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AI-powered Python Applications: Advanced API Development for Scaling Generative AI Models
Released/Updated: May 01, 2025
Duration: 54m 20s | .MP4 1920x1080, 30 fps(r) | AAC, 48000 Hz, 2ch | 147 MB
Genre: eLearning | Language: English
Get ready to scale your AI-powered Python APIs. This course will teach you how to build asynchronous API calls, model optimization, serverless deployment, and security strategies to handle high-volume AI requests efficiently.
What you'll learn
High-traffic AI applications demand efficient, scalable backend systems. In this course, AI-powered Python Applications: Advanced API Development for Scaling Generative AI Models, you'll learn how to design and deploy performant AI-driven APIs using Python. First, you'll explore how to handle large volumes of requests with techniques such as asynchronous processing and queueing. Next, you'll discover how to manage costs and reduce latency using model caching, batch processing, and other optimization strategies. Finally, you'll learn how to build and secure serverless AI APIs, ensuring robust handling of real-time requests and traffic surges. When you're finished with this course, you'll have the skills and knowledge of advanced API design for generative AI models needed to confidently build high-throughput, resilient, and cost-effective AI-powered systems.
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