Think Python

Several years ago, when I was learning about Python for the first time, I read the online book: "How to think like a computer scientist". Today I just finished Think Python: How To Think Like a Computer Scientist by Allen B. Downey (free e-version) which is an evolved version of this book.

You should read this book if you want to learn programming or if you want to learn python. But if you already have advanced programming skills then I would suggest to just skim the free online version and spend your money on a more advanced python book.

Think Python starts with the most basic things like operators, variables and assignment then functions, conditionals, recursion and iteration are introduced, followed up with strings, lists , dictionaries and tuples. The next chapter is a practical chapter on files and the book ends with 4 chapters introducing object oriented programming. Between the different chapters there are 4 case studies where the learned concepts and techniques are applied.

What you won't learn in this book: 

• what the different standard libraries are
• web development in python
• popular (scientific) libraries like numpy
• writing (unit) tests for your programs
• Python 3, except some small remarks

What I particularly  liked:

• the information about debugging your programs at the end of every chapter and the appendix 
• the step by step introduction to object-oriented programming
• the case studies
• the exercises
• the glossary at the end of every chapter

As you might have inferred from the above, this book is not a reference book (we have the web for that) but a book that learns you to think like a programmer.

An alternative way to learn Python is Learn Python the Hard Way (html) (pdf + epub + video) by Zed Shaw.

Other books by Allen B. Downey:

• Think Complexity: Exploring Complexity Science with Python (free e-version) 
• Think Stats: Probability and Statistics for Programmers (free e-version) 
• Think Bayes (free e-version) 
• Think OS: A Brief Introduction to Operating Systems (free e-version)

If you want to improve your Python skills then take a look at this list of advanced books. I especially liked Expert Python Programming by Tarek Ziadé.

Functional Programming in JavaScript

Last week I was really surprised to find Functional JavaScript: Introducing Functional Programming with Underscore.js by Michael Fogus in the local library and I just finished it and wanted to leave a short review here.

This book really delivers what the title promises: an introduction to functional programming in JavaScript using the library Underscore.js. It doesn't teach you JavaScript nor Underscore.js but teaches what the different functional programming concepts are and how they can be implemented in JavaScript. This is done in less then 250 pages of densely, in a good way, written text and example code. Starting from the basics like first-class functions, applicative programming, variable scoping and closures, the book moves on to higher-order functions, currying and partial function application. Then some side steps are made with a great chapter on recursion which ends with the trampoline and  a chapter on other important functional aspects like purity and immutability. Next is a chapter about flow-based programming, what it is, why it matters and different ways to define flows in your programs. The last chapter makes the connection with object-oriented programming and introduces mixins.

I really enjoyed reading this book because it is written very fluently without heavy (unnecessary) jargon and probably at a sweet spot on my learning curve. I've already read Real World Functional Programming: With Examples in F# and C# by Thomas Petricek and Jon Skeet and the first chapters of SICP but I haven't used it a lot in the wild. I've written my share of JavaScript programs but nothing very advanced, except maybe a Google Maps like library from scratch. If you're new to JavaScript AND functional programming then would advice against this book but otherwise, if you're motivated and don't let you get scared away by the first chapters then everything will be fine. But some playing around with the examples (like I did in this fiddle) and learning the basics of how to call passed in functions and how the often used Underscore.js functions (map, reduce, ...) work might be needed to get the most of this book. Overall this book is a very complete introduction to functional programming, the only thing I missed was a part on functional pattern matching. Note that this book is more about what introducing different functional programming techniques then about when and how to apply this techniques in your day-to-day programming.

Other books you might be interested in:
JavaScript: The Good Parts by Douglas Crockford (he popularized JSON and wrote JSLint and JSMin)
JavaScript: The Definitive Guide by David Flanagan
JavaScript Allongé by Reginald Braithwaite
Real World Functional Programming: With Examples in F# and C# by Thomas Petricek and Jon Skeet
Learn you a Haskell for Great Good! by Miran Lipovača
Learn you some Erlang for Great Good! by Fred Hébert

Culture & Empire: Digital Revolution

Its been while since I've read such an influential book so I wanted to share it here:

Culture & Empire: Digital Revolution
written by Pieter Hintjens, a campaigner, writer, and programmer (creator of ØMQ)

A book about the digital revolution and the battle between our new communities and the old power and old money. Full with gems like how to build a community, why Germany went crazy in 1939, what are good property systems, the societal cost of patents and many more.

Start reading now on a single page, pdf or epub or buy it on Amazon (affiliate link).

Here is a quote from the beginning of Chapter 4:

Once upon a time, there was a great Empire that ruled the known world. It owned all the lands, the wealth beneath, and the wealth above. The Empire was run by an old, faceless soci- ety of criminals. It ran on cheap oil and cheap blood. It smashed its opponents in the name of Peace. It burned their lands in the name of Reconstruction. It enslaved them in the name of Freedom. It built massive castles of edict and punish- ment to govern its populations, and it fed them a river of pap to keep them docile. It was powerful, invincible, and paranoid.

Far away, in a different place, a civilization called Culture had taken seed and was growing. It owned little except a magic spell called Knowledge. The Culture ran on light, and built little bubbles of fire and hope. It seduced its critics by giving them what they wanted, no matter how unusual. And as it pulled in more people, it grew and built more of its bubbles.

When the Empire first encountered the Culture, it was puzzled. There were no armies to crush, no statesmen to cor- rupt and recruit, no castles to loot and burn. So it ignored the Culture and its pretty bubbles, hoping it would go away.

The Culture grew, and grew faster than you could follow. In less than a generation, it had started to build cities, impossibly beautiful spheres of fire and hope, massive, and yet gentler than the breeze. More people quietly left the castles to move to the cities of the Culture, where they too learned to build their own bubbles of flames and joy.

The Culture seemed harmless. However, the Empire depended on its vassal masses. If the masses left to go to the Culture’s cit - ies, the Empire would starve and die. Total War was inevitable. Both the Empire and the Culture knew it, and prepared for it in very different ways.

The Empire attacked. It tore down the cities closest to it and told the Culture, stop building or we will come back. And for each city it burnt, a hundred others sprang up. Culture shrugged and said, “We enjoy building new cities.” So the Em- pire sent its infiltrators and spies into the cities to try to cor- rupt them. And the Culture laughed, clapped its hands, and exclaimed, “We do much worse to ourselves every day. Look, we enjoy this game!” And it opened its hands. And there lay some of the Empire’s darkest and deepest secrets, for all to see.

So the Empire, the cold finger of fear touching its heart, smiled its most sincere smile and welcomed the Culture into its lands. And then it began to erect a far wall so wide and so high that it could cover all the cities of the Culture in darkness. If the Cul- ture ran on light, thought the Empire, then it would destroy light.

 For other recommended books take a look at the following page.