Prompt Engineering for Generative AI: Future-Proof Inputs for Reliable AI Outputs Mike Taylor
Lyt når som helst, hvor som helst
Nyd den ubegrænsede adgang til tusindvis af spændende e- og lydbøger - helt gratis
- Lyt og læs så meget du har lyst til
- Opdag et kæmpe bibliotek fyldt med fortællinger
- Eksklusive titler + Mofibo Originals
- Opsig når som helst
Demystifying LLM, AI Mathematics, and Hardware Infra: A comprehensive guide to understanding Large Language Models, AI Mathematics, and its Hardware Infrastructure
- Af
- Med
- Forlag
- Længde
- 12T 20M
- Sprog
- Engelsk
- Format
- Kategori
Fakta
This ebook is a comprehensive guide to understanding Large Language Models (LLMs), AI Mathematics, and its Hardware Infrastructure. It covers the basics of Natural Language Processing (NLP), choosing the right framework, collecting and preprocessing data, model architecture design, training and fine-tuning, evaluation metrics and validation, deploying your language model, and more. The book also delves into ethical and bias considerations, optimizing performance and efficiency, popular LLMs, integrating with applications, scaling and distributed training, continuous improvement and maintenance, interpretable AI and explainability, challenges and future trends, case studies and project examples, community and collaboration, and a comprehensive introduction to mathematics in AI.
The book provides an in-depth look at the mathematical foundations of LLMs, including essential mathematical concepts, statistics for AI, optimization in AI, linear algebra in AI, calculus for machine learning, probability theory in AI, advanced topics in mathematics for AI, and more. It also covers how to implement AI mathematics concepts with Python, popular Python packages for implementing AI mathematics, applications of mathematics and statistics in AI, and the hardware overview of OpenAI ChatGPT. The book is designed to help readers understand the complex world of LLMs, AI Mathematics, and Hardware Infra, and how they can be used to create innovative applications and solutions.
Whether you're a developer, researcher, or simply curious about the latest advancements in AI, this guide will provide you with a comprehensive understanding of the field.
© 2024 Et Tu Code (Lydbog): 9798882429651
Release date
Lydbog: 15. oktober 2024
Andre kan også lide...
- Artificial Intelligence with Python for Beginners: Comprehensive Guide to Building AI Applications James Ferry
- AI for beginners: Begin your AI developer journey in 2024 Et Tu Code
- Natural Language Processing for Beginners: Advanced Techniques and Applications in Natural Language Processing James Ferry
- How ChatGPT Works ?: Demystifying ChatGPT's Language Understanding and Generation Et Tu Code
- The Creativity Code: How AI is learning to write, paint and think Marcus du Sautoy
- AI Engineering: Building Applications with Foundation Models Chip Huyen
- Algorithms Panos Louridas
- Code Dependent: How AI Is Changing Our Lives — Shortlisted for the Women's Prize for Non-Fiction Madhumita Murgia
- CHATGPT - 101 Things You Must Know Today About ChatGPT and Generative AI Lasse Rouhiainen
- AI 2024: Trends, Technologies, and Transformations David Borish
- Natural Language Processing for Beginners: Demystifying Language in the Digital Age Rayan Murray
- The Fourth Age: Smart Robots, Conscious Computers, and the Future of Humanity Byron Reese
- Deep Learning John D. Kelleher
- The Art of Prompt Engineering with ChatGPT: Mastering Communication with AI to Create, Innovate, and Solve AVH
- Artificial Intelligence For Dummies Luca Massaron
- Artificial Intelligence: Taking Over - How Will AI and Machine Learning Impact Your Life? James Hendrickson
- Programming with GitHub Copilot: Write Better Code--Faster! Kurt Dowswell
- Explainable AI: Demystifying AI Decisions. A Guide to Transparency and Trust James Ferry
- Competing in the Age of AI: Strategy and Leadership When Algorithms and Networks Run the World Karim R. Lakhani
- AI Needs You: How We Can Change AI's Future and Save Our Own Verity Harding
- AI for Beginners: A Complete Guide for Educators and Students Kronborg Books
- Fundamentals of Machine Learning: A no code no math book on understanding fundamentals of modern ML & AI DSA Shots
- Recurrent Neural Networks: Harnessing the Power of Sequential Data for Dynamic Web Applications Saimon Carrie
- Natural Language Processing with Transformers, Revised Edition: Building Language Applications with Hugging Face Thomas Wolf
- The Deep Learning Revolution Terrence J. Sejnowski
- Artificial Intelligence with Python for Beginners: An Introductory Python Guide for the Curious Mind Saimon Carrie
- Neural Networks for Beginners: A Journey Through the Brain of AI Steve Abrams
- Artificial Intelligence in the Modern World: Transformative Technologies and Ethical Implications: Navigating the Impact of AI on Society, Economy, and Culture David Chang
- Homo Deus: A Brief History of Tomorrow Yuval Noah Harari
- The Machine Learning Revolution: How Algorithms Are Redefining Our World Nora Kim
- Internet of Things for Beginners: Comprehensive Guide to a Connected World Steve Abrams
- Azure AI Fundamentals (AI-900) Study Guide: In-Depth Exam Prep and Practice Tom Taulli
- Machine Learning: Deep Learning, Text Analytics, and Reinforcement Learning with Big Data David Feldspar
- Computational Thinking Peter J. Denning
- Effective Machine Learning Teams: Best Practices for ML Practitioners David Colls
- Coders: Who They Are, What They Think and How They Are Changing Our World Clive Thompson
- Deep Learning: Guide to Machine Learning and Artificial Intelligence David Feldspar
- Data Science and Machine Learning Demystified: Mastering Data Science and Machine Learning: Advanced Techniques and Applications Liam Stone
Vælg dit abonnement
Over 600.000 titler
Download og nyd titler offline
Eksklusive titler + Mofibo Originals
Børnevenligt miljø (Kids Mode)
Det er nemt at opsige når som helst
Flex
For dig som vil prøve Mofibo.
1 konto
20 timer/måned
Gem op til 100 ubrugte timer
Eksklusivt indhold hver uge
Fri lytning til podcasts
Ingen binding
Den mest populære
Premium
For dig som lytter og læser ofte.
1 konto
100 timer/måned
Eksklusivt indhold hver uge
Fri lytning til podcasts
Ingen binding
Unlimited
For dig som lytter og læser ubegrænset.
1 konto
Ubegrænset adgang
Eksklusivt indhold hver uge
Fri lytning til podcasts
Ingen binding
Family
For dig som ønsker at dele historier med familien.
2-6 konti
100 timer/måned pr. konto
Fri lytning til podcasts
Kun 39 kr. pr. ekstra konto
Ingen binding
2 konti
179 kr. /månedSprog og region
Dansk
Danmark
