Ai Engineering: Building Applications With Foundation Models Chip Huyen O&Apos Reilly Media Αγγλικά Βιβλία Economics Business & Finance And Management

Recent Breakthroughs In Ai Have Not Only Increased Demand For Products They\ Ve Also Lowered The Barriers To Entry Those Who Want Build Model-As-A-Service Approach Has Transformed From An Esoteric Discipline Into A Powerful Development Tool That Anyone Can Use Everyone Including With Minimal Or No Prior Experience Now Leverage Models Applications This Book Author Chip Huyen Discusses Engineering: Process Of Building Readily Available Foundation Starts Overview Engineering Explaining How It Differs Traditional ML And Discussing New Stack More Is Used Opportunities There Are Catastrophic Failures Therefore Important Evaluation Becomes Different Approaches Evaluating Open-Ended Rapidly Growing Ai-As-A-Judge Application Developers Will Discover Navigate Landscape Datasets Benchmarks Seemingly Infinite Number Cases Patterns You\ Ll Learn Framework Developing Starting Simple Techniques Progressing Toward Sophisticated Methods Efficiently Deploy These Understand What Machine Learning Engineeringlearn Challenges At Each Step Address Themexplore Various Model Adaptation Prompt Rag Fine-Tuning Agents Dataset Why They Workexamine Bottlenecks Latency Cost When Serving Overcome Themchoose Right Metrics Your Needschip Works Accelerate Data Analytics On Gpus Voltron Previously She Was Snorkel Nvidia Founded Infrastructure Startup Taught Systems Design Stanford She\ S Designing Amazon Bestseller Builds Upon Complementary (O\ Reilly) Σελίδες: 528