Building the Neural Networks of Tomorrow
De Aiman JoeHanz
Duração4h 12m
Sobre este audiolivro
Neural networks are functions found by search rather than written by design - lattices of simple arithmetic units whose connection strengths were tuned by exposure to examples until the lattice did something useful. This structural guide treats the network as the infrastructure the decade stands on: what precisely a neural network is, the neuron, the layer, and the single function they compose into, the learning rule that grows behavior by error correction, architectures as recorded assumptions about the world, the data discipline that makes the corpus the true specification, scale and its honest budget, training runs operated as engineering projects, evaluation that keeps the measured number honest, deployment with envelopes matched to the measurement, and the operating program with its five lines. A structural blueprint for building - and governing - the neural networks of tomorrow.
Detalhes do audiolivro
GêneroEducation and Learning
Duração4 h 12 min
Narrado porOuça com mais de 1.000 vozes
FormatoeBook com áudio
Data de publicação1 de out. de 2026
IdiomaInglês
Sumário
1Title Page
2Introduction
3Chapter 1: What a Neural Network Precisely Is
4Chapter 2: The Neuron, the Layer, and the Function
5Chapter 3: The Learning Rule
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6Chapter 4: Architecture as Assumption
7Chapter 5: The Data Discipline
8Chapter 6: Scale and Its Costs
9Chapter 7: Training Operations
10Chapter 8: Evaluation and Generalization
11Chapter 9: Deployment and the Living Network
12Chapter 10: The Operating Discipline
13References
14Connect
15About the Author
16Series Info
Séries
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