rafaeldff + book   189

Statistics with Julia
Statistics with Julia: Fundamentals for Data Science, MachineLearning and Artificial Intelligence.
statistics  book  online  free  Julia  HaydenKlok  YoniNazarathy  pdf 
july 2019 by rafaeldff
immersive linear algebra - Immersive Math
The world's first linear algebra book with fully interactive figures.
book  free  online  edtech  eLearning  math  LinearAlgebra  interaction  by  JStrömKÅström  TAkenine-Möller 
march 2017 by rafaeldff
Bayesian Methods for Hackers
Online book.

An intro to Bayesian methods and probabilistic programming from a computation/understanding-first, mathematics-second point of view.
programming  book  python  statistics  free  online  bayes  Bayesian  stats  CamDavidsonPilon 
march 2015 by rafaeldff
Unix system programming in OCaml
This document is an introductory course on Unix system programming, with an emphasis on communications between processes. The main novelty of this work is the use of the OCaml language, a dialect of the ML language, instead of the C language that is customary in systems programming. This gives an unusual perspective on systems programming and on the ML language.
book  unix  OCaml  ML  language  ProgrammingLanguage  PL  systems  OperatingSystem  online  free  IPC 
february 2015 by rafaeldff
Introduction to Statistical Learning
This book provides an introduction to statistical learning methods. It is aimed for upper level undergraduate students, masters students and Ph.D. students in the non-mathematical sciences. The book also contains a number of R labs with detailed explanations on how to implement the various methods in real life settings, and should be a valuable resource for a practicing data scientist.
book  books  statistics  stat  toread  pdf  online  free  GarethJames  DanielaWitten  TrevorHastie  RobertTibshirani  learming  ML  machinelearning 
october 2014 by rafaeldff
Statistics Done Wrong — Statistics Done Wrong
Statistics Done Wrong is a guide to the most popular statistical errors and slip-ups committed by scientists every day, in the lab and in peer-reviewed journals. Many of the errors are prevalent in vast swathes of the published literature, casting doubt on the findings of thousands of papers. Statistics Done Wrong assumes no prior knowledge of statistics, so you can read it before your first statistics course or after thirty years of scientific practice.
error  math  research  science  statistics  stat  book  online  free  mistakes  stats 
november 2013 by rafaeldff
ost books on Bayesian statistics use mathematical notation and present
ideas in terms of mathematical concepts like calculus. This book uses
Python code instead of math, and discrete approximations instead of con-
tinuous mathematics. As a result, what would be an integral in a math book
becomes a summation, and most operations on probability distributions are
simple loops.
I think this presentation is easier to understand, at least for people with pro-
gramming skills. It is also more general, because when we make modeling
decisions, we can choose the most appropriate model without worrying too
much about whether the model lends itself to conventional analysis.
Also, it provides a smooth development path from simple examples to real-
world problems. Chapter 3 is a good example. It starts with a simple ex-
ample involving dice, one of the staples of basic probability. From there
it proceeds in small steps to the locomotive problem, which I borrowed
from Mosteller’s
Fifty Challenging Problems in Probability with Solutions
, and
from there to the German tank problem, a famously successful application
of Bayesian methods during World War II
book  pdf  free  online  statistics  bayes  Bayesian  BayesianProbability  BayesTheorem  math  python  programming  AllenBDowney  AllenDowney 
october 2013 by rafaeldff
Linux Programming Interface | No Starch Press
(by the maintainer of the Linux kernel man pages)

The Linux Programming Interface (TLPI) is the definitive guide to the Linux and UNIX programming interface—the interface employed by nearly every application that runs on a Linux or UNIX system.

In this authoritative work, Linux programming expert Michael Kerrisk provides detailed descriptions of the system calls and library functions that you need in order to master the craft of system programming, and accompanies his explanations with clear, complete example programs.

You'll find descriptions of over 500 system calls and library functions, and more than 200 example programs, 88 tables, and 115 diagrams. You'll learn how to:

Read and write files efficiently
Use signals, clocks, and timers
Create processes and execute programs
Write secure programs
Write multithreaded programs using POSIX threads
Build and use shared libraries
Perform interprocess communication using pipes, message queues, shared memory, and semaphores
Write network applications with the sockets API

While The Linux Programming Interface covers a wealth of Linux-specific features, including epoll, inotify, and the /proc file system, its emphasis on UNIX standards (POSIX.1-2001/SUSv3 and POSIX.1-2008/SUSv4) makes it equally valuable to programmers working on other UNIX platforms.
book  linux  unix  kernel  programming  syscall  syscalls  API  reference  man  MichaelKerrisk 
august 2013 by rafaeldff
Applied Cryptography Engineering — Quarrelsome
RT : A thingy I just wrote, on why we need a new edition of Practical Cryptography & why you’d care:
book  crypto  cryptography  security  from twitter
july 2013 by rafaeldff
Book Chapter about Jon Postel
Book Chapter about Jon Postel and the foundations of the internet.
JonPostel  Postel  net  internet  TCP  TCP/IP  DNS  history  IANA  US  naming  authority  ICANN  networking  book  chapter  online  from twitter
february 2013 by rafaeldff
DOM Enlightenment
A free online book about the DOM as specified/implemented in modern browsers.
DOM  book  online  javascript  DOMEnlightenment  CodyLindley 
september 2012 by rafaeldff
IPSUR - Introduction to Probability and Statistics Using R
Introduction to Probability and Statistics Using R, ISBN: 978-0-557-24979-4, is a textbook written for an undergraduate course in probability and statistics.
book  statistics  mathematics  stats  Probability  online  RGJayKerns  GJKerns  IPSUR 
september 2012 by rafaeldff
Think Stats: Probability and Statistics for Programmers
Think Stats is an introduction to Probability and Statistics for Python programmers.
book  programming  programmer  stats  statistic  statistics  ThinkStats  python  O'Reilly  AllenBDowney  AllenDowney 
may 2012 by rafaeldff
Certified Programming with Dependent Types
This is the web site for an in-progress textbook about practical engineering with the Coq proof assistant. The focus is on building programs with proofs of correctness, using dependent types and scripted proof automation.
book  online  free  coq  theorem  prooving  program  proof  proofs  ProofAssistant  language  programming 
november 2011 by rafaeldff
Operating Systems: Four Easy Pieces
Free online OS book from Remzi H. Arpaci-Dusseau and Andrea C. Arpaci-Dusseau.

"The book is centered around four conceptual pieces: virtualization, concurrency, persistence, and distribution. In understanding the conceptual, you will also learn the practical, including how an operating system does things like schedule the CPU, manage memory, store files persistently, and even work in a distributed environment where there are many computers and not just one. Lots of fun stuff!"
book  online  free  OperatingSystem  OS  concurrency  virtualization  distribution  persistence  RemziArpaci-Dusseau  AndreaArpaci-Dusseau  RemziHArpaci-Dusseau  AndreaCArpaci-Dusseau 
october 2011 by rafaeldff
Think Stats: Probability and Statistics for Programmers
Free online book about statistics and probability following a computational approach.
book  statistics  statistic  programming  python  computing  numerical  stats  Probability  AllenBDowney  AllenDowney 
september 2011 by rafaeldff
Operating Systems and Middleware: Supporting Controlled Interaction
Max Hailperin (from Concrete Abstractions fame) creative commons licensed operating systems textbook.
MaxHailperin  book  OperatingSystem  OS  textbook  CC  CreativeCommons  OperatingSystems 
august 2011 by rafaeldff
Index of /~rwh/plbook
Robert Harper's programming languages book.
book  online  free  BobHarper  RobertHarper  programming  language  languages  PL  PLT  pdf 
march 2011 by rafaeldff
Books for hacker-minded people - HackerBooks
Find and explore books quoted on Stack Overflow*and Hacker News*.
book  books  site  tool  web  search  comment  socialsoftware  programming  development 
february 2011 by rafaeldff
Edited Contributions - Programmer 97-things
"Wiki for O'Reilly's new book: 97 things every programmer whould know."
programmer  programming  book  online  o'reilly  OReilly  97  97things  tips  advice 
september 2009 by rafaeldff
Pro Git - Table of Contents
"A book about Git (no idea wether it's any good)."
book  git  VCS  DVCS  online  free  SCM  documentation  reference 
july 2009 by rafaeldff
Bridging the Communication Gap » The book
Book about acceptance tests by Gojko Adzic, recommended by Keith Braithwaite.
book  software  development  testing  engineering  agile  acceptance  AcceptanceTests  GojkoAdzic  test  tests  example  examples  modeling 
june 2009 by rafaeldff
Become a really good graphic designer
Seth Godin's recommendations about design for non-professional-designers.
SethGodin  design  recommendation  list  catalog  squidoo  graphics  GraphicsDesign  designer  reference  books  book 
april 2009 by rafaeldff
IEEE Spectrum: 10 Great Tech Books
Recommendations for books about technology, on the broadest sense of the word, made by Steve Levy for IEEE Spectrum.
article  books  recommendations  list  catalog  StevenLevy  tech  technology  magazine  IEEE  Spectrum  book  reviews  review  lists  toread 
august 2008 by rafaeldff
Mock Objects: Growing Object-Oriented Software, Guided by Tests
JMock guys (Steve Freeman and Nat Pryce) are writing a book about their approach to testing and posting draft chapters online.
book  online  SteveFreeman  NatPryce  OO  software  testing  TDD  mock  mocking  jMock  design  programming  agile 
august 2008 by rafaeldff
O Chefe, de Ivo Patarra
(in portuguese). Um livro sobre o mensalão disponível online.
pt-br  politics  brazil  congress  PT  mensalão  bribery  corruption  scandal  book  online  free  IvoPatarra 
july 2008 by rafaeldff
Alan Kay Reading List - Welcome to Squeakland
"The following list was prepared by Alan Kay for his students and is presented here for those who want to learn more about the ideas and philosophies that influenced the creation of Squeak."
list  books  book  AlanKay  Squeak  Smalltalk  education  science  technology  media  learning 
july 2008 by rafaeldff
A Computational Introduction to Number Theory and Algebra
A book introducing basic concepts from computational number theory and algebra, including all the necessary mathematical background.
book  mathematics  cs  computerscience  Algebra  NumberTheory  free  online  VictorShoup  cryptography  theory  algorithms  reference 
may 2008 by rafaeldff
Lambda Calculus and A++: Basic Concepts
"In this article the importance of the Lambda Calculus is extended to non-functional languages like Java, C, and C++ as well. The article uses A++, a programming language directly derived from the LC."
book  online  free  programming  language  LC  LambdaCalculus  A++  semantics  GeorgLoczewski 
march 2008 by rafaeldff
Programmers At Work
Susan Lammers is making available, chapter by chapter, her 1989 book of interviews with star programmers. Many well-known faces from the early PC era, like Andy Hertzfeld, Charles Simonyi and Bill Gates, are represented.
book  online  blog  SusanLammers  interview  catalog  list  programmer  PC  history  1980s  80s 
february 2008 by rafaeldff
Complexity Theory: A Modern Approach / Sanjeev Arora and Boaz Barak
This is a draft of a textbook on computational complexity theory. It is intended as a text for an advanced undergraduate course or introductory graduate course, or as a reference for researchers and students in computer science and allied fields such as m
book  online  free  computerscience  computing  complexity  theory  computation  ComplexityTheory  Princeton  course  SanjeevArora  BoazBarak  CS  textbook 
february 2008 by rafaeldff
The Penguin Blog: Special Guest Post - Why User-generated Content Mostly Isn't
Clay Shirky: "This is new. We have never before had a single platform which could scale from conversation to broadcast and all points between, but social media gives us that -- it's like your telephone could turn into a radio, depending on how you configu
ClayShirky  blog  post  book  UGC  content  media  internet  web  trend  community  communication  information  SocialSoftware  PenguinBooks 
february 2008 by rafaeldff
Handbook of Applied Cryptography
"CRC Press has generously given us permission to make all chapters available for free download. "
book  cryptography  online  free  security  CS  computerscience  pdf  reference  handbook 
december 2007 by rafaeldff
Logic for Philosophy
"This will be a textbook for a "logic literacy" course(...) It emphasizes breadth rather than depth. For example, it discusses modal logic and counterfactuals, but does not contain completeness proofs for predicate logic."
book  online  free  logic  philosophy  TheodoreSider  NYU 
december 2007 by rafaeldff
DSL Book WIP -- [Fowler]
Martin Fowler: "For a while now, I've been working on a book on Domain Specific Languages. This page is a gateway into my Work In Progress on the book."
MartinFowler  book  site  language  software  development  DSL  domain  pattern  WIP 
november 2007 by rafaeldff
Tenerife Skunkworks -
A new book on "Hardcore Erlang" is coming out by the prags. The name of the author is "Joel Reymont"
JoelReymont  blog  post  Erlang  announcement  book  new  release  PragProgs  trading  stock 
november 2007 by rafaeldff
Is an application server needed for transaction processing? (Eric Newcomer's Weblog)
Eric Newcomer announces a new edition of his transaction processing book and seizes the opportunity to outline a few of the changes in the TP landscape between 1997 and 2007. Interestingly he mentions distributed caching but not compensation transactions.
blog  post  EricNewcomer  transaction  TP  OLTP  JavaEE  JTA  history  book  JTS  WCF  Spring  EJB  EJB3  caching  distributed  systems  IONA  ESB  AppServer  ApplicationServer  container 
october 2007 by rafaeldff
Amazon.com: Implementation Patterns: Books: Kent Beck
Cool! Straight to my wish list: Kent Beck puts on his coder hat back on and writes "Implementation Patterns", a book that smells a lot like Smalltalk Best Practices Patterns (which is great, BTW).
KentBeck  book  patterns  code  coding  programming  pattern  OO  implementation 
october 2007 by rafaeldff
Java Community News - Are Authors Technological Poseurs?
Interesting discussion. "JRuby developer Charles Nutter asks in a recent blog post whether good developers have time to be good authors ...(), and if well-known technical book authors really have the deep experience with a technology that can only come fr
blog  post  forum  thread  Artima  CharlesNutter  programming  coding  writing  writer  author  book  books 
october 2007 by rafaeldff
‘The Big Con’ - New York Times
Excerpt from "The Big Con" by Jonathan Chait, a book about how extreme right-wing took control of the republican party and of much of washington.
NewYorkTimes  NY  book  chapter  excerpt  TheBigCon  JonathanChait  politics  economy  USA  UnitedStates  RepublicanParty  SupplySide 
september 2007 by rafaeldff
Squeak by Example | Lambda the Ultimate
"Squeak by Example is an open-source book about Squeak. Squeak is an open-source implementation of the Smalltalk-80 programming language and environment. A first version of the book is planned to be released mid-September, 2007."
book  online  Smalltalk  Squeak 
september 2007 by rafaeldff
Free as in Freedom: Chapter 6 - The Emacs Commune
The birth of Emacs at the famous MIT AI Lab by Richard Stallman and Guy Steele. (interesting and very well written).
book  online  chapter  Emacs  editor  free  software  RMS  RichardStallman  Stallman  UI  history  SamWilliams  GuySteele  GPL  FSF  MIT  AI  AILab 
july 2007 by rafaeldff
Ursula K. Le Guin: On Serious Literature
Narrative parody of an (analytic) review of a (narrative) novel. The parody is by Ursula K Le Guin, the review is by Ruth Franklin and the novel is by Cormac McCarthy. That's metanarrative for you!
blog  post  review  book  novel  UrsulaKLeGuin  UrsulaLeGuin  RuthFranklin  CormacMcCarthy  TheYiddishPolicemen'sUnion  meta  literature 
july 2007 by rafaeldff
InfoQ: Interview and Book Excerpt: RESTful Web Services
Interview with Sam Ruby and Leonard Richardson. Quote: "My random prediction is that WS-* architectures will not be used long- term for public-facing applications or other very-high-traffic applications."
interview  LeonardRichardson  SamRuby  InfoQ  StefanTilkov  REST  WebServices  web  book 
june 2007 by rafaeldff
teideal glic deisbhéalach » Blog Archive » So I’m writing a Haskell book!
"Don Stewart, John Goerzen and I [BryanO’Sullivan] are collaborating on an upcoming book for O’Reilly, the working title of which is “Real-World Haskell”. Better yet, O’Reilly has agreed to publish the title under a Creative Commons license!"
blog  post  news  announcement  book  Haskell  online  free  CC  functional  programming  O'Reilly  OReilly 
may 2007 by rafaeldff
Beautiful concurrency
Simon Peyton Jones' chapter on STM for the upcoming "Beautiful code" book.
chapter  SimonPeytonJones  book  pdf  online  concurrency  STM  software  transaction  transactional  memory  haskell 
april 2007 by rafaeldff
Proof Theory and Philosophy (pdf)
"First, propositional logic; second, quantifiers, identity and existence; third, modality and truth. In each part, the first chapter covers logical tools and techniques suited to the topic under examination. The second chapter both discusses the issues th
book  online  GregRestall  free  textbook  logic  philosophy  proof  ProofTheory  theory  modal  propositional  predicate  mathmatics  math  pdf 
december 2006 by rafaeldff
Book: Open Source Licensing
Lessig: "this book builds a framework within which the family of free and open source licenses can be understood. And in a rare talent for a lawyer, Rosen succeeds in making these points about the law meaningful and understandable to anyone at all."
book  online  free  LawrenceRosen  MichaelBEinschlag  MichaelEinschlag  opensource  software  law  IP  copyright  copyleft  license  licenses  GPL  MPL  CPL 
november 2006 by rafaeldff
Matter & Interactions
A physics textbook involving software simulation development (with VPython, an easy 3d python library / environment).
book  physics  programming  edu  edtech  learning  python  vpython  3D  simulation  CGI  CG  RuthChabay  BruceSherwood 
november 2006 by rafaeldff
Handbook of Collective Intelligence - Handbook of Collective Intelligence
A wiki authored reference work on Collective Intelligence form the (brand new) MIT Center for Collective Intelligence.
book  wiki  reference  online  free  handbook  culture  intelligence  Knowledge  learning  mit  research  social  socialsoftware  academia  behaviour  collaboration  group  collective 
october 2006 by rafaeldff
Coad - Archetypes,Color, and the Domain-Neutral Component
Chapter from Coad's OO book on modeling with the help of four archetypes: moment-interval, role, “catalog-entry-like description” and “party, place or thing”.
book  chapter  pdf  OO  design  model  modeling  PeterCoad  archetype  pattern  UML 
october 2006 by rafaeldff
The Little Book of Semaphores
A free (GPL doc license) textbook on concurrency primitves with sample code in Python, by Allen B. Downey.
AllenDowney  concurrency  book  online  free  GPL  semaphore  semaphores  mutex  python 
september 2006 by rafaeldff
Security Engineering - A Guide to Building Dependable Distributed Systems
Full content online for Ross Anderson's 2001 book on security engineering. It comes recommended by Bruce Schneier.
book  online  security  software  engineering  free  RossAnderson 
september 2006 by rafaeldff
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