AI-3003: Build a Natural Language Processing Solution with Azure AI Services
Last Updated: 04-02-2025
The AI-3003: Build a Natural Language Processing Solution with Azure AI Services course is designed for developers, data scientists, and AI professionals who want to dive deep into Natural Language Processing (NLP) using Azure AI Services. In this hands-on training, you will explore how to use Azure Cognitive Services to build powerful NLP solutions for text analysis, sentiment analysis, entity recognition, language translation, and more. Whether you're interested in automating customer support, enhancing search functionality, or processing large volumes of unstructured text data, this course equips you with the tools and knowledge to develop scalable, AI-powered NLP solutions. By the end of the course, you will be able to leverage Azure's NLP APIs to extract valuable insights, automate tasks, and integrate language-based capabilities into your applications.
Basic understanding of AI and machine learning concepts.
Familiarity with cloud computing and Azure services.
Experience in programming languages such as Python or C# (preferred).
Basic understanding of data processing, especially with unstructured text data.
Experience with APIs or cloud-based solutions is beneficial but not required.
Learning Objectives
By the end of the AI-3003: Build a Natural Language Processing Solution with Azure AI Services course, you will be able to:
Understand the fundamentals of Natural Language Processing (NLP) and how it can be used to process and analyze text data.
Gain hands-on experience with Azure Cognitive Services, including tools like Text Analytics, Language Understanding (LUIS), and Translator Text API.
Implement text analysis solutions for tasks such as sentiment analysis, entity recognition, and key phrase extraction using Azure's NLP tools.
Build custom chatbots and virtual assistants using LUIS and Azure Bot Services to enhance customer interactions.
Use Azure Cognitive Services to integrate real-time language translation capabilities into your applications.
Develop scalable NLP pipelines that process large volumes of text data from multiple sources.
Integrate AI-driven text analysis into business workflows, such as document classification, email sorting, and customer feedback analysis.
Learn how to train and customize language models using Azure's machine learning and NLP tools.
Understand best practices for data privacy and security when working with NLP solutions, especially when processing sensitive or personal data.
Design and deploy robust, AI-powered NLP solutions that automate text-based tasks, improve customer experiences, and generate actionable insights.
Target Audience
This course is ideal for:
Developers and data scientists who want to learn how to integrate Natural Language Processing (NLP) capabilities into their applications using Azure AI.
AI engineers interested in creating intelligent applications that understand and process human language.
Software architects looking to design scalable NLP solutions for text analysis, sentiment analysis, and language translation.
Business analysts and IT professionals seeking to enhance data analysis and text processing in business applications.
Researchers and students exploring AI and machine learning applications related to natural language.
Course Modules
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What Our Learners Are Saying
The training, courseware, and lab experience were insightful and valuable. Keep up the great work and
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Nitish A. Anand – Accenture
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Date: 15th Jan 2025
The instructor was professional and very content.
Justine Daudi Mlimbilah – Bank of Africa, Tanzania
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Date: 20th Dec 2024
The instructor was so knowledgeable & humble. Rare to find someone so confident but so down to earth these
days. So appreciative to him.”
Mohd. Hassan – Ministry of Finance, UAE
Course: AZ-700: Designing and Implementing Microsoft Azure Networking Solutions
Date: 31st July 2024
Instructor is experienced and knowledgeable in guiding.
Dharshini Mahalaxmi – Dr. MGR Education and Research Institute, Chennai, India
Course: SC-300: Microsoft Identity and Access Administrator
Date: 4th May 2024
