all click.
I've just passed my AZ-900 exam thanks to the support received from Ken in the boot camp and his exam preparation sessions.
I've gained a qualification and the confidence to use it in real-world scenarios.
Their commitment to student success is obvious from the personalised guidance to the quality of delivery. I'd recommend them without hesitation.
Every tutor I encountered was professional, encouraging and keen to see me succeed. That personal touch made a big difference.
I'm now in a role I once thought was out of reach, thank you to the all the team
The bootcamps were excellent, we were given practical projects to complete and I feel so much more confident with my coding skills
The cyber course exceeded my expectations. They've been on hand for everything and are constantly in touch with me
The resources provided were spot on and the teaching style made everything easy to understand. I particularly appreciated the extra help offered when needed.
Enrolling with Newto was one of the best decisions I've made. The job-readiness focus, strong teaching and excellent support all stood out.
I completed my SQL course and now feel confident in my skills. The real-world examples and supportive tutors made it all click.
I've just passed my AZ-900 exam thanks to the support received from Ken in the boot camp and his exam preparation sessions.
I've gained a qualification and the confidence to use it in real-world scenarios.
Their commitment to student success is obvious from the personalised guidance to the quality of delivery. I'd recommend them without hesitation.
Every tutor I encountered was professional, encouraging and keen to see me succeed. That personal touch made a big difference.
I'm now in a role I once thought was out of reach, thank you to the all the team
The bootcamps were excellent, we were given practical projects to complete and I feel so much more confident with my coding skills
Prerequisites
Participants should have:
- Basic application development experience
- Familiarity with relational databases and SQL concepts
- A general understanding of cloud platforms and artificial intelligence fundamentals
- Experience with APIs or backend development is beneficial but not required
Target audience
This learning path is designed for:
- Application developers building modern, data-driven applications
- Software engineers working with cloud-native architectures
- AI engineers integrating data platforms with AI services
- Technical professionals developing intelligent features using Azure
Learning Objectives
By the end of this learning path, learners will be able to:
- Describe how Azure Database for PostgreSQL supports AI application architectures
- Store, manage, and query vector embeddings within PostgreSQL
- Integrate PostgreSQL with Azure AI services and tools
- Build AI-powered features such as semantic search and retrieval
- Design retrieval-augmented generation patterns using relational and vector data
- Combine structured data with AI workflows to enable grounded responses
Build AI Apps with Azure Database for PostgreSQL Course Content
Introduction to AI application architectures on Azure
- Overview of modern AI application design patterns
- Role of data platforms in AI-powered applications
- Combining transactional systems with AI workloads
- Common use cases for intelligent, data-driven applications
Azure Database for PostgreSQL as an AI-ready data store
- Overview of Azure Database for PostgreSQL capabilities
- Supporting hybrid workloads with relational and vector data
- Managing structured and unstructured data for AI use cases
- Benefits of using managed open-source databases in Azure
Working with embeddings and vector data
- Introduction to vector embeddings and their role in AI
- Generating embeddings using Azure AI services
- Storing embeddings in PostgreSQL
- Performing similarity search and vector queries
Integrating PostgreSQL with Azure AI services
- Connecting database applications to Azure AI services
- Using APIs and SDKs for AI integration
- Combining database queries with AI model outputs
- Designing workflows that incorporate AI reasoning
Building AI-powered application patterns
- Implementing semantic search over application data
- Designing retrieval-augmented generation pipelines
- Grounding model responses using database content
- Enhancing user experiences with AI-driven features
Designing scalable and production-ready AI applications
- Architecting applications for scale and performance
- Managing data pipelines and query optimisation
- Monitoring and maintaining AI-enabled systems
- Applying best practices for security and reliability
Exams and assessments
There are no formal exams included in this learning path. Learners will complete knowledge checks and guided exercises to reinforce understanding of AI application patterns and PostgreSQL integration techniques.
Hands-on learning
This learning path includes:
- Practical exercises for working with embeddings and vector search
- Guided scenarios integrating PostgreSQL with Azure AI services
- Application-focused tasks for building AI-powered features
- Real-world examples of AI-enabled application architectures
Build AI Apps with Azure Database for PostgreSQL Dates
Next 3 available training dates for this course
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