|
via Udemy |
Go to Course: https://www.udemy.com/course/microsoft-applied-skills-azure-ai-language/
Certainly! Here's a comprehensive review and recommendation for the Coursera course on Azure AI Language: --- **Course Review and Recommendation: Azure AI Language for Natural Language Processing** If you're looking to deepen your understanding of natural language processing (NLP) using Microsoft Azure, this 3-hour course offers a practical and insightful introduction. Although it is not officially affiliated with Microsoft, it provides valuable hands-on experience that can serve as a strong foundation for those pursuing the Microsoft Applied Skills credential (APL-3003) or the AI-102 certification. **Course Content and Structure:** The course begins with the basics, including signing up for a free Azure subscription and creating a Language resource. This is ideal for beginners, as it covers the essential setup steps before diving into text analysis. You will learn how to utilize pre-built models for detecting language, extracting key phrases, recognizing entities, and analyzing sentiment—core techniques in NLP. What sets this course apart is its emphasis on applying these skills directly through programming. You’ll analyze text using both Python and C#, connecting to Azure’s Language resource to extract meaningful information for your own programs. This practical approach ensures you'll gain not only theoretical knowledge but also real-world coding experience. The final part of the course introduces you to building custom models for text classification and named entity recognition. Uploading documents, training models based on labels, and testing them through the Azure portal as well as via Python and C# demonstrates a comprehensive learning journey from beginner to more advanced concepts. **Learning Experience:** Throughout the course, there are numerous practice activities and quizzes that reinforce your understanding. These interactive elements, coupled with clear instructions and step-by-step demonstrations, help solidify learning and boost confidence in applying NLP techniques. **Pros:** - Concise 3-hour format, perfect for busy schedules - Practical, hands-on exercises using real Azure features - Training in both Python and C# for versatile programming skills - Focus on building custom models for tailored NLP solutions - Helpful for preparing for Microsoft certifications (APL-3003 and AI-102) **Cons:** - Limited depth given the short duration—more advanced learners may seek additional resources - Not officially endorsed or sponsored by Microsoft, so some details may vary from official documentation **Final Verdict:** This course is highly recommended for beginners and intermediate learners interested in NLP with Azure. It offers practical experience that can elevate your resume and help you confidently analyze and process text data. If you're aiming to pursue Microsoft certifications or simply want to add Azure-based NLP skills to your toolkit, this course is an excellent starting point. **Overall Rating: 4.5/5** --- Feel free to ask if you'd like a personalized recommendation based on your background or goals!
Microsoft Azure allows you to extract information from your text. Among other things, you can classify and summarize text, and ask it questions.In this 3 hour course we'll cover the skills that you need for the APL-3003 Microsoft Applied Skills credential for building a natural language processing solution with Azure AI Language.It will also help with the Microsoft exam AI-102 "Designing and Implementing a Microsoft Azure AI Solution".Please note: This course is not affiliated with, endorsed by, or sponsored by Microsoft.First, we'll sign up for a free Azure subscription. Then, we'll create a Language resource, and use it to analyze text. We'll use the pre-built models to detect the language, extract key phrases, recognise entities and sentiment, and more.After that, we'll analyze the text using Python and C#. We connect to the Language resource and analyse text, extracting the information for use in our own programmes.Finally, we'll create our own custom models for text classification and named entity recognition extraction. We'll upload documents into an Azure Storage Account container, train the model based on labels, and test it using the portal, Python and C#.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 able to analyse your own text in the portal and using Python and C#, and perhaps even take the official Microsoft assessment. That would look great on your CV or resume.