Question: Is Golang Good For Machine Learning?

Is machine learning easy?

There is no doubt the science of advancing machine learning algorithms through research is difficult.

It requires creativity, experimentation and tenacity.

Machine learning remains a hard problem when implementing existing algorithms and models to work well for your new application..

What is Golang mostly used for?

Go or GoLang, as it is called, is a robust system-level language used for programming across large-scale network servers and big distributed systems. Golang emerged as an alternative to C++ and Java for the app developers in the context of what Google needed for its network servers and distributed systems.

Can Golang replace Python?

Not long ago, Zhihu abandoned python and used go to rebuild the recommendation system. Former Google employee Jake wilson believes that compared to the familiar Python, the Go language has many good features and can replace Python in many cases.

Is it good to learn Golang?

Go is a great choice for single-page apps. Though, Go has no GUI library which means a lot of time and knowledge you’ll need to connect a library to your app instead of using native solutions like with Python or Java. There’s no such thing as an all-around perfect programming language.

Should I learn Python or Matlab?

MATLAB is the easiest and most productive computing environment for engineers and scientists. It includes the MATLAB language, the only top programming language dedicated to mathematical and technical computing. In contrast, Python is a general-purpose programming language.

Is Julia good for data science?

Julia is faster than Python and R because it is specifically designed to quickly implement the basic mathematics that underlies most data science, like matrix expressions and linear algebra. Julia is already widely used, with over 2 million people having downloaded it, but the community of users has bigger ambitions.

Which is better Python or Golang?

Python is flexible and has easy syntax. Golang is now considered to be an alternative to Python, and there is an incessant discussion about Golang web development vs Python. And here is why. … All in all, Golang web development has proved to be faster than using Python for the same kind of tasks in many use cases.

How difficult is Golang?

Golang is a much simpler language than even Python or JavaScript. The only two areas where you might have some problems with golang are interfaces and the concurrency features: goroutines and channels. Many beginners find concurrency hard to understand. … Golang is a much simpler language than even Python or JavaScript.

Is Golang good for data science?

Summary. In short, Golang is not widely used for exploratory data science, but rewriting your algorithms in Golang might be a good idea. However, the latest push is “Python for Machine Learning and Go for Infrastructure”.

How Python is used in AI?

Python is a more popular language over C++ for AI and leads with a 57% vote among developers. That is because Python is easy to learn and implement. With its many libraries, they can also be used for data analysis. Performance wise C++ outperforms Python.

Does Golang have a future?

Yes, you should learn Go. It has a very bright future. In the 6 short years since its birth, Go has skyrocketed to the Top 20 of all language ranking indices… … Go is super popular.

Should I learn Java or go?

Both languages are used to build very powerful, distributed systems. They have differences, of course, which is good. From a learning standpoint, it’ll be easier learning Go than Java, as its learning curve is very gentle. … Job opportunities as Go developers are raising so much lately, but Java dominates the field.

Can Golang be used for machine learning?

Machine learning developers who want to use Google’s Go language as their development platform have a small but growing number of projects to choose from. Rather than call out to libraries written in other languages, chiefly C/C++, developers can work with machine learning libraries written directly in Go.

Which programming language is best for machine learning?

Top 5 best Programming Languages for Artificial Intelligence…Python. Python is considered to be in the first place in the list of all AI development languages due to the simplicity. … R. R is one of the most effective language and environment for analyzing and manipulating the data for statistical purposes. … Lisp. … Prolog. … Java.

Is go a bad language?

Still, in my humble opinion, Go is a terribly, poor designed language, which does exactly opposite to what it advertises. Go is considered a simple programming language. … Reality is quite different, Go is not a simple language, it’s just poor.

Which is best language for data science?

Programming Languages for Data SciencePython. Python is the most widely used data science programming language in the world today. … JavaScript. JavaScript is another object-oriented programming language used by data scientists. … Scala. … R. … SQL. … Julia.

Should data scientists learn JavaScript?

Learning JavaScript won’t harm your resumé. But don’t learn it as replacement for other languages. As a first language, the best advice is to learn one of either Python or R. You should also become comfortable using some database language, such as SQL or MongoDB.

Why Golang and not Python which language is perfect for AI?

High scalability and computation: Golang has a higher potential in scalability and performance as compared to Python. … Go libraries such as GoLearn (data handling), Goml (passing data), and Hector (binary classification problems) are some of the libraries that serve AI and its applications.

Which companies use Golang?

The 7 biggest companies using GolangGoogle. Golang was designed by Google engineers and is often used there for internal projects. … Uber. One of the biggest companies using Golang is Uber. … Twitch. In Twitch, Go is used for the most-loaded systems. … Dailymotion. … SendGrid. … Dropbox. … SoundCloud.