Google expands AI training with app-building course

Google has launched an introductory course enabling individuals to construct applications using artificial intelligence, aiming to reduce the technical barriers for those who wish to develop software without traditional programming expertise. The "AI for App Building" course focuses on "vibe coding," a technique where users articulate their desired application function in everyday language, and an AI system generates the necessary code.

No prior coding or AI experience is necessary, rendering the program accessible to learners from diverse professional backgrounds. The course consists of three modules, designed to be completed within approximately two hours via Google's Grow with Google platform, although the Coursera listing suggests a shorter estimated completion time.

It is an integral part of the broader Google AI Professional Certificate and offers practical experience with Gemini and Google AI Studio. Learners start by understanding the principles of vibe coding and agentic AI, then engage in hands-on exercises, such as creating a decision-making tool, a visual product application, and an interactive data dashboard.

Participants are then asked to develop their own application based on repetitive tasks they face at work. The AI Studio platform, a browser-based development environment, enables users to describe an application through prompts, generate functional code, preview the outcome, and refine it via conversational instructions. This approach marks a shift towards natural-language interfaces in software development, allowing users to initiate development with a desired objective, such as creating a dashboard or workflow tool.

The AI subsequently generates the initial user interface and software logic, which users can modify and test through further instructions. Google has extended the capabilities of AI Studio beyond its initial role as a platform for experimenting with Gemini models and prompts, enabling users to produce prototypes from descriptions, test them interactively, and prepare them for deployment.

Applications created through the platform can also be transitioned to production environments using Google Cloud infrastructure. The training program focuses on practical applications within the workplace, encouraging participants to identify tasks involving repetitive manual work and explore the potential for custom applications to streamline these processes.

Additionally, learners are taught to diagnose issues arising from AI-generated code, covering common pitfalls associated with vibe coding and emphasizing the importance of evaluating generated applications rather than assuming AI-produced software will function correctly or safely. This component has gained increasing significance as generative AI systems become more prevalent in software development.

The course is aimed not only at traditional developers but also at professionals in operations, marketing, project management, analytics, and customer-facing roles, recognizing that individuals with a deep understanding of their workflows may be able to design specialized tools, even without a conventional software engineering background.

Completion of the course grants a Google course badge, shareable with employers and professional networks. While the article initially suggested the entire programme is free, Google AI Studio can be used for experimentation without a traditional development setup, and Coursera offers trial and enrollment options, but the complete Google AI Professional Certificate is a paid programme, priced at $49 per month in the United States and Canada, with potential variations based on market and learning platform.