Does Machine Learning Require Coding?
Machine Learning is getting more and more attention these days, having its applications in many different areas, like transport, entertainment, e-commerce, healthcare, finance, and many others. Many people are transitioning their careers to Machine learning, and many businesses are bringing machine learning to action, for automating many tasks, and for an overall benefit to the business. Also, many people from different domains are getting into Machine learning, with the hope of better career opportunities.
In such a situation, you might also want to learn Machine Learning, but there can be an obvious question, does Machine learning require coding? Understanding this, in this article, we are going to see whether Machine Learning requires coding, and if yes, then how much, and what are the things that you need to learn?
If you want to go through the prerequisites of Machine Learning, you can refer to this article, but here, let’s have a look at whether or not Machine Learning requires coding.
Does Machine Learning Require Coding?
What is Machine learning?
Before we dive into understanding if Machine learning requires Coding, let’s explore what is Machine learning, so that if in case you are not familiar with the concept, or you are new to the concept, you would get the gist of it.
Machine learning can be understood as if Machines learn from the data, and then make predictions, or take decisions, without being explicitly programmed. Machine Learning is a subset of Artificial Intelligence.
In simple words, we can also say that Machines are fed a lot of data, and they learn from the data, and then they can make some predictions, or take some actions accordingly, without being explicitly programmed.
This is somewhat similar to how we humans learn from the data, and make predictions, or take decisions. There is a lot more than this in Machine learning, but I think this is enough for building a basic understanding of what is Machine learning.
Does Machine Learning require coding?
While the field of Machine Learning is becoming a subject of discussion, many people might want to seek some opportunities in Machine Learning in terms of career growth. But the question here comes does Machine learning require coding?
Well, the short answer is YES! And for a long answer, you will have to read ahead.
When we think of Machine Learning, people often see it as something very complicated, or technology-heavy thing, something that is very hard to learn, or something, that only specific people can learn or implement. I would rather say that this is a belief system.
Many people have been in believing that only people who belong to computer background, or engineering background can opt for an IT job, or can do a career in IT Industry, but this is not true. Nowadays, anyone can learn anything, if they believe, and have the power to get started.
The same case is with Machine Learning. It is true that Machine learning is not something that is very basic and would need a deeper understanding of many things, like programming languages, linear algebra, statistics, probability, etc. But the thing is that when you go step by step learning about some prerequisites of Machine learning, you can eventually make your way to Machine Learning. With the right guidance, you can become good at the prerequisites, and Machine learning as well.
When we say Machine Learning, it is a very broad term, which consists of many things, and data analysis, or data visualization are some of them. Machine learning requires coding, but not everything in machine learning requires coding.
You might have heard about Python programming language, and using Python, machine learning becomes very simple, since there are many modules, libraries, and frameworks available, using which, we can easily do many things related to Machine Learning. Once you are quite familiar with Python programming language, and some general programming concepts, you can easily get started and get going with Machine learning, using many simple modules, libraries, and frameworks.
Though there are many other programming languages like C++, Java, or R, using which, you can make your way to Machine learning, Python is very simple to learn and implement, and beginners are very comfortable learning Python, and just by writing a few lines of code, you can make the miracles happen. So, if you want to get started with Machine learning, and don’t know how to get started, you should learn Python programming language.
So, to summarize, we can say that Machine learning requires coding, but it is not supposed to be a fear factor, for not learning Machine learning. Coding may seem quite difficult at first, but with practice, and consistency, you can get your hands on coding, and then you can easily get started and get going with Machine learning. So, learning Machine learning can be very easy, and you can have better career opportunities ahead.
How to Learn Machine Learning?
Well, now that you know that Machine learning involves coding, but with Python programming language, things become much simpler. So, now the question is how can you learn Machine learning?
Well, machine learning is a kind of big process, and it would take some more time, and a lot of effort to understand the underlying concepts, and practice to implement them.
But if you consider yourself an absolute beginner, you can get started by learning Python programming language. You can learn some other programming languages too, but as a beginner, and a Machine learning enthusiast, you should consider learning Python, since it would help you get going with Machine learning concepts in an easy way.
For detailed prerequisites of Machine learning, you can refer to this article, but as a beginning, you can get started with learning Python!
Does Machine learning require coding? The answer is Yes! Can you learn Machine learning? The answer is again Yes! Well, Machine learning requires coding, but things are much simplified than before, and using easy-to-get-started languages like Python, you can easily advance toward Machine Learning.
So, if you are interested in learning about Machine learning, or exploring more about Machine learning, you can consider reading our other articles on Machine Learning, and also you can explore Python programming language, which is one of the most popular, and widely used programming languages in the world.
FAQs related to Machine learning require coding?
Q: Can I learn Machine Learning, without learning to Code?
Ans: Yes, you can learn Machine learning without learning to code, but in order to get into the depth of the work and implementation, you might need some knowledge related to programming, and other underlying concepts. While this is true that you can learn Machine learning without learning to code, it would be useful for you if you learn programming, and other underlying concepts, to get the most from Machine learning.
Q: Can I use Python for Machine learning?
Ans: Yes, you can use Python for Machine learning. It is a very simple language, and anyone can learn Python, and after that, you can simply get started with Machine Learning.
Q: Is Machine Learning hard?
Ans: Machine learning is hard if you don’t understand the approach. But with the right understanding, right guidance, and practice and effort, Machine learning can be very easy to learn, and implement.