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From Zero to LLM

Machine Learning from First Principles to Large Language Models

by Zero to the Zeroth ...

Series Book 1 - From Zero to LLM
Ask how a chatbot works and you usually get one of two answers. "It predicts the next word" is true but doesn't explain how the prediction gets good. The other answer opens with a page of equations. This book takes the road between them.It starts with a café trying to predict tomorrow's iced-latte sales and builds, one idea at a time, to the models behind ChatGPT, Claude, and Gemini. Every step is ... Read more

$12.99 USD or Free with Kobo Plus

Ask how a chatbot works and you usually get one of two answers. "It predicts the next word" is true but doesn't explain how the prediction gets good. The other answer opens with a page of equations. This book takes the road between them.It starts with a café trying to predict tomorrow's iced-latte sales and builds, one idea at a time, to the models behind ChatGPT, Claude, and Gemini. Every step is
... Read more
From Zero to Control Theory

Feedback, Optimal Control, and the Road to RLHF

by Zero to the Zeroth ...

Series series From Zero
How do you make a system hold itself steady? An air conditioner holding a temperature, a drone hovering in wind, a rocket keeping its attitude, the body keeping blood sugar in range: behind all of them is the same language, control theory.The book starts from feedback and the PID controller, the three-knob design that still runs most of industry. It then works through the classical tools (transfer ... Read more

$12.99 USD

How do you make a system hold itself steady? An air conditioner holding a temperature, a drone hovering in wind, a rocket keeping its attitude, the body keeping blood sugar in range: behind all of them is the same language, control theory.The book starts from feedback and the PID controller, the three-knob design that still runs most of industry. It then works through the classical tools (transfer
... Read more
From Zero to LLM 2

How Frontier Models Learned to Reason, Got Cheap, and Went to Work

by Zero to the Zeroth ...

Series Book 2 - From Zero to LLM
When the first reasoning models appeared, nobody knew what would come next. The two years that followed changed more than the decade before them.This book takes those two years apart in six stages. First the reward changed hands: verifiable rewards (RLVR) replaced the human judge with a program, GRPO kept evolving, reasoning turned out to be cheap to distill, and reward hacking grew alongside it ... Read more

$12.99 USD or Free with Kobo Plus

When the first reasoning models appeared, nobody knew what would come next. The two years that followed changed more than the decade before them.This book takes those two years apart in six stages. First the reward changed hands: verifiable rewards (RLVR) replaced the human judge with a program, GRPO kept evolving, reasoning turned out to be cheap to distill, and reward hacking grew alongside it
... Read more
From Zero to Physics

The Experiments That Broke Physics and the Theories That Fixed It

by Zero to the Zeroth ...

Series series From Zero
Physics is not a table of formulas. It is a run of experiments that kept breaking the picture of the world we had, and the theories people built to repair it. This book retells the subject by asking one question over and over: how do we know?It goes from Lagrangian and Hamiltonian mechanics, Noether's theorem, Maxwell's equations, and statistical mechanics to special and general relativity, ... Read more

$12.99 USD

Physics is not a table of formulas. It is a run of experiments that kept breaking the picture of the world we had, and the theories people built to repair it. This book retells the subject by asking one question over and over: how do we know?It goes from Lagrangian and Hamiltonian mechanics, Noether's theorem, Maxwell's equations, and statistical mechanics to special and general relativity,
... Read more
From Zero to Weather

The Physics of Storms, Forecasts, and a Changing Climate

by Zero to the Zeroth ...

Series series From Zero
What does a 60% chance of rain actually promise? Why do detailed forecasts have a horizon of roughly two weeks? How do scientists know the climate is changing, and what can policy still change? This book connects the language of weather with the physical reasoning behind it, so you can follow an argument far enough to judge what it supports.It starts with the ingredients: the atmosphere's layers, ... Read more

$7.99 USD or Free with Kobo Plus

What does a 60% chance of rain actually promise? Why do detailed forecasts have a horizon of roughly two weeks? How do scientists know the climate is changing, and what can policy still change? This book connects the language of weather with the physical reasoning behind it, so you can follow an argument far enough to judge what it supports.It starts with the ingredients: the atmosphere's layers,
... Read more
From Zero to the Bible

An Outsider's Guide to the Whole Story

by Zero to the Zeroth ...

Series series From Zero
The Bible keeps showing up: in paintings you walk past in museums, in Shakespeare and the movies, in politicians' speeches, in a partner's church, in everyday phrases like "the writing on the wall" and "a good Samaritan." Most of us know the pieces secondhand, and many of the pieces are wrong (there is no apple, and the Bible never says there were three kings).This book tells the whole story once, ... Read more

$12.99 USD

The Bible keeps showing up: in paintings you walk past in museums, in Shakespeare and the movies, in politicians' speeches, in a partner's church, in everyday phrases like "the writing on the wall" and "a good Samaritan." Most of us know the pieces secondhand, and many of the pieces are wrong (there is no apple, and the Bible never says there were three kings).This book tells the whole story once,
... Read more
From Zero to Computer Networks

What Happens After You Press Send

by Zero to the Zeroth ...

Series series From Zero
Computer networking is usually taught in two halves. Networking books start with layers and TCP/IP, books on wireless communication stop at the cell tower, and your phone uses both on every message. This book joins them by following one message, sent from a coffee shop in New York to a friend in London, from the radio wave in the air to the cables and routing agreements that carry it across the ... Read more

$9.99 USD or Free with Kobo Plus

Computer networking is usually taught in two halves. Networking books start with layers and TCP/IP, books on wireless communication stop at the cell tower, and your phone uses both on every message. This book joins them by following one message, sent from a coffee shop in New York to a friend in London, from the radio wave in the air to the cables and routing agreements that carry it across the
... Read more
From Zero to Compilers

How Source Code Becomes Machine Code

by Zero to the Zeroth ...

Series series From Zero
You press compile every day, and a few seconds later an executable appears. For most programmers, what happens in between is a black box. This book opens it and follows the pipeline that real compilers use, from the first character of source code to the instructions the processor runs.The lexer cuts characters into tokens, using regular expressions and finite automata. The parser builds a tree, by ... Read more

$9.99 USD or Free with Kobo Plus

You press compile every day, and a few seconds later an executable appears. For most programmers, what happens in between is a black box. This book opens it and follows the pipeline that real compilers use, from the first character of source code to the instructions the processor runs.The lexer cuts characters into tokens, using regular expressions and finite automata. The parser builds a tree, by
... Read more
From Zero to Zi Wei Dou Shu

Build a Birth Chart, Read Its Symbols, and Examine Its Claims

by Zero to the Zeroth ...

Series Book 3 - From Zero: The Divination Trilogy
Zi Wei Dou Shu is a Chinese birth-chart tradition that has circulated for at least four centuries: a fixed set of rules that turns a birth date and hour into twelve palaces of stars, plus a symbolic language for reading them. This book teaches both halves in English and keeps three things apart throughout: the placement rules, the traditional interpretations, and the claims made about real lives ... Read more

$9.99 USD or Free with Kobo Plus

Zi Wei Dou Shu is a Chinese birth-chart tradition that has circulated for at least four centuries: a fixed set of rules that turns a birth date and hour into twelve palaces of stars, plus a symbolic language for reading them. This book teaches both halves in English and keeps three things apart throughout: the placement rules, the traditional interpretations, and the claims made about real lives
... Read more

Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow

by Aurélien Géron ...

Through a recent series of breakthroughs, deep learning has boosted the entire field of machine learning. Now, even programmers who know close to nothing about this technology can use simple, efficient tools to implement programs capable of learning from data. This bestselling book uses concrete examples, minimal theory, and production-ready Python frameworks (Scikit-Learn, Keras, and TensorFlow) ... Read more

$55.99 USD

Through a recent series of breakthroughs, deep learning has boosted the entire field of machine learning. Now, even programmers who know close to nothing about this technology can use simple, efficient tools to implement programs capable of learning from data. This bestselling book uses concrete examples, minimal theory, and production-ready Python frameworks (Scikit-Learn, Keras, and TensorFlow)
... Read more
Deep Learning

A Visual Approach

by Andrew Glassner ...

A richly-illustrated, full-color introduction to deep learning that offers visual and conceptual explanations instead of equations. You'll learn how to use key deep learning algorithms without the need for complex math.Ever since computers began beating us at chess, they've been getting better at a wide range of human activities, from writing songs and generating news articles to helping doctors ... Read more

$59.99 USD

A richly-illustrated, full-color introduction to deep learning that offers visual and conceptual explanations instead of equations. You'll learn how to use key deep learning algorithms without the need for complex math.Ever since computers began beating us at chess, they've been getting better at a wide range of human activities, from writing songs and generating news articles to helping doctors
... Read more
Hands-On Machine Learning with Scikit-Learn and PyTorch

Concepts, Tools, and Techniques to Build Intelligent Systems

by Aurélien Géron ...

The potential of machine learning today is extraordinary, yet many aspiring developers and tech professionals find themselves daunted by its complexity. Whether you're looking to enhance your skill set and apply machine learning to real-world projects or are simply curious about how AI systems function, this book is your jumping-off place.With an approachable yet deeply informative style, author ... Read more

$55.99 USD

The potential of machine learning today is extraordinary, yet many aspiring developers and tech professionals find themselves daunted by its complexity. Whether you're looking to enhance your skill set and apply machine learning to real-world projects or are simply curious about how AI systems function, this book is your jumping-off place.With an approachable yet deeply informative style, author
... Read more

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From Zero to Computer Networks

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Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow

Deep Learning

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