AI Design

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AI Design

A Beginner's Guide to Building Intelligence Through Patterns

Gulli, Antonio

Springer Nature Switzerland AG

04/2026

Mole

Inglês

9783032159731

Pré-lançamento - envio 15 a 20 dias após a sua edição

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1 Teaching a Computer to Think.- 2 Predicting the Future (with a Straight Line).- 3 Is this a Cat or a Dog? The Power of Classification.- 4 Making Decisions Like a Pro with Decision Trees.- 5 The Wisdom of the Crowd: Random Forests.- 6 Finding Groups in Your Data: K-Means Clustering.- 7 Your First Artificial Brain: Introduction to Neural Networks.- 8 Deep Learning and Computer Vision.- 9 Understanding Human Language: Natural Language Processing (NLP).- 10 Introducing Transformers: The "Attention" Revolution.- 11 Building the Library of Everything: LLM Pre-Training.- 12 Making the Model Yours: Fine-Tuning.- 13 Making AI Helpful and Harmless: Alignment & RLHF.- 14 AI Teaching AI: The Future with RLAIF.- 15 Your Journey as a Coder Continues.
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Artificial Intelligence;Deep Learning;Neural Networks;Supervised Learning;Reinforcement Learning;AI Basics;Python;Large Language Models;Data Science;Transformers