AI Engineer

Microsoft via edX Professional Certificate

Overview

As AI continues to reshape industries, demand is rising for professionals who can develop intelligent solutions that integrate seamlessly into cloud-based platforms. The AI Engineer program, developed by Microsoft and hosted on edX, equips learners with the technical knowledge and practical skills to build and deploy AI solutions using Azure AI services.

Across three in-depth courses, you’ll begin with an introduction to Azure’s AI capabilities and progress to more advanced applications, including natural language processing, computer vision, and knowledge mining. You’ll also learn how to use services such as Azure OpenAI, Cognitive Services, and Azure Machine Learning to build enterprise-grade AI solutions. This program is ideal for software developers, cloud engineers, and data professionals looking to deepen their expertise in cloud-based AI.

With hands-on labs, real-world use cases, and a focus on responsible AI design, this program sets you up for success in AI engineering roles and serves as a strong foundation for Azure AI certification paths.

Syllabus

Courses under this program:
Course 1: Azure AI Services: Introduction

You'll learn the fundamentals of Microsoft's Azure AI Services. This includes understanding the range of AI capabilities offered, such as computer vision, language processing, and machine learning, and how they can be applied in various solutions.

Course 2: Azure AI Services: Core applications

"Core Applications of Azure AI Services" provides an introduction to applying Microsoft's Azure AI tools in real-world scenarios. You will learn practical ways to use Azure AI services and understand how these AI technologies solve problems and are implemented in various applications.

Course 3: Azure AI Services: Developing solutions

This course provides an introduction to building applications using Azure AI Services. You will learn the basics of developing solutions using Microsoft's AI tools, and gain an understanding of the various AI capabilities offered on the Azure platform.

Courses

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2 weeks, 2-3 hours a week, 2-3 hours a week
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"Core Applications of Azure AI Services" is an introductory course designed to familiarize users with the practical application of Microsoft's Azure AI services in various real-world scenarios. It aims to bridge the gap between theoretical AI concepts and their actual implementation. You will learn how Azure AI services are utilized to solve real-world problems. The content focuses on the practical side of AI deployment, showcasing how different Azure AI tools can be leveraged in various industries and applications. You will gain insights into the reasoning behind using specific AI services and understand the general steps involved in implementing these solutions. The course emphasizes the "why" and "how" of using Azure AI, providing a foundational understanding of its capabilities and potential. It's geared towards those new to applying AI, offering a starting point for exploring and understanding Azure AI services in action.
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2 weeks, 2-3 hours a week, 2-3 hours a week
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The "Develop Solutions with Azure AI Services" course is designed to introduce individuals to the practical aspects of building applications that leverage Microsoft's Azure AI offerings. It acts as a gateway for those interested in understanding how to apply artificial intelligence within real-world solutions using the Azure platform. Within this course, learners will gain foundational knowledge about the process of developing with Azure AI. The content focuses on demonstrating how various AI services provided by Azure can be integrated into applications. Expect to learn the core concepts and methodologies needed to start creating AI-driven solutions. There's a strong emphasis on practical implementation, rather than just theoretical knowledge, making it suitable for those looking to get hands-on experience with Azure AI. The material also likely covers the range of AI capabilities available within Azure, providing a broad overview of what is possible and how different services can be combined to achieve specific goals.
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2 weeks, 2-3 hours a week, 2-3 hours a week
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This course is designed to provide a comprehensive introduction to Microsoft's Azure AI Services. It serves as a starting point for understanding the broad spectrum of artificial intelligence capabilities that Azure offers. You will gain foundational knowledge about the various AI services available, learning what each one is intended for and the types of AI functionalities they provide. Expect to explore key areas such as computer vision, which enables machines to "see" and interpret images, natural language processing, which allows computers to understand and generate human language, and machine learning, which empowers systems to learn from data and make predictions. The content will give you a sense of how these services can be applied in real-world scenarios, helping you grasp the potential of Azure AI for solving various problems and enhancing applications. Essentially, you'll walk away with a solid overview of the Azure AI landscape, ready to dive deeper into specific services as needed.