Azure OpenAI Service provides access to OpenAI's powerful large language models such as ChatGPT, GPT, Codex, and Embeddings models. These models enable various natural language processing (NLP) solutions to understand, converse, and generate content. Users can access the service through REST APIs, SDKs, and Azure OpenAI Studio. Get to know the connection between artificial intelligence (AI), Responsible AI, and text, code, and image generation. Understand how you can use Azure OpenAI to build solutions against AI models within Azure.
Course Objectives:
In this module you'll learn how to:
- Describe Azure OpenAI workloads and access the Azure OpenAI Service
- Understand generative AI models
- Understand Azure OpenAI's language, code, and image capabilities
- Understand Azure OpenAI's responsible AI practices and limited access policies
- Integrate Azure OpenAI into your application
- Differentiate between different endpoints available to your application
- Generate completions to prompts using the REST API and language specific SDKs
- Understand the concept of prompt engineering and its role in optimizing Azure OpenAI models' performance.
- Know how to design and optimize prompts to better utilize AI models.
- Include clear instructions, request output composition, and use contextual content to improve the quality of the model's responses.
- Use natural language prompts to write code
- Build unit tests and understand complex code with AI models
- Generate comments and documentation for existing code
- Describe the capabilities of DALL-E in the Azure openAI service
- Use the DALL-E playground in Azure OpenAI Studio
- Use the Azure OpenAI REST interface to integrate DALL-E image generation into your apps
- Describe the capabilities of Azure OpenAI on your data
- Configure Azure OpenAI to use your own data
- Use Azure OpenAI API to generate responses based on your own data
- Describe an overall process for responsible generative AI solution development
- Identify and prioritize potential harms relevant to a generative AI solution
- Measure the presence of harms in a generative AI solution
- Mitigate harms in a generative AI solution
- Prepare to deploy and operate a generative AI solution responsibly
Course content
Get started with Azure OpenAI Service
This module provides engineers with the skills to begin building an Azure OpenAI Service solution.
- Introduction
- Access Azure OpenAI Service
- Use Azure OpenAI Studio
- Explore types of generative AI models
- Deploy generative AI models
- Use prompts to get completions from models
- Test models in Azure OpenAI Studio’s playgrounds
- Lab: Get started with Azure OpenAI Service
Build natural language solutions with Azure OpenAI Service
This module provides engineers with the skills to begin building apps that integrate with the Azure OpenAI Service.
- Introduction
- Integrate Azure OpenAI into your app
- Use Azure OpenAI REST API
- Use Azure OpenAI SDK
- Lab: Integrate Azure OpenAI into your app
Apply prompt engineering with Azure OpenAI Service
Prompt engineering in Azure OpenAI is a technique that involves designing prompts for natural language processing models. This process improves accuracy and relevancy in responses, optimizing the performance of the model.
- Introduction
- Understand prompt engineering
- Write more effective prompts
- Provide context to improve accuracy
- Lab: Utilize prompt engineering in your application
Generate code with Azure OpenAI Service
This module shows engineers how to use the Azure OpenAI Service to generate and improve code.
- Introduction
- Construct code from natural language
- Complete code and assist the development process
- Fix bugs and improve your code
- Lab: Generate and improve code with Azure OpenAI Service
Generate images with Azure OpenAI Service
The Azure OpenAI service includes the DALL-E model, which you can use to generate original images based on natural language prompts.
- Introduction
- What is DALL-E?
- Explore DALL-E in Azure OpenAI Studio
- Use the Azure OpenAI REST API to consume DALL-E models
- Lab: Generate images with a DALL-E model
Use your own data with Azure OpenAI Service
Azure OpenAI on your data allows developers to use supported AI chat models that can reference specific sources of data to ground the response.
- Introduction
- Understand how to use your own data
- Add your own data source
- Chat with your model using your own data
- Lab: Use your own data with Azure OpenAI Service
Fundamentals of Responsible Generative AI
Generative AI enables amazing creative solutions, but must be implemented responsibly to minimize the risk of harmful content generation.
- Introduction
- Plan a responsible generative AI solution
- Identify potential harms
- Measure potential harms
- Mitigate potential harms
- Operate a responsible generative AI solution
- Lab: Explore content filters in Azure OpenAI
To see the full course content Download now
Course Prerequisites
- Familiarity with Azure and the Azure portal.
- Experience programming with C# or Python.
Who can attend
- The target audience for this course is anyone who wants to learn how to create intelligent chatbots using Azure, OpenAI, and ChatGpt. This includes developers and data scientists who need to use large language models for generative AI and anyone interested in natural language processing and chatbot development.
- Some programming experience is recommended, but the course will be valuable to anyone seeking to understand how the Azure OpenAI service can be used to implement generative AI solutions.
Number of Hours: 40hrs
Certification
Key features
- One to One Training
- Online Training
- Fastrack & Normal Track
- Resume Modification
- Mock Interviews
- Video Tutorials
- Materials
- Real Time Projects
- Virtual Live Experience
- Preparing for Certification
FAQs
DASVM Technologies offers 300+ IT training courses with 10+ years of Experienced Expert level Trainers.
- One to One Training
- Online Training
- Fastrack & Normal Track
- Resume Modification
- Mock Interviews
- Video Tutorials
- Materials
- Real Time Projects
- Materials
- Preparing for Certification
Call now: +91-99003 49889 and know the exciting offers available for you!
We working and coordinating with the companies exclusively to get placed. We have a placement cell focussing on training and placements in Bangalore. Our placement cell help more than 600+ students per year.
Learn from experts active in their field, not out-of-touch trainers. Leading practitioners who bring current best practices and case studies to sessions that fit into your work schedule. We have a pool of experts and trainers are composed with highly skilled and experienced in supporting you in specific tasks and provide professional support. 24x7 Learning support from mentors and a community of like-minded peers to resolve any conceptual doubts. Our trainers has contributed in the growth of our clients as well as professionals.
All of our highly qualified trainers are industry experts with at least 10-12 years of relevant teaching experience. Each of them has gone through a rigorous selection process which includes profile screening, technical evaluation, and a training demo before they are certified to train for us. We also ensure that only those trainers with a high alumni rating continue to train for us.
No worries. DASVM technologies assure that no one misses single lectures topics. We will reschedule the classes as per your convenience within the stipulated course duration with all such possibilities. If required you can even attend that topic with any other batches.
DASVM Technologies provides many suitable modes of training to the students like:
- Classroom training
- One to One training
- Fast track training
- Live Instructor LED Online training
- Customized training
Yes, the access to the course material will be available for lifetime once you have enrolled into the course.
You will receive DASVM Technologies recognized course completion certification & we will help you to crack global certification with our training.
Yes, DASVM Technologies provides corporate trainings with Course Customization, Learning Analytics, Cloud Labs, Certifications, Real time Projects with 24x7 Support.
Yes, DASVM Technologies provides group discounts for its training programs. Depending on the group size, we offer discounts as per the terms and conditions.
We accept all major kinds of payment options. Cash, Card (Master, Visa, and Maestro, etc), Wallets, Net Banking, Cheques and etc.
DASVM Technologies has a no refund policy. Fees once paid will not be refunded. If the candidate is not able to attend a training batch, he/she is to reschedule for a future batch. Due Date for Balance should be cleared as per date given. If in case trainer got cancelled or unavailable to provide training DASVM will arrange training sessions with other backup trainer.
Your access to the Support Team is for lifetime and will be available 24/7. The team will help you in resolving queries, during and after the course.
Please Contact our course advisor +91-99003 49889. Or you can share your queries through info@dasvmtechnologies.com