Description
Hands-On APIs for AI and Data Science
Architect the intelligent bridges of the next era and master the high-performance protocols of modern data-driven engineering. Hands-On APIs for AI and Data Science provides a definitive, code-first roadmap to the most significant shift in application capabilities since the rise of the cloud. Learn how to move beyond static scripts to high-velocity, API-powered intelligence—bridging the gap between a standalone machine learning model and a sophisticated, production-grade ecosystem—ensuring your digital products are resilient, scalable, and ready for the 2026 data landscape.
Note: This is a digital product. A secure download link will be sent to your email address immediately after payment.
What You Will Learn:
Foundations of AI API Integration: Master the core principles of connecting with LLMs, computer vision services, and natural language processors via REST and gRPC.
Modern Data Science Workflows: Step-by-step guidance on utilizing FastAPI and Flask to wrap your custom models into high-performance microservices with professional-grade precision.
Scalable Data Ingestion & Transformation: Discover how to utilize automated pipelines to fetch, clean, and serve data to your front-end applications with technical agility.
Strategic Security & Rate Limiting: Learn advanced techniques for maintaining information security within your endpoints, implementing OAuth2, API keys, and protecting your backend from malicious traffic.
Who This Book is For: This professional-grade guide is essential for Data Scientists, Backend Developers, and AI Engineers. It is an invaluable resource for any technical lead—including those building highly responsive, AI-integrated graduation projects like Smart Guard—aiming to master the structural integrity and technical agility required for modern, API-first software delivery.
Product Details:
Format: Digital PDF Download
Author: Ryan Day
Publisher: O’Reilly Media
ISBN-13: 9781098164379
ISBN-10: 1098164377
Reviews
There are no reviews yet.