Java or Python in AI?

I compare the two below. Choose the best option for your Fintech business, and remember to vote - react with ?? for Java and ?? for Python.

The trick with Java vs. Python battle is that it's relevant only in the individual IT business context. Each language is fit for AI projects, but the functionalities of the two differ.

Let’s start with Python and its benefits for AI programming.

?? ???????????? ??????????????????. Python is easy to read and learn with its concise syntax and excellent usability. Those with no programming background, like data analysts, can quickly get through the Python basics to work with your AI project.

?? ???????? ??????????????????????. Rich in open-source libraries and frameworks, Python has a lot for creating ML algorithms. TensorFlow by Google is one of the best ones to use.

?? ???????????????????? ?????? ????????????. Simple googling will take you to tons of tutorials and bootcamps dedicated to Python.?

?? ??????-?????????? ?????????????????????????? ??????????. I already mentioned the vast array of libraries Python can boast of. Visualization libraries are crucial to AI development, and this language has much to offer for presenting your data in the most compelling and understandable way.

?? ????????????????-??????????????????????. Python is one of the languages you can run on numerous platforms without compiling it manually, as it’s an interpreted language.?

?? ???????? ?????????????????????? is where Python falls behind Java - exactly because it’s an interpreted language. However, if the speed of development matters to you more than the performance speed, this drawback might be a minor one.

Java has quite a bunch of benefits and shares many with Python. Let’s start with them.

?? ???????? ???? ??????. While Java can take some extra code to write compared to other languages, it’s no rocket science, has a clear syntax, and is excellent for coding AI algorithms.

?? ????????????. Statistically typed and compiled, Java has faster execution than Python.

?? ????????????????-??????????????????????. Code it once and run it on any platform.?

?? ???????????????????? ?????? ????????????. Just like Python, it has numerous libraries and tutorials. For AI-related purposes, there are also frameworks like Apache Jena (for expert systems) or Neuroph (for neural networks) for AI-related purposes.

?? ????????????????. Java is fit for starting large-scale AI projects and growing the existing ones.

?? ?????? ?????????????????? ??????????????. Having been around for a long time, the Java community timely fixes the bugs and ensures that the language evolves the fastest possible.

?? ??????????????. The need to define classes and methods will result in more lines of code compared to Python.?