Yapay zekâ / Derin öğrenme

Dive into Deep Learning

Aston Zhang, Zack C. Lipton, Mu Li, Alexander J. Smola

Build deep-learning systems from mathematical ideas and executable code.

7 beceri

Yapay zekâ / Derin öğrenme

Bayesian Reasoning and Machine Learning

David Barber

Probabilistic modeling and inference for machine-learning problems.

8 beceri

Yapay zekâ / Derin öğrenme

Deep Learning with Python, Second Edition

François Chollet

Practical deep learning with Python and Keras.

7 beceri

Second edition

Yapay zekâ / Derin öğrenme

An Introduction to Statistical Learning, Second Edition

Gareth James, Daniela Witten, Trevor Hastie, Robert Tibshirani

Accessible statistical learning through models, intuition, and laboratories.

8 beceri

Second edition

Yapay zekâ / Derin öğrenme

Deep Learning

Ian Goodfellow, Yoshua Bengio, Aaron Courville

Foundations, methods, and mathematics of modern deep learning.

7 beceri

Yapay zekâ / Derin öğrenme

Probabilistic Machine Learning: Advanced Topics

Kevin P. Murphy

Advanced probabilistic methods for contemporary machine learning.

7 beceri

Yapay zekâ / Derin öğrenme

Probabilistic Machine Learning: An Introduction

Kevin P. Murphy

A unified introduction to probabilistic machine learning.

8 beceri

Yapay zekâ / Derin öğrenme

Mathematics for Machine Learning

Marc Peter Deisenroth, A. Aldo Faisal, Cheng Soon Ong

Essential mathematics behind machine-learning models and algorithms.

8 beceri

Yapay zekâ / Derin öğrenme

Reinforcement Learning: An Introduction

Richard S. Sutton, Andrew G. Barto

The standard framework for reinforcement-learning ideas and algorithms.

7 beceri

Yapay zekâ / Derin öğrenme

Understanding Deep Learning

Simon J. D. Prince

Deep learning explained between theory, intuition, and implementation.

8 beceri

Yapay zekâ / Derin öğrenme

Natural Language Processing with Python

Steven Bird, Ewan Klein, Edward Loper

Natural-language processing through Python, corpora, and linguistic analysis.

8 beceri

Yapay zekâ / Derin öğrenme

Artificial Intelligence: A Modern Approach, Second Edition

Stuart Russell, Peter Norvig

A broad, classical survey of artificial-intelligence methods.

8 beceri

Second edition

Yapay zekâ / Derin öğrenme

The Elements of Statistical Learning, Second Edition

Trevor Hastie, Robert Tibshirani, Jerome Friedman

Rigorous statistical learning theory, models, and computational methods.

8 beceri

Second edition

Algoritmalar

Programming Pearls

Jon Bentley

Elegant problem-solving techniques for efficient programs.

8 beceri

Algoritmalar

Data Structures and Algorithm Analysis in C++, Fourth Edition

Mark Allen Weiss

Data structures and algorithm analysis implemented in C++.

8 beceri

Fourth edition

Algoritmalar

Algorithms, 4th Edition

Robert Sedgewick, Kevin Wayne

Core algorithms taught through Java implementations and visual models.

8 beceri

Fourth edition

Algoritmalar

Introduction to Algorithms

Thomas H. Cormen, Charles E. Leiserson, Ronald L. Rivest, Clifford Stein

A rigorous reference for algorithms and their analysis.

8 beceri

Mimari

Head First Object-Oriented Analysis and Design

Brett McLaughlin, Gary Pollice, David West

Object-oriented analysis and design through lively, visual cases.

8 beceri

First edition

Mimari

Domain-Driven Design

Eric Evans

Model complex business domains through shared language and design.

8 beceri

Mimari

Head First Design Patterns

Eric Freeman, Elisabeth Robson

Design patterns taught with approachable visuals and examples.

8 beceri

First edition

Mimari

Design Patterns: Elements of Reusable Object-Oriented Software

Erich Gamma, Richard Helm, Ralph Johnson, John Vlissides

The canonical catalog of reusable object-oriented design patterns.

8 beceri

Mimari

Design Patterns: Elements of Reusable Object-Oriented Software

Erich Gamma, Richard Helm, Ralph Johnson, John Vlissides

Reusable object-oriented patterns for flexible software design.

6 beceri

Mimari

A Philosophy of Software Design

John Ousterhout

Reduce software complexity through deep modules and clear interfaces.

8 beceri

Mimari

Fundamentals of Software Architecture

Mark Richards, Neal Ford

A practical foundation for reasoning about software architecture.

10 beceri

Mimari

Patterns of Enterprise Application Architecture

Martin Fowler

Patterns for structuring enterprise application systems.

7 beceri

Mimari

Refactoring: Improving the Design of Existing Code

Martin Fowler

Improve existing code through disciplined, behavior-preserving changes.

7 beceri

Mimari

Refactoring: Improving the Design of Existing Code

Martin Fowler

Refactor code safely into clearer, more adaptable designs.

7 beceri

Mimari

The Object Oriented Thought Process 3rd Edition

Matt Weisfeld

Learn object-oriented thinking beyond language-specific syntax.

8 beceri

Third edition

Mimari

Software Architecture: The Hard Parts

Neal Ford, Mark Richards, Pramod Sadalage, Zhamak Dehghani

Navigate difficult tradeoffs in distributed software architecture.

10 beceri

Mimari

Clean Architecture

Robert C. Martin

Architect systems around enduring business rules and boundaries.

8 beceri

Mimari

Clean Code

Robert C. Martin

Write code that communicates intent and remains maintainable.

8 beceri

Mimari

Growing Object Oriented Software Guided by Tests

Steve Freeman, Nat Pryce

Grow object-oriented systems by letting tests drive design.

8 beceri

Mimari

Code Complete

Steve McConnell

A comprehensive handbook for constructing high-quality software.

8 beceri

Dağıtık sistemler

Web Scalability for Startup Engineers

Artur Ejsmont

Scale startup web systems without premature architectural fireworks.

8 beceri

Dağıtık sistemler

Designing Distributed Systems

Brendan Burns

Compose reliable distributed applications from reusable container patterns.

8 beceri

Dağıtık sistemler

Architecting for Scale

Lee Atchison

Design organizations and systems that survive rapid growth.

8 beceri

Dağıtık sistemler

Designing Data-Intensive Applications

Martin Kleppmann

Design dependable data systems by understanding fundamental tradeoffs.

8 beceri

Dağıtık sistemler

Scalability Rules

Martin L. Abbott, Michael T. Fisher

Fifty practical rules for scaling technology and organizations.

8 beceri

Dağıtık sistemler

Building Microservices

Sam Newman

Build and evolve independently deployable service architectures.

8 beceri

Dağıtık sistemler

Production Ready Microservices

Susan J. Fowler

Operate microservices with measurable production readiness.

8 beceri

Dağıtık sistemler

Server Load Balancing

Tony Bourke

Distribute client traffic across reliable network services.

8 beceri

DevOps

Site Reliability Engineering: How Google Runs Production Systems

Betsy Beyer, Chris Jones, Jennifer Petoff, Niall Richard Murphy

Engineering reliable services through practical SRE principles.

8 beceri

DevOps

Kubernetes: Up and Running, Third Edition

Brendan Burns, Joe Beda, Kelsey Hightower, Lachlan Evenson

Run production Kubernetes clusters and applications confidently.

8 beceri

Third edition

DevOps

Prometheus Up & Running

Brian Brazil

Monitor systems effectively with Prometheus and PromQL.

8 beceri

DevOps

Ansible Configuration Management, Second Edition

Daniel Hall

Automate infrastructure configuration with Ansible playbooks and roles.

8 beceri

Second edition

DevOps

Ansible for DevOps (sample)

Jeff Geerling

Use Ansible to automate practical DevOps work.

8 beceri

DevOps

Docker in Action

Jeff Nickoloff, Stephen Kuenzli

Understand containers by building and operating Dockerized applications.

8 beceri

DevOps

Continuous Delivery

Jez Humble, David Farley

Deliver software safely through automated, repeatable release pipelines.

8 beceri

DevOps

Infrastructure as Code, Third Edition

Kief Morris

Manage infrastructure as evolving, testable, version-controlled software.

8 beceri

Third edition

DevOps

Kubernetes in Action

Marko Luksa

Learn Kubernetes deeply through application-centered experiments.

8 beceri

DevOps

Release It!: Design and Deploy Production-Ready Software

Michael T. Nygard

Design production systems that resist cascading failures.

8 beceri

Sistemler / İşletim sistemleri

The Little Book of Semaphores

Allen B. Downey

Understand concurrency by solving classic synchronization puzzles.

8 beceri

Sistemler / İşletim sistemleri

Linux Bible, 2006 Edition

Christopher Negus

A broad 2006-era guide to Linux administration.

8 beceri

2006 publication

Sistemler / İşletim sistemleri

The Linux Kernel

David A. Rusling

An architectural tour of the Linux kernel.

8 beceri

Sistemler / İşletim sistemleri

Linux in Action

David Clinton

Learn Linux administration through practical, scenario-based projects.

8 beceri

Sistemler / İşletim sistemleri

Linux Kernel in a Nutshell

Greg Kroah-Hartman

A compact guide to building Linux kernel modules.

8 beceri

Sistemler / İşletim sistemleri

Beginning Ubuntu Linux, 2nd Edition

Keir Thomas

Begin using and administering Ubuntu Linux step by step.

8 beceri

Second edition

Sistemler / İşletim sistemleri

Advanced Bash-Scripting Guide

Mendel Cooper

Advanced shell scripting through examples, idioms, and exercises.

8 beceri

Sistemler / İşletim sistemleri

Computer Systems: A Programmer's Perspective, Third Edition

Randal E. Bryant, David R. O'Hallaron

See computer systems through a programmer's eyes.

8 beceri

Third edition

Sistemler / İşletim sistemleri

The Linux Command Line (2nd Ed.)

William E. Shotts Jr.

Master Linux commands, shell concepts, and practical scripting.

10 beceri

Second edition

Ağlar

Computer Networks: Solutions Manual

Andrew S. Tanenbaum

Worked solutions for Tanenbaum's computer-networks textbook.

8 beceri

Ağlar

Data Communications and Networking, Fourth Edition

Behrouz A. Forouzan

Networking fundamentals from signals through Internet applications.

8 beceri

Fourth edition

Ağlar

Ethernet: The Definitive Guide

Charles E. Spurgeon

A detailed technical guide to classic Ethernet.

8 beceri

2000 publication

Ağlar

HTTP: The Definitive Guide

David Gourley, Brian Totty

Understand HTTP's messages, intermediaries, caching, and authentication.

8 beceri

Ağlar

Essential SNMP (2001)

Douglas Mauro, Kevin Schmidt

Operate and troubleshoot networks through SNMP management.

8 beceri

2001 publication

Ağlar

High Performance Browser Networking

Ilya Grigorik

Make web applications faster by understanding browser networking.

10 beceri

Ağlar

Computer Networking: A Top-Down Approach, Solutions Manual

James F. Kurose, Keith W. Ross

Worked solutions for a top-down networking textbook.

8 beceri

Ağlar

Understanding IPv6 (2003)

Joseph Davies

A practical introduction to IPv6 architecture and deployment.

8 beceri

2003 publication

Ağlar

802.11 Wireless Networks: The Definitive Guide

Matthew S. Gast

A technical guide to Wi-Fi protocols and deployment.

8 beceri

Ağlar

VoIP for Dummies (2005)

Timothy V. Kelly

Understand and deploy voice over IP without needless jargon.

8 beceri

2005 publication

Web / API ve veri

Database Internals: A Deep Dive into How Distributed Data Systems Work

Alex Petrov

Understand how databases work beneath their query interfaces.

8 beceri

Web / API ve veri

SQL and Relational Theory, Third Edition

C.J. Date

Connect SQL practice to sound relational theory.

8 beceri

Third edition

Web / API ve veri

Beginning PHP5, Apache, And MySQL Web Development (2005)

Elizabeth Naramore et al.

Build dynamic web applications with PHP, Apache, and MySQL.

8 beceri

2005 publication

Web / API ve veri

PHP & MySQL For Dummies, 2nd Edition

Janet Valade

Create database-backed websites with beginner-friendly PHP and MySQL.

8 beceri

Second edition

Web / API ve veri

I Heart Logs: Event Data, Stream Processing, and Data Integration

Jay Kreps

Logs as the durable backbone of distributed data systems.

8 beceri

Web / API ve veri

Redis in Action

Josiah L. Carlson

Build applications with Redis data structures and operational patterns.

8 beceri

Web / API ve veri

PostgreSQL: Up and Running, Third Edition

Regina Obe, Leo Hsu

Administer and develop with PostgreSQL through practical recipes.

8 beceri

Third edition

Web / API ve veri

Distributed Database Management Systems: A Practical Approach

Saeed K. Rahimi; Frank S. Haug

Design and manage databases distributed across multiple sites.

8 beceri

Web / API ve veri

MongoDB: The Definitive Guide, Third Edition

Shannon Bradshaw, Eoin Brazil, Kristina Chodorow

Use MongoDB effectively from data modeling through operations.

8 beceri

Third edition

Diller

C++ Concurrency in Action

Anthony Williams

Write correct, efficient concurrent programs in modern C++.

8 beceri

Diller

A Tour of C++

Bjarne Stroustrup

A concise, authoritative tour of modern C++.

8 beceri

Diller

The C Programming Language

Brian W. Kernighan, Dennis M. Ritchie

The classic, compact foundation for programming in C.

8 beceri

Diller

Efficient C++: Performance Programming Techniques

Dov Bulka, David Mayhew

Optimize C++ programs without sacrificing correctness or design.

8 beceri

Diller

Beginning C++ Game Programming (2004)

Michael Dawson

Learn C++ by building a sequence of games.

8 beceri

2004 publication

Diller

C How to Program

Paul Deitel, Harvey Deitel

Learn C through extensive examples and structured exercises.

8 beceri

Diller

Effective C++, 3rd Edition (2005)

Scott Meyers

Fifty-five proven ways to improve C++ programs and designs.

8 beceri

Third edition

Diller

Effective Modern C++: 42 Specific Ways to Improve Your Use of C++11 and C++14

Scott Meyers

Apply modern C++11 and C++14 features effectively.

8 beceri

Diller

C++ Primer, 3rd Edition

Stanley B. Lippman, Josee Lajoie

Learn the C++ language through disciplined object-oriented programming.

8 beceri

Third edition

Diller

Scala Cookbook, Second Edition

Alvin Alexander

Solve everyday Scala problems with practical, reusable recipes.

8 beceri

Second edition

Diller

Scala for the Impatient

Cay S. Horstmann

Learn Scala quickly through concise explanations and examples.

8 beceri

Diller

Structure and Interpretation of Computer Programs

Harold Abelson, Gerald Jay Sussman, Julie Sussman

Discover powerful abstractions by building interpreters and systems.

8 beceri

Diller

Functional Programming in Scala, Second Edition

Michael Pilquist, Runar Bjarnason, Paul Chiusano

Functional programming in Scala through algebra and composable design.

8 beceri

Second edition

Diller

Practical Common Lisp

Peter Seibel

Learn Common Lisp by building useful, idiomatic programs.

8 beceri

Diller

Crafting Interpreters

Robert Nystrom

Build two interpreters and understand programming languages deeply.

8 beceri

Diller

Elixir in Action, Third Edition

Sasa Juric

Build fault-tolerant, concurrent applications with Elixir and OTP.

8 beceri

Third edition

Diller

The Go Programming Language

Alan A.A. Donovan, Brian W. Kernighan

A rigorous guide to idiomatic Go programming.

8 beceri

Diller

Head First Go

Jay McGavren

Learn Go visually through projects, puzzles, and experiments.

8 beceri

First edition

Diller

Go in Practice

Matt Butcher, Matt Farina

Practical techniques for writing production-quality Go applications.

8 beceri

Diller

Go Web Programming

Sau Sheong Chang

Build web applications and services with Go.

8 beceri

Diller

Go in Action

William Kennedy, Brian Ketelsen, Erik St. Martin

Learn Go through real applications and concurrent systems.

8 beceri

Diller

Think Java

Allen B. Downey, Chris Mayfield

Learn programming and object-oriented ideas with Java.

8 beceri

Diller

Professional Eclipse 3 for Java Developers

Berthold Daum

Develop Java applications productively in Eclipse 3.

8 beceri

Diller

Java Concurrency in Practice

Brian Goetz, Tim Peierls, Joshua Bloch, Joseph Bowbeer

Design safe, scalable concurrent Java programs.

8 beceri

Diller

Java in a Nutshell

David Flanagan

A compact 1997 reference to the Java language and APIs.

8 beceri

1997 publication

Diller

Kotlin In Action

Dmitry Jemerov, Svetlana Isakova

Write expressive, interoperable applications with Kotlin.

8 beceri

Diller

Java: How to Program, Sixth Edition

Harvey M. Deitel, Paul J. Deitel

Learn Java systematically through extensive examples and exercises.

8 beceri

Sixth edition

Diller

Effective Java

Joshua Bloch

Practical rules for writing robust, modern Java.

8 beceri

Diller

Java Programming

Joyce Farrell

A comprehensive introduction to programming with Java.

8 beceri

Diller

Eloquent JavaScript

Marijn Haverbeke

Learn JavaScript by building a language-like mental model.

8 beceri

Diller

Modern Java in Action

Raoul-Gabriel Urma, Mario Fusco, Alan Mycroft

Use modern Java features for clear functional-style applications.

8 beceri

Diller

1000 Java Tips

Alexandre Patchine; Heinz M. Kabutz

A large collection of Java techniques and programming tips.

8 beceri

Diller

JavaScript Cookbook

Shelley Powers

Solve everyday JavaScript problems with focused recipes.

8 beceri

Diller

Flutter in Action

Eric Windmill

Build cross-platform mobile applications with Flutter and Dart.

8 beceri

Diller

Swift in Depth

Tjeerd in 't Veen

Master Swift's advanced language features and design choices.

8 beceri

Diller

Think Python

Allen B. Downey

Learn programming clearly through Python and computational thinking.

8 beceri

Diller

The Hitchhiker's Guide to Python

Kenneth Reitz, Tanya Schlusser

Navigate Python's culture, tooling, and best practices.

8 beceri

Diller

Fluent Python, Second Edition

Luciano Ramalho

Use Python's data model for fluent, idiomatic programs.

8 beceri

Second edition

Diller

Learning Python, 3rd Edition

Mark Lutz

A deep, comprehensive tutorial for learning Python.

8 beceri

Third edition

Diller

High Performance Python, Second Edition

Micha Gorelick, Ian Ozsvald

Measure and improve Python's speed and memory use.

8 beceri

Second edition

Diller

Modern PHP

Josh Lockhart

Write secure, maintainable applications with modern PHP.

8 beceri

Diller

Ruby Phrasebook

Lucas Carlson

Quick Ruby solutions organized for everyday reference.

8 beceri

Diller

Ruby Cookbook

Lucas Carlson, Leonard Richardson

Solve practical Ruby problems with hundreds of recipes.

8 beceri

Diller

Laravel: Up & Running, Third Edition

Matt Stauffer

Build full-featured web applications with modern Laravel.

8 beceri

Third edition

Diller

Programming Ruby 3.2, Fifth Edition

Noel Rappin, Dave Thomas

A comprehensive guide to Ruby 3.2 programming.

8 beceri

Fifth edition

Diller

Programming Rust, Second Edition

Jim Blandy, Jason Orendorff, Leonora F.S. Tindall

Build reliable systems software with Rust's safety model.

8 beceri

Second edition

Diller

The Rust Programming Language, Second Edition

Steve Klabnik, Carol Nichols

Learn Rust from fundamentals through practical systems programming.

10 beceri

Second edition

Diller

Learning React, Second Edition

Alex Banks, Eve Porcello

Build modern interfaces with React's component model.

8 beceri

Second edition

Diller

Designing Web APIs

Brenda Jin, Saurabh Sahni, Amir Shevat

Design web APIs that developers can understand and trust.

8 beceri

Diller

CSS: The Definitive Guide, Fifth Edition

Eric A. Meyer, Estelle Weyl

A definitive, detailed reference to modern CSS.

8 beceri

Fifth edition

Diller

RESTful Web Services

Leonard Richardson, Sam Ruby

Design distributed web services around resources and HTTP.

8 beceri

Diller

Node.js in Action (2014)

Mike Cantelon, Marc Harter, T.J. Holowaychuk, Nathan Rajlich

Build server-side JavaScript applications with Node.js.

8 beceri

2014 publication

Diller

Building Dynamic Web 2.0 Websites with Ruby on Rails

Peter MacIntyre

Create dynamic Web 2.0 sites with Ruby on Rails.

8 beceri

Pragmatik mühendislik

Essential XML Quick Reference

Aaron Skonnard, Martin Gudgin

A compact reference to XML's essential technologies.

8 beceri

Pragmatik mühendislik

System Design Interview: An Insider's Guide, Volume 1

Alex Xu

Practice scalable system design through structured interview problems.

6 beceri

Volume 1, second edition

Pragmatik mühendislik

System Design Interview: An Insider's Guide, Volume 2

Alex Xu; Sahn Lam

Practice scalable system design through structured interview problems.

6 beceri

Volume 2

Pragmatik mühendislik

Think DSP

Allen B. Downey

Understand digital signal processing through executable Python experiments.

8 beceri

Pragmatik mühendislik

XML Programming Bible (2003)

Brian Benz, John Durant

Program XML applications across the classic web stack.

8 beceri

2003 publication

Pragmatik mühendislik

AI Engineering: Building Applications with Foundation Models

Chip Huyen

Engineer dependable applications with foundation models.

8 beceri

Pragmatik mühendislik

The Pragmatic Programmer

David Thomas, Andrew Hunt

Timeless habits for adaptable, responsible software development.

8 beceri

Pragmatik mühendislik

XML 1.1 Bible, Third Edition

Elliotte Rusty Harold

A comprehensive guide to XML 1.1 and related standards.

8 beceri

Third edition

Pragmatik mühendislik

The Mythical Man-Month

Frederick P. Brooks Jr.

Why adding people rarely rescues a late software project.

8 beceri

Pragmatik mühendislik

The Phoenix Project

Gene Kim, Kevin Behr, George Spafford

A business novel about transforming troubled IT delivery.

8 beceri

Pragmatik mühendislik

Mastering Regular Expressions

Jeffrey E.F. Friedl

Master regular expressions across languages, tools, and engines.

8 beceri

Pragmatik mühendislik

Web Performance in Action

Jeremy Wagner

Improve web speed through measurement and deliberate optimization.

8 beceri

Pragmatik mühendislik

Working Effectively with Legacy Code

Michael C. Feathers

Change legacy code safely by creating testable seams.

8 beceri

Pragmatik mühendislik

Microsoft SharePoint 2013 Developer Reference

Paolo Pialorsi

Develop and customize solutions for SharePoint 2013.

8 beceri

2013 publication

Pragmatik mühendislik

Pro Git

Scott Chacon, Ben Straub

Understand Git deeply, from everyday commands to internals.

8 beceri

Pragmatik mühendislik

Programming in C

Stephen G. Kochan

Learn C programming through careful examples and exercises.

8 beceri

Pragmatik mühendislik

Software Engineering at Google: Lessons Learned from Programming Over Time

Titus Winters, Tom Manshreck, Hyrum Wright

How large teams build, test, and sustain software.

8 beceri

Pragmatik mühendislik

Implementing Domain-Driven Design

Vaughn Vernon

Apply domain-driven design through concrete implementation patterns.

8 beceri

Pragmatik mühendislik

Unit Testing: Principles, Practices, and Patterns

Vladimir Khorikov

Design tests that protect behavior without shackling implementation.

8 beceri

Pragmatik mühendislik

Computer Organization and Architecture, Ninth Edition

William Stallings

Understand computer hardware architecture and organization systematically.

8 beceri

Ninth edition

Pragmatik mühendislik

R Graphics Cookbook

Winston Chang

Create effective R graphics through practical recipes.

8 beceri

Bilgisayar bilimi temelleri

Effective Computation in Physics

Anthony Scopatz, Kathryn D. Huff

Use computation effectively in physics research and study.

8 beceri

Bilgisayar bilimi temelleri

Category Theory for Programmers

Bartosz Milewski

Category theory translated into a programmer's language.

8 beceri

Bilgisayar bilimi temelleri

Precalculus

Carl Stitz, Jeff Zeager

A complete, openly available path through precalculus.

8 beceri

Bilgisayar bilimi temelleri

Information Theory, Inference, and Learning Algorithms

David J.C. MacKay

Information theory and Bayesian inference unified through learning.

8 beceri

Bilgisayar bilimi temelleri

Linear Algebra

Jim Hefferon

A rigorous, open textbook on linear algebra.

8 beceri

Bilgisayar bilimi temelleri

College Physics

Paul Peter Urone, Roger Hinrichs

College physics explained through concepts, examples, and applications.

8 beceri

Bilgisayar bilimi temelleri

Linear Algebra Done Right, Fourth Edition

Sheldon Axler

Linear algebra centered on operators, structure, and proofs.

8 beceri

Fourth edition

Bilgisayar bilimi temelleri

Convex Optimization

Stephen Boyd, Lieven Vandenberghe

Convex optimization theory with algorithms and engineering applications.

8 beceri

Programlama Kitaplarından Beceriler

Kitap kataloğu

Dive into Deep Learning

Bayesian Reasoning and Machine Learning

Deep Learning with Python, Second Edition

An Introduction to Statistical Learning, Second Edition

Deep Learning

Probabilistic Machine Learning: Advanced Topics

Probabilistic Machine Learning: An Introduction

Mathematics for Machine Learning

Reinforcement Learning: An Introduction

Understanding Deep Learning

Natural Language Processing with Python

Artificial Intelligence: A Modern Approach, Second Edition

The Elements of Statistical Learning, Second Edition

Programming Pearls

Data Structures and Algorithm Analysis in C++, Fourth Edition

Algorithms, 4th Edition

Introduction to Algorithms

Head First Object-Oriented Analysis and Design

Domain-Driven Design

Head First Design Patterns

Design Patterns: Elements of Reusable Object-Oriented Software

Design Patterns: Elements of Reusable Object-Oriented Software

A Philosophy of Software Design

Fundamentals of Software Architecture

Patterns of Enterprise Application Architecture

Refactoring: Improving the Design of Existing Code

Refactoring: Improving the Design of Existing Code

The Object Oriented Thought Process 3rd Edition

Software Architecture: The Hard Parts

Clean Architecture

Clean Code

Growing Object Oriented Software Guided by Tests

Code Complete

Web Scalability for Startup Engineers

Designing Distributed Systems

Architecting for Scale

Designing Data-Intensive Applications

Scalability Rules

Building Microservices

Production Ready Microservices

Server Load Balancing

Site Reliability Engineering: How Google Runs Production Systems

Kubernetes: Up and Running, Third Edition

Prometheus Up & Running

Ansible Configuration Management, Second Edition

Ansible for DevOps (sample)

Docker in Action

Continuous Delivery

Infrastructure as Code, Third Edition

Kubernetes in Action

Release It!: Design and Deploy Production-Ready Software

The Little Book of Semaphores

Linux Bible, 2006 Edition

The Linux Kernel

Linux in Action

Linux Kernel in a Nutshell

Beginning Ubuntu Linux, 2nd Edition

Advanced Bash-Scripting Guide

Computer Systems: A Programmer's Perspective, Third Edition

The Linux Command Line (2nd Ed.)

Computer Networks: Solutions Manual

Data Communications and Networking, Fourth Edition

Ethernet: The Definitive Guide

HTTP: The Definitive Guide

Essential SNMP (2001)

High Performance Browser Networking

Computer Networking: A Top-Down Approach, Solutions Manual

Understanding IPv6 (2003)

802.11 Wireless Networks: The Definitive Guide

VoIP for Dummies (2005)

Database Internals: A Deep Dive into How Distributed Data Systems Work

SQL and Relational Theory, Third Edition

Beginning PHP5, Apache, And MySQL Web Development (2005)

PHP & MySQL For Dummies, 2nd Edition

I Heart Logs: Event Data, Stream Processing, and Data Integration

Redis in Action

PostgreSQL: Up and Running, Third Edition

Distributed Database Management Systems: A Practical Approach