<|im_start|>system
You are a helpful AI assistant.<|im_end|>
<|im_start|>user
What are the most popular programming languages?<|im_end|>
<|im_start|>assistant
The most popular programming languages in 2022 on Github were:

- Javascript/Typescript
 - Python
- Java
- C#
- C++
- PHP

However popularity can be interpreted in various ways, from relative usage to adoption, and popularity in open-source can differ from that in industry, which can vary significantly depending on the domain:

- In web development, Javascript and its Typescript variant are extremely popular.
- For scripting and scientific computing Python is a reliable choice.
- In the industry, Java and C# are behind most enterprise softwares and backends.
- C++ is often used for high performance scenarios.
- PHP was a very popular choice for web backends.

But some new languages are growing fast:

- Rust as a safer high-performance language
- Go as a simpler opiniated language<|im_end|>
<|im_start|>user
You made a typo: You said "opiniated" but it is spelled "opinionated".<|im_end|>
<|im_start|>assistant
Thank you for bringing that to my attention! You're absolutely right. The correct spelling is "opinionated." I apologize for the error.<|im_end|>
<|im_start|>user
Which programming language should I use and learn first if I want to develop deep learning models?<|im_end|>
<|im_start|>assistant
The most common language for developing deep learning models is **Python**. Due to Python's ease of development and flexibility, all industry standard deep learning libraries are written for Python.

An up and coming alternative to Python is **Julia**. While not in widespread usage in industry, it has received praise for it's multiple dispatch system, which allows for one to trivial compose, for example, a differential equation solver with a automatic differentiation library, allowing one to automatically differentiate differential equation solutions with no additional development time.<|im_end|>