The Generative AI Projects Lifecycle: From Ideation to Production, скачать в хорошем качестве

The Generative AI Projects Lifecycle: From Ideation to Production,

31:25Ever wondered how a business idea becomes a production-ready GenAI-powered solution that delivers real value? While GenAI enables rapid experimentation, successful delivery requires understanding the full project lifecycle—from ideation and model adaptation to deployment and continuous monitoring. In this recording, you’ll gain: – A framework for GenAI-powered app lifecycle that you can apply to your own projects. – Practical insights into prompt design, evaluation, deployment, and operating GenAI applications in real world scenarios. – Basic familiarity with Generative AI concepts is beneficial in this event. Speaker: Zeinab Yousefi | Data Scientist | DNA ‪@dna_fi‬. I’m a data scientist passionate about turning business ideas into data-driven solutions. My work spans building predictive models for customer behavior to uncovering meaningful patterns in large datasets. Nowadays, I’m especially excited about integrating Generative AI into our solutions, driving smarter automation and decision-making by creating AI-powered systems that remain relevant, reliable, and robust, despite the challenges posed by LLMs Chapters: 0:00 Hello & agenda 2:48 Scoping 6:53 Deployment: Model selection 15:30 Deployment: Build 31:25 Deployment: Evaluation 42:09 Monitoring 45:52 Continuous improvement 52:43 Q&A