Azure AI Training in Casper

Azure Machine Learning (ML) and Azure OpenAI are cloud services designed to enable teams to develop, evaluate, and deploy machine learning and generative AI capabilities into production applications for government use.

This instructor-led, live training (available online or on-site) is targeted at intermediate-level data and application professionals who aim to utilize Azure ML and Azure OpenAI to create, deploy, and manage end-to-end AI solutions for government projects.

By the end of this training, participants will be able to:

• Navigate Azure Machine Learning Studio and implement comprehensive ML workflows for government applications.
• Prepare data, train, test, and evaluate models using appropriate validation metrics for government standards.
• Register, package, and deploy models reliably to managed endpoints for seamless integration into government systems.
• Integrate Azure OpenAI models and Azure AI Search into applications following best practices for government use.

Format of the Course

• Interactive lecture and discussion tailored to government audiences.
• Extensive exercises and practice sessions relevant to government workflows.
• Hands-on implementation in a live-lab environment designed for government professionals.

Course Customization Options

• To request a customized training for this course, tailored specifically for government needs, please contact us to arrange.

The AI-102: Designing and Implementing an Azure AI Solution course is designed for software developers who are focused on building AI-infused applications that utilize Azure Cognitive Services, Azure Cognitive Search, and the Microsoft Bot Framework. The course will be conducted using C# or Python as the programming languages.

Audience Profile

This course is tailored for software engineers who are responsible for developing, managing, and deploying AI solutions that leverage Azure Cognitive Services, Azure Cognitive Search, and the Microsoft Bot Framework. These professionals are proficient in C# or Python and possess knowledge of using REST-based APIs to create applications in computer vision, language analysis, knowledge mining, intelligent search, and conversational AI on Azure. The course is designed to enhance their skills for government projects and initiatives.

This course provides an introduction to fundamental concepts related to artificial intelligence (AI) and the Microsoft Azure services that can be utilized to develop AI solutions. The curriculum is not intended to train participants to become professional data scientists or software developers but to enhance their understanding of common AI workloads and their ability to identify appropriate Azure services to support these tasks. The course is structured as a blended learning experience, combining instructor-led sessions with online resources available on the Microsoft Learn platform (https://azure.com/learn). Practical exercises in the course are based on modules from the Learn platform, and students are encouraged to use these materials as reference to reinforce their classroom learning and delve deeper into specific topics. This approach is designed to align with public sector workflows and governance standards for government.