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Course
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AI-powered Python Applications: Advanced API Development for Scaling Generative AI Models
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.
Table of contents
About the author
As a seasoned engineer with over 12 years of experience, I am deeply committed to mentorship, sharing my wealth of experience, and staying at the forefront of cutting-edge technologies. I bring a unique blend of theoretical knowledge and practical skills to the table. My expertise lies in guiding and mentoring aspiring developers through challenging projects across the entire lifecycle. My technical proficiency spans full stack development, software architecture, cloud computing, DevOps, and automation. Utilizing a versatile toolkit that includes .NET, Microsoft Azure, Nodejs, Nextjs, JavaScript, PHP, Hacklang, SQL, CQL, Angularjs and React, I specialize in crafting scalable and reliable applications that meet the demands of modern development. I have a lot of AI ideas to share and mentor and have been embracing AI as one of the current challenges to tackle. In addition to my hands-on work, I am a dedicated contributor to the development community. I have published courses and also actively share my insights and expertise with fellow developers. Passionate about solving complex problems, embracing new technologies, and fostering collaboration within cross-functional teams, I am driven by a goal to create impactful and innovative solutions that elevate user experience and enhance business value. My commitment to mentorship and continuous learning reflects my belief in the power of shared experiences and staying at the cutting edge of the ever-evolving tech landscape.
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