Description
AI-powered Python Applications: Advanced API Development for Scaling Generative AI Models is a course published by Pluralsight Online Academy. AI-powered Python Applications: Advanced API Development for Scaling Generative AI Models teaches developers how to design, build, and scale production-ready APIs that integrate powerful generative AI models using Python. This course teaches you how to build asynchronous API calls, model optimization, serverless deployment, and security strategies to efficiently handle high-volume AI requests.
This course focuses on building robust and scalable AI-powered applications by combining Python with advanced API development techniques. Students explore how to design efficient API architectures that can handle high-demand AI workloads, integrate large language models (LLMs), and manage data pipelines for inference and fine-tuning. The course covers frameworks like FastAPI and Flask, best practices for authentication, throttling, and performance optimization, as well as deployment strategies using Docker and cloud platforms. Students will also gain hands-on experience building APIs that serve text, image, and multi-modal generative AI models, and learn how to effectively monitor, version, and scale them. By the end, students will be equipped with the practical skills to develop professional-level AI applications that connect Python-based systems with modern AI infrastructures.
What you will learn in AI-powered Python Applications: Advanced API Development for Scaling Generative AI Models:
- Introduction to Scalability of AI Applications
- Asynchronous Processing, Latency, and Cost Optimization
- Serverless Architectures and Security at Scale
- Managing Production Models and Real-Time Optimization
- And …
Course specifications
Publisher: Pluralsight
Instructors: Eman Hassan
Language: English
Level: Beginner
Number of Lessons: 20
Duration: 54m
Course topics
AI-powered Python Applications: Advanced API Development for Scaling Generative AI Models Prerequisites
None
Pictures
AI-powered Python Applications: Advanced API Development for Scaling Generative AI Models introduction video
Installation guide
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Subtitle: None
Quality: 1080p
Downloadly link
Rapidgator link
File password (s): www.downloadly.ir
Size
126 MB
