Microsoft AI-102
IT Standard 16 30 hrs AI Python
This course introduces the fundamental concepts and practical applications of artificial intelligence, with a focus on preparing for the Microsoft AI-102 exam. Dive into the world of AI development and Cognitive Services, exploring topics such as text and speech processing, language understanding, and computer vision. Gain hands-on experience with Azure's RESTful APIs and SDKs to create powerful AI solutions across image and video processing, natural language processing, and more. Learn to apply ethical AI principles and build AI applications that can make a real-world impact, all while working towards a certification that showcases your expertise in the field.
Learning objectives
- Understand and apply the core concepts of AI development and Cognitive Services to prepare for the Microsoft AI-102 exam.
- Build and manage AI solutions including text and speech processing, language understanding, QnA systems, and computer vision applications using Azure technologies.
- Design, implement, and deploy conversational AI and knowledge mining solutions, while gaining insights into ethical AI practices and security considerations.
Lesson plan
Introduce AI engineering and AI-102 exam | Understand the core concepts of Artificial Intelligence (AI) development and Cognitive Services
Manage Cognitive Services | Explore the methods to secure monitor and deploy Cognitive Services
Process and translate text | Create application that can extract semantic meaning and translate text between languages
Process and Translate Speech | Learn how to develop speech-enabled applications
Create a Language Understanding solution | Create a Speech and Language Understanding application
Build a QnA solution | Create applications to understand and answer users’ questions
Create conversational AI solutions | Learn how to build bots that can be delivered on Microsoft Azure
Create Computer Vision solutions | Learn about using Cognitive Services in different computer vision scenarios
Perform Text Extraction | Implement text extraction with images and documents
Implement knowledge mining | Extract key sights from data sources and perform searching and analysing
AI-102 Mock Exam
Prerequisites
- Proficient knowledge of Microsoft AI-900
- Python x AI Course or equivalent
Software
- Visual Studio Code
- Python 3.10 or later
Other requirements
- Requires Azure Credit (Minimum USD 50)
Hardware
- Notebook/Desktop with updated browser
- Webcam
- Self-scheduling the exam at your convenience.
- Candidates who pass the exam with a score of 70% or higher will receive an AI-102 certificate issued by Microsoft.