AI-102: Azure AI Engineer Associate Training Course in Dubai
Overview of the Course:
The AI-102 Azure AI Engineer Associate Course in Dubai, designed for aspiring Azure AI Engineers, focuses on building, managing, and deploying AI solutions using Azure Cognitive Services, Azure Cognitive Search, and Microsoft Bot Framework. As Azure AI engineers, participants will play a crucial role in all phases of AI solution development, from defining requirements and design to development, deployment, maintenance, performance tuning, and monitoring. Collaboration with solution architects, data scientists, data engineers, IoT specialists, and AI developers will be essential to build complete end-to-end AI solutions.
Prerequisites
The AI-102 course, designed for Azure AI Engineer Associate certification, suits IT professionals aiming to master AI solutions with Microsoft Azure. Prerequisites include:
Azure Foundation: Basic understanding of core Azure services like virtual machines, storage, and Azure Active Directory.
Programming Skills: Proficiency in languages like C#, Python, or JavaScript, crucial for AI solution development.
Machine Learning Concepts: Familiarity with supervised/unsupervised learning, model training, and deployment.
Data Science Basics: Knowledge of data preprocessing, feature engineering, and analysis for AI models.
Optional AI-900: Completion of AI-900 certification for a solid foundation in Azure AI services.
Cognitive Services: Prior experience with Azure Cognitive Services is beneficial.
It is important to note that while these prerequisites are recommended, candidates with experience in related fields or those willing to invest time in self-study can also succeed in the AI-102 course. As with any technical certification, hands-on practice and real-world experience with Azure AI services will enhance the learning process and boost the chances of success in the certification exam.
Learning Outcome of the Course
Upon completion of the AI-102 Azure AI Engineer Associate Course in Dubai, participants will:
Learn to select the appropriate Cognitive Services resources for vision, language analysis, decision support, and speech solutions.
Plan and configure security for a Cognitive Services solution, including managing authentication and securing resources using Azure Virtual Network.
Gain proficiency in creating Cognitive Services resources, configuring diagnostic logging, monitoring costs, and implementing privacy policies.
Understand how to plan and implement Cognitive Services containers, and containerizing services like Computer Vision API, Face API, Text Analytics, Speech, and Form Recognizer.
Master the implementation of Computer Vision solutions, including analyzing images, extracting text from images, and extracting facial information from images.
Learn to implement image classification and object detection solutions using the Custom Vision service.
Gain insights into analyzing videos using Video Indexer and customizing its models.
Acquire skills in implementing Natural Language Processing solutions, including text analysis, speech management, language translation, and building and optimizing language models using LUIS.
Learn to manage and deploy language models through the LUIS portal or containers.
Understand the implementation of Knowledge Mining solutions, including Cognitive Search, enrichment pipelines, and knowledge stores.
Master the creation of conversational AI solutions, creating knowledge bases with QnA Maker, designing and implementing conversation flow, and integrating Cognitive Services into bots.
Who Needs the Course?
AI Engineers aspiring to build, manage, and deploy AI solutions on Azure.
Professionals involved in AI solution development, including requirement definition, design, development, deployment, maintenance, and monitoring.
Individuals working with solution architects, data scientists, data engineers, IoT specialists, and AI developers to build end-to-end AI solutions.
Proficient in C#, Python, or JavaScript and able to use REST-based APIs and SDKs to build AI solutions on Azure.
Familiar with the Azure AI portfolio components and data storage options.
Seeking to apply responsible AI principles in AI solution development.
Course Outline:
Plan and Manage an Azure Cognitive Services Solution
Selecting the Appropriate Cognitive Services Resource
Planning and Configuring Security for a Cognitive Services Solution
Creating a Cognitive Services Resource
Planning and Implementing Cognitive Services Containers
Implement Computer Vision Solutions
Analyzing Images using the Computer Vision API
Extracting Text from Images
Extracting Facial Information from Images
Implementing Image Classification using the Custom Vision Service
Implementing an Object Detection Solution using the Custom Vision Service
Analyzing Video using Video Indexer
Implement Natural Language Processing Solutions
Analyzing Text using the Text Analytics Service
Managing Speech using the Speech Service
Translating Language
Building an Initial Language Model using Language Understanding Service (LUIS)
Iterating on and Optimizing a Language Model using LUIS
Managing a LUIS Model
Implement Knowledge Mining Solutions
Implementing a Cognitive Search Solution
Implementing an Enrichment Pipeline
Implementing a Knowledge Store
Managing a Cognitive Search Solution
Managing Indexing
Implement Conversational AI Solutions
Creating a Knowledge Base using QnA Maker
Designing and Implementing Conversation Flow
Creating a Bot using the Bot Framework SDK
Creating a Bot using the Bot Framework Composer
Integrating Cognitive Services into a Bot
Become an Azure AI Engineer Associate by enrolling in the AI-102 Training Course at Zabeel International Institute, Dubai, and gain expertise in building and managing AI solutions using Azure Cognitive Services, Cognitive Search, and Microsoft Bot Framework.
We are a fully accredited Institute by KHDA and endorsed by students as the Best Azure AI Engineer Associate Course in Dubai.
Zabeel offers Artificial intelligence training in Dubai and a data scientist course in Dubai. We are one of the top-ranking training institutes in Dubai.
FAQs
What is the AI-102 course offered by Zabeel Institute?The AI-102 course, provided by Zabeel Institute, is designed to prepare you for the Microsoft Azure AI Engineer Associate certification. It focuses on designing and implementing AI solutions using various Microsoft Azure services.
Who should enroll in the AI-102 course?IT professionals, developers, and individuals interested in building, managing, and deploying AI solutions using Microsoft Azure services should consider enrolling in the AI-102 course.
What prerequisites are required for the AI-102 course?Candidates are recommended to have foundational knowledge of Azure, programming skills (C#, Python, or JavaScript), understanding of machine learning concepts, familiarity with data science fundamentals, and optionally completing the AI-900 course.
What will I learn in the AI-102 course?The course covers topics such as designing AI solutions, implementing computer vision solutions, natural language processing, knowledge mining solutions, and more, all using Azure services.
How is the course structured?The course is divided into modules, each focusing on different aspects of AI solutions design and implementation. You'll learn about identity and access, platform protection, security operations, data and applications security, and more.
What are the benefits of earning the Azure AI Engineer Associate certification?The certification demonstrates your expertise in AI solution design and implementation using Microsoft Azure services. It can enhance your career prospects, validate your skills, and open doors to opportunities in the AI field.
Is the AI-102 certification exam included in the course?The certification exam is not typically included in the course fee. However, Zabeel Institute provides training to help you prepare for the exam, which you would need to schedule and pay for separately.
How can I prepare for the AI-102 certification exam?The AI-102 course at Zabeel Institute is designed to prepare you for the exam. You'll receive comprehensive training, hands-on experience, and practice materials to ensure your readiness for the certification.
Can I take the AI-102 course online?Yes, Zabeel Institute offers both in-person and online options for the AI-102 course, allowing you to choose the learning format that suits your preferences and schedule.
How can I enroll in the AI-102 course at Zabeel Institute?You can visit Zabeel Institute's official website or contact their enrollment team to inquire about course schedules, fees, and enrollment procedures.
Will I receive a certificate after completing the AI-102 course?Yes, upon successful completion of the AI-102 course and meeting the requirements, you will receive a certificate from Zabeel Institute, showcasing your achievement in mastering Azure AI solutions.
Is hands-on experience part of the course?Yes, the AI-102 course emphasizes practical learning. You'll have the opportunity to work on real-world projects, engage in hands-on labs, and apply your knowledge to build AI solutions using Azure services.
How does the AI-102 course benefit my career?The course equips you with the skills and knowledge needed to design and implement AI solutions in a professional setting. This can open up career opportunities in AI development, solution architecture, and more.
Are there any job roles that specifically require the AI-102 certification?Job roles such as AI Engineer, AI Solution Developer, Azure AI Specialist, and Cloud Solution Architect often require expertise in designing and implementing AI solutions, making the AI-102 certification valuable.
Can I get personalized guidance during the course?Yes, Zabeel Institute's experienced instructors provide personalized guidance and support throughout the course to ensure your understanding and success in mastering AI concepts and skills.
