E-Book
How to Put AI Models Into Production
Access the e-book to explore the challenges, solutions, and best practices in AI model deployment.
What Will You Learn?
Discover the modern landscape of AI inference, production use cases from companies, and real-world challenges and solutions. Also, explore the future of inference and what’s on the horizon in the deep learning and machine learning worlds. Citing actual inference use cases and common pitfalls, the ebook provides actionable steps to optimize AI inference deployments.
E-Book Chapters
Modern AI Inference Landscape
Inference in machine learning, deep learning, challenges in production, and more
Real-World Inference Use Cases
Across computer vision, NLP, recommenders; featuring Amazon, Microsoft, and others
Benefits, Challenges, and Solutions
Using NVIDIA Triton Inference Server™ and TensorRT™; handling different data types, sample code, and more
AI Inference Horizon
Evolution of AI algorithms, skills and talent, regulatory environments, and more