Educating yourself on machine learning is a challenging preposition. There is so much content online that it’s easy to get fooled into reading an article that is beyond capabilities. Unfortunately, in many cases, reading and rereading this sort of content is often the only way to crack that nut open. But recently I’ve found some great resources that should hopefully be able to help the uninitiated into getting a foothold into this popular segment of IT. Continue reading “Learning the Basics of Machine Learning”
About two months ago I took steps to get into the Machine Learning bandwaggon. It was tough to take that first step for many reasons. The first was the tough decision of choosing the right programming language to learn. Did I want to stick to the JVM and Java or chose another JVM language? Take up Python. Or learn something else. This article from KDnuggets made that decision much harder. Luckily, due to circumstances from a recent project, I decided to turn to Scala. And so far, I haven’t been disappointed. Continue reading “Taking on Machine Learning”
In the last few weeks that I’ve spent learning Scala I’ve discovered several amazing online resources. So much so that it made it difficult to justify purchasing a book, even though I did buy the much-recommended Programming in Scala title. Every time I needed help in figuring out how to do something, the following websites were indispensable.
Some of these sites are no longer active, but the information they provide is still very much relevant to new and experienced Scala programmers. Continue reading “The Best Scala Programming Resources”
I’ve been working a lot with Scala in the last few weeks. It is an amazing programming language, to say the least. It’s terse, intuitive, unambiguous. And a real treat when you want to do stuff. It’s the programming language of the future. If only it would get more support and momentum going for it. Plus, the quantity of online resources available is just mind boggling.
Below are my N reasons why Scala is the best JVM language. Continue reading “Four reasons to try Scala and love it”
A lot of people will learn great things and become extremely good at those things. But a lot of those people, although they are very good at what they do, may not have a formal process that they are aware of. Or may not have discovered a pattern to that process.
I’ve recently been doing a lot of coding exercises on HackerRank. And I’ve discovered a simple process to development. Something I’ve always been doing but never thought much about. Sure, there are a lot of processes involved in software development. This includes TDD, integration testing, CI, CD, and so on. But there’s an even simpler one that I’ve been taking for granted. Continue reading “Developing a pattern to your coding process”
Ever wish you could test a snippet of code? Online. Like now! Or focus on improving an algorithm in isolation. Or have a moment of clarity and need to write a piece of code lickety-split. Yesterday, I found this online tool to do just that. That’s good for me, as I don’t have to create a whole new project in IntelliJ IDEA or use the CLI tools.
CodePad supports several of the most used programming languages. Unfortunately, it doesn’t support Haskell, a language I’d like to tackle this year. But for Scala, it’s really good.
The tool itself is easy to use and the compiler quick enough. In my case, I was using it to optimise a piece of Scala code to submit for an online coding exercise.
Learning to program in a new language can often be difficult. First, you have to learn the basics to code “Hello World”. Then comes the challenge of learning to use the advanced features. And finally, the challenge of using the language the way the creator had intended.
The challenge is finding exciting exercises and projects to tackle. Something big enough to sink your teeth in. Yet not so big that the challenge seems impossible. Continue reading “How to become the best mad skills programmer”
I find that anything worth learning should be done by jumping in head first. Then find something halfway challenging and go to it. Hence, this is how I went about learning Scala. I’ve recently learned to program in Groovy to develop Spock based unit tests. Groovy was the first JVM language I learned outside of Java. And being pleasantly surprised, I decided to try my hand at Scala.
Why I Chose Scala
My reasoning for wanting to learn Scala is to get into artificial intelligence without straying away from the JVM. I have played around with Python which I really liked. But embarking on Python would take me into a whole new ecosystem. And although I would love to get involved in Python and its data science tools, I think that long term Scala may be the better option. Continue reading “Why I decided to learn Scala”
It’s amazingly interesting what you learn when you’re in the throws of unit testing code. It particular when you’ve written more code than you’ve written unit tests. Yeah, yeah, I know, unit tests should be written with the code as you go; TDD. But let’s face it sometimes you just need to get stuff done. Until you get to the point where you think that now’s a good time to unit test everything.
I spent the whole afternoon, up until 11:30pm writing unit tests. Refactoring some code to make some of it easy to mock. And other parts I rewrote simply because it’s the right thing to do for OOP’s sake. It’s fun. Not everyone likes to unit test, but I love it. It gives me that satisfaction that my code is well written. Especially that feeling you get when you know the architecture you designed is solid. And the libraries you’ve chosen haven’t failed you. Plus learning something new about Java 8. Continue reading “Startup Project – Part 3 : Testing, Mocking and Learning”
Recently, I started working on a startup project that I am motivated doing. I had been looking for an idea ever since I can remember. But every idea I thought of always required a heavy upfront ramp-up. The only condition for this idea was that I would find frameworks that were easy to use. Yet would be easy to swap out at a later time. So I set out to search for what I needed to get started.
I did a lot of research into all sorts of frameworks and was impressed with what I was finding. I had already decided that I was going to develop my solution in Java with a MongoDB database. My only condition is that the frameworks and libraries had to be simple, focused and mature. Continue reading “A Startup Project – The beginning”