Articles liés à From Zero to Agents: A Foundational AI/ML Course, Built...
Synopsis
Most machine learning books ask you to trust the black box. This one doesn't.
From Zero to Agents rebuilds artificial intelligence from first principles — starting at the question of what a word even is to a computer, and ending with a working, tool-using AI agent you build yourself. Every concept is explained three ways: theoretically, mathematically, and in code — first written from scratch in raw Python, then reimplemented in PyTorch, so you always know exactly what the library is doing for you.
This is not a tutorial that skips the hard parts. Every equation is derived. Every result is verified by running the code — including the places where the first attempt didn't work, and the book says so.
Inside, you'll build:
- Tokenization and embeddings, from raw text to trainable vectors
- The mathematical toolkit — vectors, matrices, gradients, probability — explained through working code, not abstract proofs
- A complete neural network, with backpropagation derived and verified by hand
- Recurrent networks, LSTMs, and a full transformer with real multi-head attention, trained from scratch
- LoRA fine-tuning, derived and measured, not just described
- A working AI agent — tool use, memory, multi-agent coordination — arriving at the book's own title
Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.
Résultats de recherche pour From Zero to Agents: A Foundational AI/ML Course, Built...
Image d'archives
From Zero to Agents (Paperback)
impression à la demandeVendeur : Grand Eagle Retail, Bensenville, IL, Etats-Unis
Évaluation du vendeur 5 sur 5 étoiles
Paperback. Etat : new. Paperback. Most machine learning books ask you to trust the black box. This one doesn't. From Zero to Agents rebuilds artificial intelligence from first principles - starting at the question of what a word even is to a computer, and ending with a working, tool-using AI agent you build yourself. Every concept is explained three ways: theoretically, mathematically, and in code - first written from scratch in raw Python, then reimplemented in PyTorch, so you always know exactly what the library is doing for you. This is not a tutorial that skips the hard parts. Every equation is derived. Every result is verified by running the code - including the places where the first attempt didn't work, and the book says so. Inside, you'll build: Tokenization and embeddings, from raw text to trainable vectorsThe mathematical toolkit - vectors, matrices, gradients, probability - explained through working code, not abstract proofsA complete neural network, with backpropagation derived and verified by handRecurrent networks, LSTMs, and a full transformer with real multi-head attention, trained from scratchLoRA fine-tuning, derived and measured, not just describedA working AI agent - tool use, memory, multi-agent coordination - arriving at the book's own titleWritten for practitioners who want to open a real AI/ML research paper and read the mathematics fluently, on sight - not skim past it to the prose. This item is printed on demand. Shipping may be from multiple locations in the US or from the UK, depending on stock availability. N° de réf. du vendeur 9798171126919
Acheter neuf
EUR 31,11
Livraison gratuite
Expédition nationale : Etats-Unis
Expédition nationale : Etats-Unis
Quantité disponible : 1 disponible(s)
Image d'archives
From Zero to Agents: A Foundational AI/ML Course, Built From First Principles
impression à la demandeVendeur : California Books, Miami, FL, Etats-Unis
Évaluation du vendeur 5 sur 5 étoiles
Etat : New. Print on Demand. N° de réf. du vendeur I-9798171126919
Acheter neuf
EUR 31,12
Livraison gratuite
Expédition nationale : Etats-Unis
Expédition nationale : Etats-Unis
Quantité disponible : Plus de 20 disponibles
Image d'archives
From Zero to Agents
Vendeur : PBShop.store US, Wood Dale, IL, Etats-Unis
Évaluation du vendeur 5 sur 5 étoiles
PAP. Etat : New. New Book. Shipped from UK. Established seller since 2000. N° de réf. du vendeur L2-9798171126919
Acheter neuf
EUR 32,99
Livraison gratuite
Expédition nationale : Etats-Unis
Expédition nationale : Etats-Unis
Quantité disponible : Plus de 20 disponibles
Image d'archives
From Zero to Agents
Vendeur : PBShop.store UK, Fairford, GLOS, Royaume-Uni
Évaluation du vendeur 5 sur 5 étoiles
PAP. Etat : New. New Book. Shipped from UK. Established seller since 2000. N° de réf. du vendeur L2-9798171126919
Acheter neuf
EUR 29,36
Expédition à EUR 4,89
Expédition depuis Royaume-Uni vers Etats-Unis
Expédition depuis Royaume-Uni vers Etats-Unis
Quantité disponible : Plus de 20 disponibles
Image d'archives
From Zero to Agents (Paperback)
impression à la demandeVendeur : CitiRetail, Stevenage, Royaume-Uni
Évaluation du vendeur 5 sur 5 étoiles
Paperback. Etat : new. Paperback. Most machine learning books ask you to trust the black box. This one doesn't. From Zero to Agents rebuilds artificial intelligence from first principles - starting at the question of what a word even is to a computer, and ending with a working, tool-using AI agent you build yourself. Every concept is explained three ways: theoretically, mathematically, and in code - first written from scratch in raw Python, then reimplemented in PyTorch, so you always know exactly what the library is doing for you. This is not a tutorial that skips the hard parts. Every equation is derived. Every result is verified by running the code - including the places where the first attempt didn't work, and the book says so. Inside, you'll build: Tokenization and embeddings, from raw text to trainable vectorsThe mathematical toolkit - vectors, matrices, gradients, probability - explained through working code, not abstract proofsA complete neural network, with backpropagation derived and verified by handRecurrent networks, LSTMs, and a full transformer with real multi-head attention, trained from scratchLoRA fine-tuning, derived and measured, not just describedA working AI agent - tool use, memory, multi-agent coordination - arriving at the book's own titleWritten for practitioners who want to open a real AI/ML research paper and read the mathematics fluently, on sight - not skim past it to the prose. This item is printed on demand. Shipping may be from our UK warehouse or from our Australian or US warehouses, depending on stock availability. N° de réf. du vendeur 9798171126919
Acheter neuf
EUR 33,92
Expédition à EUR 43,54
Expédition depuis Royaume-Uni vers Etats-Unis
Expédition depuis Royaume-Uni vers Etats-Unis
Quantité disponible : 1 disponible(s)