Generative AI for Developers (TTAI2305)

About This Course:

Generative AI is an exciting frontier in artificial intelligence, enabling the creation of new data, automated content, and enhanced user experiences across industries. Its capabilities drive efficiency and innovation, allowing developers to produce dynamic content, generate code and documentation, improve user interfaces, and design custom recommendations. By harnessing generative AI, developers can build efficient, tailored solutions for various applications.

Generative AI for Developers is a three-day, hands-on course designed for experienced programmers ready to master generative AI techniques and tools. This intensive program will transform your approach to software development, equipping you to generate code, create documentation, automate testing, enhance UI/UX, and develop adaptive content. With companies like NVIDIA, OpenAI, and Google leading the way, generative AI is setting new standards for innovation.

Throughout the course, you'll work with advanced AI models such as GANs, VAEs, and Transformers, enabling you to produce content, documentation, and tests, personalize user interfaces, and deploy AI-driven solutions. The curriculum covers everything from foundational principles to advanced applications, including ethical AI practices, with hands-on labs where you'll develop applications utilizing AI.

In this collaborative, interactive environment, you'll receive personalized guidance and real-time feedback from our expert instructor. By the end, you'll have the skills to design, code, test and deploy applications built entirely with AI.

Course Objectives:

• Build a solid understanding of generative AI techniques and their applications in software.

• Gain hands-on experience with popular models,including GANs, VAEs, and Transformers.

• Learn to utilize AI as your paired programming partner

• Gain hands on experience creating AI assisted requirements, design, code and tests

• Address ethical, legal, and safety considerations of generative AI, including bias mitigation and responsible content generation.

Audience:

The ideal audience for this intermediate and beyond level course consists of experienced software developers, programmers, and engineers who are eager to learn and adopt cutting-edge generative AI techniques in their projects. The course is tailored for experienced professionals with a background in programming and a basic understanding of artificial intelligence and machine learning concepts.

Attendee roles might include:

• Software Developers/Programmers: Those wanting to integrate AI into tasks like code generation, documentation, and testing.

• UI/UX Designers: Professionals interested in creating dynamic, adaptive interfaces using AI.

• Technical Product Managers: Managers looking to enhance AI-driven products.

• Technical Team Leads: Leaders seeking innovative ways to incorporate generative AI into team projects.

Prerequisites:

• Experience with software development languages and platforms (C++, Java, C#, or HTML/Javascript)

• Basic understanding of artificial intelligence and machine learning concepts (supervised and unsupervised learning, neural networks, optimization techniques)