Building Intelligent Web Applications using Azure OpenAI is a three-day hands-on course that explores the exciting fusion of Generative AI, Machine Learning, and AI in web development. This immersive event will guide you through the end-to-end, cutting edge skills required to create sophisticated machine learning applications that crunch, wrangle and analyze data. You'll learn how to skillfully handle and interpret data from a variety of sources, including user interfaces, web applications, and APIs. You'll immerse yourself in the Azure OpenAI ecosystem, leveraging the most current standards, skills and practices, while learning about recommendation engines, and understanding classification through a mix of statistical algorithms, neural networks, and deep learning. All of this is made approachable and practical, with Python code examples guiding you on how to use intelligent algorithms to draw meaningful insights from data.
The course focuses heavily on practical real-world scenario-based hands-on labs, providing you with ample practice to apply your newly learned skills to scenario-based labs under the valuable guidance of our AI expert instructor. You'll start by building your foundation in Azure OpenAI, then progress to constructing your own APIs, powered by Azure's AI capabilities. Imagine orchestrating these APIs in a middle layer, bringing to life robust business applications. The course culminates with you learning how to weave these AI functionalities into a comprehensive web application. This step-by-step approach is tailored to ensure that by the end, even those new to Azure OpenAI will be able to construct a full-fledged GPT-based application.
By the end of this course, you'll be equipped with the knowledge and confidence required to apply these skills in real-world scenarios. With a newfound understanding and hands-on experience in Azure OpenAI, you'll be ready to enhance your organization's tech capabilities, bringing a fresh perspective to the intelligent web.
Our engaging instructors and mentors are highly experienced practitioners who bring years of current, modern "on-the-job" modern applied data science, AI and machine learning experience into every classroom and hands-on project. Our instructors are Certified Microsoft Data Scientists.
Working in a hands-on lab environment led by our expert instructor, you'll explore
This foundation level course is geared for experienced technical professionals eager to meld the capabilities of AI with the dynamism of web applications. Roles might include developers, architects, and data scientists who want to learn algorithms that capture, store, and structure data streams coming from the web and web applications, as well as recommendation engines and dive into classification via statistical algorithms, neural networks, and deep learning.
To ensure a smooth learning experience and maximize the benefits of attending this course, you should have the following prerequisite skills:
Take Before: Students should have incoming practical skills aligned with those in the course(s) below, or should have attended the following course(s) as a pre-requisite:
Please note that this list of topics is based on our standard course offering, evolved from typical industry uses and trends. We will work with you to tune this course and level of coverage to target the skills you need most. Course agenda, topics and labs are subject to adjust during live delivery in response to student skill level, interests and participation.
Getting Started: Building applications for the intelligent web with Azure OpenAI
Extracting structure from data: clustering and transforming your data
Recommending relevant content
Classification: placing things where they belong
Case study: click prediction for online advertising
Developing APIs from Azure OpenAI
Building an End-to-End GPT based Web Application
The future of the intelligent web
Tailor your learning experience with Trivera Tech. Whether you need a custom course offering or want to schedule a specific date and time for corporate training, we are here to help. Our team works with you to design a solution that fits your organization's unique needs; whether that is enrolling a small team or your entire department. Simply let us know how many participants you'd like to enroll and the skills you want to develop, and we will provide a detailed quote tailored to your request.
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