This four-part book is focused on programming techniques and technologies that in the author's opinion can help next generation web applications handle data more “intelligently”. The code samples are implemented in Ruby (and a little bit of Java).
ByMichael Mimo I have always had an interest in AI, machine learning, and data mining but I found the introductory books too mathematical and focused mostly on solving academic problems rather than real-world industrial problems. So, I was curious to see what this book was about.
I have read the book front-to-back (twice!) before I write this report. I started reading the electronic version a couple of months ago and read the paper print again over the weekend. This is the best practical book in machine learning that you can buy today — period. All the examples are written in Java and all algorithms are explained in plain English. The writing style is superb!
Questo è il primo manuale italiano rivolto all’utilizzo professionale della rete Internet per ricavare informazioni su fenomeni sociali e criminali, persone fisiche e giuridiche, profili individuali e collettivi. Un manuale per i giornalisti d’inchiesta, ma che torna utile a tutte le professioni aventi a che fare con l’investigazione.
La metodologia illustrata è l’OSINT (Open Source Intelligence, analisi delle fonti aperte) che comprende diversi ambiti disciplinari combinati tra loro (strumenti di hacking della rete, uso avanzato dei motori di ricerca, utilizzo dei portali di investigazioni digitali, tecniche di analisi investigative per valutare il materiale e proiettarlo su strumenti di elaborazione grafica dei dati) e ricorre a diverse fonti (mezzi di comunicazione di massa, dati pubblici, file multimediali, dati provenienti da database con informazioni istituzionali o da database a pagamento con informazioni di provenienza editoriale).
Attraverso l'analisi delle fonti aperte su Internet è possile ottenere informazioni significative pur partendo da pochissimi dati. L'indirizzo di un sito web, un'email, un semplice curriculum vitae possono diventare delle miniere di notizie e dettagli informativi. In un mondo aperto come quello di Internet, documenti, dati e informazioni saranno sempre più messi a disposizione degli utenti della rete. Conviene essere preparati e pronti allo sfruttamento di questa immensa risorsa.
In Italia il giornalismo investigativo è in piena espansione. Dal lato televisivo, per esempio, ci sono programmi come Report, Inchieste di Rainews24, Presa Diretta. È quindi il momento più adatto per lanciare sul mercato editoriale una collana giovane e agile, con nomi di spicco ma anche con esordienti in grado di realizzare inchieste di qualità: nasce così la nuova collana giornalismo investigativo, frutto dell’incontro tra l’AGI (Associazione di Giornalismo Investigativo) e Minerva Edizioni.
5.0 out of 5 starsThe best collection in English — bold, innovative, essential, October 31, 2013
Routledge's managing editor for this collection, and the contributing editors themselves, one of whom I know personally, have created the single best collection in the English language, and explicitly superior to the Oxford counterpart that is lacking in scope of coverage and diversity of authorship. This is the first book to fully satisfy me in one book (for the five volume standard in the field see Strategic Intelligence [5 volumes] (Intelligence and the Quest for Security) (v. 1-5).
The book is opened by Loch Johnson, long one of my heroes (and with Britt Snider, one of two people to serve on both the Church and Aspin-Brown Commissions). His section concludes that intelligence studies still lacks deep credible understanding of how intelligence does (or does not) influence policy (and strategy and acquisition and operations), when intelligence works or does not, and how, exactly intelligence producers an consumers get on. I have my own answers, shared with General Tony Zinni, USMC, among others: intelligence does NOT influence anything of substance; it costs too much for what little it produces (4% “at best”), and it ignores 90% of the potential consumers of intelligence (see my free online article, “Intelligence for the President — AND Everyone Else.”
From Lock we move to Michael Warner on theories of intelligence, this is a seminal piece both a stellar and nuanced definition of what intelligence is, and consideration of intelligence risk. In this section I am also captured by R. Gerald Hughes on “Strategists and Intelligence,” this is a thoughtful read to which I would add the opening of Ada Bozeman's Strategic Intelligence and Statecraft: Selected Essays (Brassey's Intelligence & National Security Library).
7 Stars — Documents Presidential Perfidy – Life Transformative for This Reason
I broke with the Republican Party over Iran-Contra and belatedly, the one trillion a year that Reagan started shamelessly borrowing to fund the dual welfare system — a dysfunctional military-espionage-industrial complex for the right, and a dysfunctional regulatory myopic and equally toxic individual welfare system for the left, all while ignoring banking and corporate predation. Fox News broke with me when I said, on live Fox, that the Global War on Terror was a fraud. Fox may be getting smarter, certainly this book causes me to reconsider where the right might be. I like the book very much. Although an Op-Ed book that lacks the eye candy (the Constitution as an appendix, and charts showing the specifics of Roosevelt's and Wilson's violations, maps of global and domestic depravities carried out in the public name and at the public's expense), this is a superb primer, a superb eye-opener, not just for the normal American with little time to read, but also, absolutely, for those like myself who read a great deal but may not have been well grounded in the areas where Judge Napolitano has spent hard time in the trenches.
I notice immediately that among his many books are two that resonate with everything that I and others do at Phi Beta Iota the Public Intelligence Blog (“The truth at any cost lowers all other costs”):
This book is a measured and hence valuable overview of thirteen unconstitutional turns in our last century and a half. I thought, with all the other excellent reviews already up, that the best contribution I could make is single out the one where I learned the most, and then offer an additional recommended reading in each of eight other areas where the author has sharpened my understanding and heightened my patriotic anger.
EYE OPENER: I never gave much thought to the 17th amendment that took states' right away by taking away the role of the Senators as representatives of the State, instead turning them into the standard mob mouthpieces of the two-party tyranny. Now I am in Afghanistan, where a federal system has made corruption the central fact of life, destroyed the diversity and integrity of the provinces, and set the stage for another civil war when the US limps out. The older I get and the more I learn, the more I treasure grass-roots diversity down to municipal and county rights — NO from the bottom must trump “because I say so” from the top. I am adding reversal of 17th Amendment to my “to do” list at We the People Reform Coalition, joining my view that secession is the right of every state, and nullification in the public interest is the OBLIGATION of every Governor and state legislature.
Now here are eight of the thirteen chapters, each a lesson plan on its own, my only contribution here is to add a short blurb and one recommended additional reading for each of these chapters (I have reviewed each, my reviews are summary in nature for those who do not have the time or do not wish to purchase the books).
5.0 out of 5 starsSIX Stars — A National Enema with Champagne, October 17, 2013
Ten percent of the books I have reviewed here at Amazon make it into my six star group. This is such a book. I have been a fan of Lee Camp's outrageously spirited, funny, and profane social commentaries for years, through his videos. This book was given to me as a gift, and I have been laughing all morning with occasional tears of sadness for society.
Amazon's Look Inside the Book provides the Table of Contents, look at that if you have any doubt.
HUGE PLUS: Each short chapter has the YouTube URL at the top. Amazon also sells two audios for Lee, great for the car, but personally I value the combination of Lee's face and live delivery with his words, for now found only on YouTube.
The subtitle says it all: Lee is a stark raving sane man. Others have compared him to Carlin, I would go a step further, Lee is Carlin with class (smile). He's like a giant-sized Irish elf armed with an intelligence flame thrower capable of skewering any lie, any pretense, any crime against humanity — his book covers most of them.
I would certainly like to see a Lee Camp: The Movie but until that comes available, this book is a sane person's salvation. We who are sane are labeled crazy by the 1% and the sheep that listen to the 1%, this book is life-affirming, mind-altering, soul-strengthening righteous good stuff.
God Bless Lee, God Bless America, and as Winston Churchill once said, NEVER GIVE UP.
Radical idea: buy as many of these books as you can, and either put the books in toilets where the willing might still be saved, or cut the spine off and sprinkle Lee's individual stories around. This book is pixie dust for humanity.
Ten books, none funny, that reinforce Lee's sanity parade:
REF A — 12 Years of Lessons Learned in Time for 2014, October 13, 2013
This is an extraordinary book that required a great deal of time, not in the reading, but in the reflection. This will be a longer review than usual, even for me, because this book contains all of the insights that the US and the Coalition have refused to embrace for the past twelve years. It is never too late to learn.
The author opens with a well-known quote on the dangers of drawing a line between fighting men and thinking men, lest one end up with the fighting being done by fools and the thinking by cowards. To this I would add another group, the “deciders,” who in the absence of any familiarity with fighting or access to intelligence with integrity, end up making decisions whose true cost in blood, treasure, and spirit crosses the line dividing legitimate actions “in the national interest” from “crimes against humanity.
Positive up front: US under Obama has given more of everything and progress has been made across both military (stronger Afghan army, degraded Taliban) and socio-economic (education, health, media) domains. To that I would add elections. Afghanistan is about to experience the most extraordinary election cycle it has ever been my privilege to observe.
In contrast, the author finds that Pakistan has worsened in every possible manner, in large part because the US has not understood Pakistan, has lacked a strategy (or the intelligence with which to devise a coherent sustainable strategy), and in failing, the US has allowed Pakistan to drag itself down and Afghanistan to be a regional albatross – a cancer on all others.
The author is quite blunt in describing an incoherent even infantile US decision-making environment characterized by “contradictory policies, intense political infighting, and uncertainty.” In being inept, the US opened the way for regional players to manipulate, exploit, and exacerbate.
Chapter 1 on the Bin Laden raid is utter nonsense, this may be the price the author pays to maintain access and avoid being assassinated. See instead The Bin Laden Story 00-90 at Phi Beta Iota.
The author points out that by 2014 the Coalition engagement in Afghanistan will have been longer than WWI and WWII. In my own mind this highlights the fact that the US in particular, but the Western nations in general, have lost their integrity. They are incapable of collecting and analyzing the truth, thinking holistically, evaluating true costs over time, or devising a sustainable strategy that ultimately achieves the desired end-state: peace and prosperity. A churlish skeptic would point out that no, the West has achieved precisely what it wants, public theater at home, a massive transfer of wealth from the individual taxpayer to the military-industrial complex, and personal enrichment of most policymakers, at least in the USA. Either way, the larger publics lose at home and abroad.
Pakistan and Afghanistan matter not only to Central Asia, where other countries such as Uzbekistan are beginning to implode, but to the Middle East and India. At the very end of the book the author ponders how Afghanistan might follow the Turkish example of Islamic/secular regeneration, and I cannot help but wish that 12 years ago the Coalition had had the brain to leave the British home and make Afghanistan a collaborative effort among Muslim nations led by Turkey.
QUOTE (19) “After a decade, NATO has achieved none of its strategic aims – rebuilding the Afghan state, defeating the Taliban, stabilizing the region – so what assurances can it now plausibly give that it will do so by 2014?
The author defines Afghanistan today (2012) as a corrupt and incompetent government, a dysfunctional bureaucracy and inoperable justice system, high on drugs and illiteracy, with a police force that has the highest desertion rate in the world.
The sucking chest wound: no indigenous economy. Bush specifically refused to invest in roads, dams, water, and power. Karzai has been a complete failure [the author gives Karzai credit and cause across the book, outlining the many ways in which the US failed to develop a relationship of trust with him.]
Pakistani military is out of control and the deal breaker. Nothing the US or other can do will overcome an arrogant ignorant Pakistani military continuing to support extremists and their violence within Afghanistan.
QUOTE (22): “If the west is to depart Afghanistan by 2014 and leave behind relatively stable regimes in Kabul and Islamabad, it will need a multidimensional political, diplomatic, economic, and military strategy.”
Answering this challenge is the purpose of the book.
My nine page detailed summary for professionals coping with Afghanistan and not having the time to read this excellent work, is posted at Phi Beta Iota the Public Intelligence Blog.