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Online Security Tricks and Tips - 20th Edition 2024

Language: English | Format: pdf | 2024 | Size: 60 MB

 

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AI Engineering Building Applications with Foundation Models - Chip Huyen

English | January 7th, 2025 | ISBN: 1098166302 | 535 pages | True PDF | 31.92 MB

Recent breakthroughs in AI have not only increased demand for AI products, they've also lowered the barriers to entry for those who want to build AI products. The model-as-a-service approach has transformed AI from an esoteric discipline into a powerful development tool that anyone can use. Everyone, including those with minimal or no prior AI experience, can now leverage AI models to build applications. In this book, author Chip Huyen discusses AI engineering: the process of building applications with readily available foundation models.

The book starts with an overview of AI engineering, explaining how it differs from traditional ML engineering and discussing the new AI stack. The more AI is used, the more opportunities there are for catastrophic failures, and therefore, the more important evaluation becomes. This book discusses different approaches to evaluating open-ended models, including the rapidly growing AI-as-a-judge approach.

AI application developers will discover how to navigate the AI landscape, including models, datasets, evaluation benchmarks, and the seemingly infinite number of use cases and application patterns. You'll learn a framework for developing an AI application, starting with simple techniques and progressing toward more sophisticated methods, and discover how to efficiently deploy these applications.

• Understand what AI engineering is and how it differs from traditional machine learning engineering
• Learn the process for developing an AI application, the challenges at each step, and approaches to address them
• Explore various model adaptation techniques, including prompt engineering, RAG, fine-tuning, agents, and dataset engineering, and understand how and why they work
• Examine the bottlenecks for latency and cost when serving foundation models and learn how to overcome them
• Choose the right model, dataset, evaluation benchmarks, and metrics for your needs

Chip Huyen works to accelerate data analytics on GPUs at Voltron Data. Previously, she was with Snorkel AI and NVIDIA, founded an AI infrastructure startup, and taught Machine Learning Systems Design at Stanford. She's the author of the book Designing Machine Learning Systems, an Amazon bestseller in AI.

AI Engineering builds upon and is complementary to Designing Machine Learning Systems (O'Reilly).

 

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Drone Piloting For Dummies - Curt Simmons

English | November 13th, 2024 | ISBN: 1394282117 | 371 pages | True PDF | 53.14 MB

The know-how you need to become a pro drone pilot and market your skill

Licensed and skilled drone pilots are in huge demand. Drone Piloting For Dummies teaches you how to make a career out of it. From real estate to construction to inspection to mapping to delivery, the need for drone photography and videography is everywhere. This book outlines the basics of selecting and operating a drone, shows you how to get licensed, and explains all the regulations you need to know. You'll also learn to read charts and capture high-quality photos and videos. Plus, this guide walks you through the process of turning this skill into a full-time career or profitable side hustle. Written by a licensed drone pilot and entrepreneur, Drone Piloting For Dummies helps you take off on your new adventure!

• Grasp flying basics and care for your drone
• Prep for certification and learn the regulations
• Refine your photography and videography skills
• Market your skills and discover cool career opportunities

This book is for anyone who wants to become a drone pilot or increase their piloting skills for job readiness and performance.

 

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Popular Woodworking - Issue 282, February 2025

Language: English | Format: pdf | 2024 | Size: 43.5 MB

 

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Playboy Denmark - December 2024

Language: English | Format: pdf | 2024 | Size: 50.7 MB