My previous chart of resources to learn programming was well-received, but some people suggested additional resources. I decided I would try a new format to display more resources for learning programming. It is a map of different resources, which are ordered from left to right based on experience. You can choose a resource from each vertical, and then move to the right as you gain experience. A sample path is shown in the image. It would be interesting to see how these kind of charts can be improved to quickly display relevant information about each item. Click on the image below get a clickable image map, an SVG should be coming soon.
One consideration when choosing a programming language is the demand in the job market for people who know that language. I did some searches on different job sites to see what skills are in demand. Below are the results from Monster.com for jobs that tagged specific languages as skills. For more information, I created a Google Spreadsheet with job data from different websites.
- People think all writing needs to be paragraphs, but that’s not always the best way to express something.
- What’s the Appeal of Twitter? + Idea for new platform
- At least include an outline in your article!
- Bonus: What writing can learn from programming
My recent chart on learning programming did quite well and got upvoted on Hacker News and Reddit. I realized that one chart was able to encapsulate the important information from 3 previous blog posts. This makes me think there might be too much of a bias to write content in a specific form and style with paragraphs and connecting sentences, when sometimes another form would work better. A chart or diagram can display certain information in a faster and clearer manner than long paragraphs, making the paragraphs unnecessary. Different diagrams and styles can be used for different types of information.
Ways of presenting content
|Content Format||Good for this type of content||Zappable Example||Benefits for reader||Extra stuff that get stuck in|
|Paragraphs of Text||Long connected arguments||Maybe Google and the Future of Search||Easy linear read||Connecting sentences, stylistic phrases|
|Table||Repeated categories of information||Resources to Learn Programming||Fast to reference||Certain cells just to match others in row. (Maybe use NoSQL-style instead ~)|
|Flowchart||Simple decision guide||Picking a Programming Language||Can quickly reach relevant decisions||Random Jokes|
|Outline-Style||Hierarchical content of separate points||Attempt below||Can easily skip subsections||Hopefully nothing|
Even if content doesn’t fit into a chart, it does not mean that standard paragraphs are necessary. Sometimes an Outline-style could do the trick.
Outline vs. Paragraphs
- I often start with ideas in note-form before writing a post
- Before publishing notes, need to refine and clarify ideas.
- Also includes “textification” into paragraphs, which consist of things like:
- Keeping to a writing-style (varying words, paragraph format)
- Putting in filler words to build and connect sentences
- This turns writing into nice essay, but it can obscure points for both the writer and reader
- It becomes harder for the writer to revise essay when each change affects the continuity of the sentences and paragraphs. (Maybe writers should also aim for looser coupling!)
- Certain articles (e.g. academic ones) may be so complicated, readers may feel need to create their own outline or diagram to follow it
- Notes need to be refined before being published, but they can still be kept in an outline style, with several benefits:
- Often quicker to write than figuring out how to “textify” content.
- Easier for reader to follow overall flow of argument
- Lets reader skip certain sections or examples and still follow argument (In fact, maybe the reader should be able to understand the argument heading without even reading the implementation!)
- Outline-style can be better for reader and writer, though not sure about this example
Obviously, people know that concise writing or charts are often helpful. However, I think people still feel constrained by standard style expectations. That’s why they need things like Twitter and even Powerpoint to permit them to write in shorter form.
I guess Twitter gives people an excuse to write things in short. o/wise they would feel the need to write multip P's. 140 seems a bit xtrem
— Ariel Krakowski (@arikrak) November 28, 2011
While Twitter’s limits may be overkill in cases where you actually want to say something, the fact that its so successful shows the power of letting people get to the point. Maybe someone should create a blogging platform that enforces a posts that are concise and include a diagram, outline or chart. This could help popularize a new style of writing.
I’m not arguing for eliminating essay-style text, I just think it might be worth putting more outlines and charts within writing. Even if much of an article needs to be in paragraphs, perhaps some of it would be clearer or more effective as a chart. And more articles should come with short outlines (or diagrams) that says what their main points are. This would let people decide if they want to read it or review what it said afterwards. Why should some one need to construct their own outline or argument diagram to analyze an argument?
Charts and outlines are really just a minor step. For more challenging material, one can go beyond such static content and create more interactive content. But that’s for another post…
Note: View my updated chart on Learneroo.com
Free Resources For Learning a Programming Language
|Good For Kids / Game Programming||Greenfoot||Invent Your Own Computer Games||Hackety-Hack, Games: Ruby4Kids||CodeAvengers|
|Interactive Tutorial – Codecademy?||No, You can try Programr||Yes||Yes, there’s also
|More Practice and Help||CodingBat Problems||Visualize Python executing
(1st part is free)
|Use Firebug or Developer Tools.
(See Waterbear for visual coding)
|Good Free Book for Teaching Programming||How to Think Like a Computer Scientist||How to Think Like a Computer Scientist||Learn to Program
Humble Little Ruby Book
|Interactive Video Course||Intro to CompSci –
(Warning: full Stanford course)
|More Training / Bootcamps||See Local / Online colleges||See online courses or corporate PythonTraining||Most Bootcamps are for Ruby on Rails||Catalyst.
For kids: CodeHS.com
View the Chart and more on Learneroo!
Now that I finished the series on programming, I figured I would make some charts for it. This flowchart will help people pick a language. Click below to enlarge, or view it on Scribd. For more info, see the original post.
Say you don’t want to edit old PHP scripts, but instead want to create your own new web application. A good choice would be Ruby on Rails, the ‘cool’ framework for creating websites. It contains various tools and elements that are common to most web applications so you do not need to re-create them from scratch in your own website. For example, most web apps have forms that take user data and place them in a database. Ruby on Rails lets you create such forms quickly and securely. Rails is written in Ruby, so to code with Rails, you will need to know some Ruby. While you don’t actually have to spend that much time coding with Ruby before starting Rails, I think it makes more sense for a beginner to get comfortable with programming basics before taking on a complex web framework.
As always, it’s good to jump right in with an interactive tutorial, which there is no lack of in Ruby. You can spend a few minutes on TryRuby and then look at Codecademy or go through slightly more advanced material on RubyMonk, which has 1 free course and additional courses for $10/month. If you like videos, you can pay $25/month and get access to CodeSchool’s courses, including RubyBits.
You should have a book also though. Learn to Program is geared at teaching programming concepts to beginners, and they aso have a more recent paid edition. The Humble Little Ruby Book is good for learning Ruby, though if you prefer more attitude and random cartoons, there’s the famous Why’s Poigant Guide to Ruby. If you have more experience and really want to get experienced at Ruby, there’s the Pickaxe Guide.
Ruby on Rails
After learning the basics of programming and Ruby, you can start learning Rails, which also has interactive tutorials. CodeLearn recently launched to let people learn Rails by trying out things from within their browser. If you like learning by watching zombie videos, check out CodeScool’s famous RailsForZombies. You can then signup to CodeSchool and get access to the sequel.
The ‘official’ free text to learn Rails is the Ruby on Rails Tutorial, which goes through all the details on how you would create a Twitter-clone, from getting things installed to version control, from “rails-flavored” ruby to nice CSS styles, and of course, all the fundamentals of Ruby on Rails.
The book places a strong strong emphasis on writing test code, which is code that tests out your main code to ensure it does what you want it to. It follows the TDD and BDD processes, which means you write the tests before you write your actual program’s code. Sometimes you will spend more time writing the tests than actually writing the rails code, but this way you will know your software always works. You can always skips some of the test-parts if you feel its too much.
The issue with a step-by-step tutorial book is that you need to make sure you think about how to do things, and not just copy what the book says. It might be helpful to try to figure out what to do before looking at the code in the book, though that won’t always be possible.
If you have a little experience, you might like Agile Web Development with Rails, which goes through how to create a shopping-cart application in part 1, and contains a rails reference in part 2. To learn how to do specific things, you can watch the screencasts on Railscasts. There’s also the official Rails Guides, which cover various aspects of Rails.
Of course, to actually learn Rails or programming well, you need to work on your own projects. As mentioned, you should find someone to help you work through a project. If you have a couple months, you could consider signing up at one of the Rails bootcamps that sprung up recently. Devbootcamp pioneered the bootcamp approach in SF, AppAcademy claims they’ll only charge you if you get a job, Starter League is well-established in Chicago and Flatiron School recently started in NY. They charge $8k – 12k, but many give partial refunds if you take a job with one of the companies they’re connected with.
With all these resources, it’s easy to try out programing and then pursue it further if you like it.
Before learning actual programming languages you’ll want to get familiar with the basics of the web. Web pages are structured with HTML and styled with CSS, so you should quickly learn how they work. If you were editing pages before using a WYSIWYG tool like Expression Web, its time to start editing the actual HTML and CSS code. You can either do this in a simple program like Notepad++, or within Expression Web from the “code” view so you can still use some of its tools. To start learning HTML, you can go through a tutorial, such as one of the resources here from Mozilla. W3Schools often comes up on Google searches, and they have some useful interactive resources, but beware that they may contain a few inaccuracies. To get an idea of how HTML and CSS is used, you can view the source of any webpage you visit by clicking on “view source” in your browser. You can also play around with the HTML and CSS from within the Chrome developer tools or with Firebug on Firefox. This will let see how many different websites use CSS styles.
HTML on modern websites are not created by hand or by an HTML editor, but by web applications, such as a CMS. Web apps are written in programming languages, such as PHP or Ruby. As discussed, many web apps are written in PHP. So if you want to develop new components for your WordPress blog or wiki, you need to learn PHP. W3schools has a fair amount of info on PHP, and I don’t think it has too many errors. WebMonkey looks like it has a good tutorial for beginners. There aren’t many new interactive tutorials on PHP, but there are many books you can purchase.
Stay tuned for the next post on Ruby and Ruby and Rails, the most popular modern framework for creating websites.
In the last post, I discussed some steps for learning to program, and ended with a few general resources. This post will provide some specific links and free books for learning programming with either Java and Python, and the next post will go into web development languages.
As discussed, Python is a great language to learn programming with, and there are tons of learning resources online. A good path would be to start with a simple tutorial and problems, and then go through a more advanced resource that teaches fundamentals of programming.
Codecademy recently expanded to offer Python tutorials, and they have a well-designed site that’s good for beginners. There are many other places you can practice problems, such as CodingBat or PythonChallenge. To get a better understanding of what the code does, you can visualize your Python executing.
To learn computer science fundamentals, How to Think Like a Computer Scientist is a great interactive book to go through. After you get through that (or if you already have programming experience), you’ll want to look at Dive Into Python 3. If you want a video course, Udacity offers short videos combined with coding problems. You can start by building a search engine in Introduction to Computer Science, and then move on to either Algorithms or Web Development.
Also, If you know a kid who wants to create computer games, Invent Your Own Computer Games is a free eBook on the topic (see also the PyGame modules.)
There aren’t as many free Java resources, but there’s enough to get started. There’s a Java version of How to Think Like a Computer Scientist available online. There’s also a free version of Thinking in Java, though you may want to buy the most recent version instead. If you like lots of pictures and attitude, Head First Java is a good book. Once you have more experience, the recommended Java book is Effective Java. You can also go through the official Java tutorials.
Since Java is a different kind of language than Python, there aren’t as many interactive resources online. To practice problems, you can go through CodingBat and some stuff on Programr. However, to benefit fully from Java’s “safe” features, you will want to do most of your programming in an IDE. I don’t think you should use a beginner IDE like BlueJ, since it lacks features that are also useful for beginners. While you type, an IDE can catch certain kinds of errors and auto-suggest methods and let you lookup documentation. Later, you should also learn to use more advanced tools like the debugger. A good full IDE for beginners is Netbeans, though if you want to do Android development later, you should use Eclipse. However, if you know a kid who wants to learn programming, it might be worth checking out the Graphics-focused IDE, Greenfoot.
Since app-development is very popular, I’ll briefly discuss it here. Due to Android’s complexity, you shouldn’t try developing apps before you’re comfortable with Java. One you’re ready, Google provides a fair amount of training resources. You can also buy a book like Programming Android. If you’re impatient to start creating apps, you can use the visual programming tool AppInventor, which should help teach some programming concepts.
In the last post I discussed picking a programming language; this post will discuss a a general plan for learning programming. The next post should link to some language-specific resources.
Basics – The first step is probably to find a good online tutorial that teaches the basics. I don’t think long video lectures are a good way to learn programming, since one needs to focus on doing things, and they are also hard to refer back to. Instead, one should find a good interactive tutorial that lets you practice as you go through it. You should practice with small additional problems on your own, either ones you make up or problems you find online.
Reference – Make sure you know where to lookup stuff. You don’t want to immediately do a general Google search for every question. Each language has official documentation that you should be able to search quickly to find out how to use something. It might also be helpful to have a specific book or site you check to get more info. It can also help to keep your own code samples organized so you can quickly refer back to previous work you’ve done.
StackOverflow – StackOverflow.com is a free Q&A site for programming. Once you know your programming basics, if you have a question on how to do something, you can search StackOverflow to see if its been asked. (Often it’s easier to search StackOverflow through a Google site search.) If you can’t find an answer, you can ask the question yourself on StackOverflow, but make sure you spell out the specific issue your’re having. Well-written questions on popular languages often receive very fast answers on StackOverflow.
Bigger Projects – After you’ve gone through the basics and worked on small coding problems, you’ll be ready to take on a bigger project. You should now pick a project that you really want to work on, and learn more as you work on building it. When you get stuck, searching the web (and StackOverflow) will sometimes help you figure things out. However, it helps to have a more experienced programmer to turn to when you’re really stuck or for general feedback and guidance. You can either find someone you know, hire a mentor, attend meetups, or even enroll in a programming bootcamp.
Stuff To Learn – Besides learning the specifics of your language, you should also learn the general basics of programming. This includes topics like object-oriented programming, algorithms and data structures. You don’t need to cover everything that’s done in a college algorithms class, but there are certain topics everyone programming should know. Some algorithms tutorials are available on TopCoder, and if you want a fuller treatment, Coursera and Udacity seem to have decent courses on the topic. Its also important to (eventually) learn good programming practice, such as using version control, debugging techniques, and writing test code (Udacity). Once you’ve learned these topics, you’ll have the experience to help beginner programmers!
Lately, learning how to program has become quite popular, so I figured I would put together a quick guide to help people get started. As I discuss in The Future of Education II, I think many people should learn some programming. Even if they don’t want to do it full-time, they’ll still be able to use it for various smaller things in life. In part I of this guide, I’ll discuss the different popular languages that one can learn.
The first step is to pick a language. You shouldn’t worry to much about this choice, since you can learn the basic programming fundamentals no matter what programming language you choose. However, you might as well pick the language that fits best with your goals. Since the web is the main area of action nowadays, I’ll quickly review how websites work before going through different languages.
PHP is a language built for creating dynamic web pages, and it runs on the server-side. Let’s say you just finished building websites without coding and now you want to be able to customize things further. You want to learn how to program the brains of the website, i.e. the back-end. A large number of websites and scripts are built using PHP, and web hosts often come with a list of one-click-install scripts. If you want to create a plugin for WordPress or work with the same script that runs Wikipedia, then PHP is for you. Practically all dynamic web hosts run PHP, and its very easy to get started with it. However, PHP has some issues, such as a messy syntax and certain inconsistencies and quirks. This means it might be better to learn a different language if just want to learn programming or you want to create an entirely new web app. However, PHP has improved over time, and if it fits your purposes, go ahead and learn it.
Ruby is similar to Python in many ways. It is a general-purpose language which is focused more on programmer productivity than running-time on a machine. This ‘slowness’ isn’t really an issue for most cases a beginner will deal with. Ruby has become very popular recently due to the website-building framework written in it – Ruby on Rails. Rails developed certain principles (such as “convention over configuration”) that let programmers built websites quickly. If you are interested in creating websites with Rails, then it obviously makes sense to learn some Ruby. While Rails can be used without that much Ruby knowledge, I think a beginner should first learn a simple language before taking on a complex framework.
Java is different than the other languages listed here in a number of ways. All code created in Java needs to be “compiled” into another code before it runs, and all variables need to be “declared” with their name and type. Java also enforces a methodology known as “object-oriented programming”, requiring all code to belong to an “object”. While there are various benefits to these decisions, they can make it take slightly longer to play around with code and test things out. Java is a heavy-duty language that runs quickly on machines, and it is taught in schools and used in many big companies. People who program in Java use an IDE for programming, which can provide various features to help with programming, such as auto-completion suggestions while they code, and automatic highlighting of certain errors. Java is also the language that Android and Android apps are written in, so if you want to code such apps, you need to learn Java. Java’s rules will help you detect certain errors before even running the code, so it does have certain benefits as a first language. However, Java is not the language to pick if if you are interested in quickly creating dynamic websites, or in writing quick scripts for various purposes.
Pick:__ if you want to:__
PHP – Work with existing PHP scripts
Python – Use a easy general-purpose language
Ruby – Create sites with Ruby on Rails
Java – Program Android apps, Strict rules prevent errors