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via Udemy |
Go to Course: https://www.udemy.com/course/microsoft-applied-skills-develop-generative-ai-solutions-azure-openai/
Certainly! Here is a comprehensive review and recommendation for the Coursera course on developing generative AI solutions with Azure OpenAI Service: --- **Course Review: "Developing Generative AI Solutions with Azure OpenAI Service" on Coursera** This 3-hour course offers a thorough introduction to the essential skills needed for deploying and managing generative AI solutions using Microsoft Azure OpenAI Service. Although the specific Microsoft Applied Skills credential associated with this course has been discontinued as of October 31, 2024, the content remains highly relevant for anyone interested in the field of AI development, especially those aiming to understand the core concepts and practical applications of Azure's AI capabilities. **Course Content & Highlights:** - **Hands-On Deployment:** Learn how to set up an Azure account using a free trial, obtain permissions, and deploy models such as GPT-3.5-turbo (the technology behind ChatGPT) within Azure OpenAI Studio. - **Natural Language Processing:** Use GPT playground to generate responses, and explore prompt engineering techniques to improve output quality. - **Coding Skills:** Write and enhance Python and C# code snippets, create SQL scripts, and utilize Visual Studio Code for AI development. - **Image Generation:** Generate images with DALL-E in Azure, based on prompts, and incorporate this into your AI projects. - **Data Integration:** Upload PDFs and other documents into your models to customize responses based on specific data. - **Interactive Activities:** The course includes numerous quizzes and practice activities to reinforce learning and ensure practical understanding. **What Learners Say:** - Antonina praises the course as a great resource for beginners, expressing gratitude for its clarity. - Steven finds it to be a good introduction to using Python and C# for Azure AI services. - Philip commends the instructor for being clear and concise, highlighting the quality of examples and exercises. **Pros:** - Perfect for beginners and those familiar with programming who want to explore generative AI. - Practical, hands-on approach with real-world examples. - Up-to-date content aligned with the June 2024 Study Guide. - Provides foundational skills needed for related certifications like AI-102. **Cons:** - The course is fairly short, providing an overview rather than an in-depth mastery. - It is not affiliated with or endorsed by Microsoft, so some advanced features and updates might not be covered. --- **Recommendation:** If you're new to AI development or want a quick yet comprehensive introduction to deploying and working with Azure OpenAI services, this course is highly recommended. It's especially useful for developers interested in integrating generative AI into their applications or preparing for related Microsoft certifications. The practical exercises and clear instruction make complex topics accessible. However, for those seeking advanced, enterprise-level solutions or official Microsoft certification training, supplementing this course with additional resources or more advanced courses might be beneficial. --- **Final Verdict:** **A highly recommended starting point for beginners interested in the rapidly evolving world of generative AI on Azure. It offers practical skills, clear explanations, and valuable hands-on exercises to kickstart your AI development journey.** --- Would you like me to help you find additional courses, resources, or certifications related to AI development?
This course goes through all of the skills which were required for the Microsoft Applied Skills: Develop generative AI solutions with Azure OpenAI Service. While the skills are still relevant, please note - this Microsoft Applied Skill was discontinued on October 31, 2024.This course has been updated in line with the expanded Study Guide (June 2024).Please note: This course is not affiliated with, endorsed by, or sponsored by Microsoft.What do people like you say about this course?Antonina says: Great course for beginners, thank you!Steven says: Good intro to using Python and C# to interact with Microsoft Azure AI services. Philip is a terrific instructor, clear and concise. Course has good examples & exercises.In this 3 hour course we'll cover the skills that were needed for the APL-3006 Microsoft Applied Skills credential for generative AI. It will also help with the Microsoft exam AI-102 "Designing and Implementing a Microsoft Azure AI Solution".The tasks that you need to perform to get this skill are:Deploy an Azure OpenAI resource and an Azure OpenAI model. We'll create an Azure account using a free trial, and then apply for permission to create and Azure OpenAI resource. Once that permission is generated, we'll create the resource, and deploy a GPT-3.5-turbo model (this is the technology behind ChatGPT) in the Azure OpenAI Studio.Generate natural language responses by using Azure OpenAI. We'll use the GPT Chat playground to send prompts and receive responses. We will also download Visual Studio Code and write code in Python and C#.Apply prompt engineering techniques by using Azure OpenAI. We'll improve the quality of the prompts with Primary and Supporting Content, cues, system and assistant messages, chain of thought prompting, and more, with our GPT Playground (or ChatGPT).Generate and improve code by using Azure OpenAI. We'll create and amend Python, C# and SQL code, using section dividers, comments, and unit tests.Generate images with DALL-E in Azure OpenAI. We'll create images based on prompts, and write code in Python and C# to generate it in our program.Use Azure OpenAI on your data. We'll upload PDFs into our GPT-3.5-turbo model, which will provide updated information or company documents for our GPT model to use.There are several Practice Activities and quizzes throughout the course, so you can be sure that you are learning. By the end of the course, you'll be much more confident about developing generative AI solutions with Azure OpenAI Service, using GPT, ChatGPT or DALL-E.