LangChain on Azure-Scalable LLM Application Development
6 Students
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1 Year
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Intermediate
Skill Level -
Course Certificate
Certificate -
34
Units -
0
Quizzes -
2 hours, 53 minutes
Duration
Overview
Amplify your knowledge and understanding of Azure and LLM application development with our comprehensive LangChain on Azure-Scalable LLM Application Development course. This is the perfect opportunity to develop skills in this area through CPDQS-accredited training.
This course is designed to provide you with quality training on LangChain on Azure. From the comprehensive modules, you will learn how to set up the essential software. Then, the course will deliver detailed lessons on Azure cognitive search, Blob storage, PgVector and Indexing API. The course will also teach the essentials of Azure app services and functions. Through this course, you will also learn how to ensure security by restricting access to apps and databases.
After you complete the course, you will receive a CPDQS-accredited certificate of achievement. This certificate will elevate your resume and increase your career potential. Join now!
Course Preview
Learning Outcomes
- Familiarise yourself with the concepts and advantages of containers
- Enhance your understanding of docker and its terminologies
- Learn about container orchestration
- Deepen your understanding of Kubernetes services
- Gain in-depth understanding of AKS nodes, clusters and networking
Why Take This Course From John Academy?
- Affordable, well-structured and high-quality e-learning study materials
- Meticulously crafted, engaging and informative tutorial videos and materials
- Efficient exam systems for the assessment and instant result
- Earn UK & internationally recognised accredited qualification
- Easily access the course content on mobile, tablet, or desktop from anywhere, anytime
- Excellent career advancement opportunities
- Get 24/7 student support via email
What Skills Will You Learn from This Course?
- Azure cognitive search
- Azure container registry setup
- Azure app services
Who Should Take This LangChain on Azure-Scalable LLM Application Development?
Whether you’re an existing practitioner or an aspiring professional, this course is an ideal training opportunity. It will elevate your expertise and boost your CV with key skills and a recognised qualification attesting to your knowledge.
Are There Any Entry Requirements?
This LangChain on Azure-Scalable LLM Application Development course is available to all learners of all academic backgrounds. But learners should be aged 16 or over to undertake the qualification. And a good understanding of the English language, numeracy, and ICT will be helpful.
LangChain on Azure-Scalable LLM Application Development Certification
After completing and passing the LangChain on Azure-Scalable LLM Application Development course successfully, you will be able to obtain a Recognised Certificate of Achievement. Learners can obtain the certificate in hard copy at £14.99 or PDF format at £11.99.
Career Path
This exclusive LangChain on Azure-Scalable LLM Application Development course will equip you with effective skills and abilities and help you explore career paths such as
- Cloud Solutions Architect
- Azure Developer
- Machine Learning Engineer
- Cloud DevOps Engineer
- Software Engineer
Course Curriculum
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Prerequisites for this course 00:02:00 -
What we build in this course 00:01:00
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What this course is NOT about 00:01:00
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Installation of Docker 00:02:00
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Installation of the Azure CLI 00:01:00
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Installation of Visual Studio Code 00:01:00
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Create a Microsoft Azure Account 00:03:00
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Subscription & the Azure Hierarchy 00:03:00
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Create a Microsoft Azure Account 00:03:00
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Create an Azure Cognitive Search Service 00:03:00
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Set up venv, Jupyter Notebook kernel, and environment variables 00:07:00
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How to Create an Index and Insert Data in ACS using the Python SDK 00:05:00
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LangChain & ACS 00:07:00
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Understanding and Implementing Blob Storage: Theory and Setup on Azure 00:06:00
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Blob Storage with the Azure Python SDK: Uploading, Deleting, and Managing Data 00:08:00
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Setup PgVector with Azure Database for PostgreSQL flexible server 00:05:00
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Indexing API with PgVector 00:11:00
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Indexing API in combination with Blob Storage 00:08:00
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Setup of Services with docker-compose 00:08:00
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Frontend Code Walkthrough – HTTP Methods, Dockerfile, Proxy Setup 00:06:00
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Backend Code Walkthrough 00:13:00
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Azure Container Registry Setup 00:02:00
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Build Docker Images and Push Images in Registry 00:05:00
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Azure App Services Intro & Frontend Deployment 00:06:00
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Prepare Backend for Deployment 00:07:00
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Uploadservice Deployment & Entering of missing env variables 00:10:00
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BlobTrigger, Functions & EventGrid – Concepts and Synergy 00:02:00
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Azure Function App setup 00:02:00
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Creation & Deployment of simple function 00:06:00
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Create Blob Trigger – Create an Event Subscription to the Event Grid 00:04:00
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Code Walkthrough & Redeployment 00:12:00
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Restrict access to backend with IP Restriction Rules 00:09:00
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Add Firewall Rules to PostgreSQL (PgVector) 00:04:00
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