Swift vs Python: Which Language Should You Learn in 2025?

21 Jul Swift vs Python: Which Language Should You Learn in 2025?

It consistently ranks among the top languages due to its ease of use and vast ecosystem. Swift prioritizes safety and security through features such as optional, type safety,  and memory safety to safeguard against typical programming errors and vulnerabilities. If you are thinking about developing a mobile app for Apple OS, Swift will be an ideal choice. However, Python can be a great pick in case you want an AI- or ML-integrated app or backend solution. In case you are coding jobs still perplexed even after understanding the nuances of Swift vs Python, Appventurez is here to help you make a choice. Since now you have been acquainted with the strengths and weaknesses of Python vs Swift, it would be convenient for you to choose the one for your next development project.

B. Pros of Using Swift for Mobile Apps

• Web frameworks are a huge collection of different programming languages that help in creating featuring solutions by following mandatory protocols for better data management.
• But I was unsure of how to rewrite this into swift language, so I figured getting swift to pass the precision value into python would be easier.
• (There is one in the works though!)  In the first and second example I am using the computedInstance object to subscript the methods get_mean and get_min members.
• At first glance, Swift and Python may seem worlds apart – one powers iOS apps, the other drives machine learning models.
• It’s also still catching up with tools for backend, cloud, and full-stack development.
• There are packages for practically every use case ranging from web dev to math/science.
• This makes it easier for developers to incorporate machine learning algorithms, data analysis, and other features into their iOS apps.

Whether you’re planning a mobile app or an AI-driven platform, our team provides tailored solutions using the best technologies including Swift and Python. For mobile apps on Apple devices, Swift is the best choice. Now that the Compute module and NumPy are installed let’s take a quick look under the hood at the Compute module. The first thing I want t to point out is that the NumPy package is loaded into the compute module to take advantage swift developer job of NumPy’s numerical APIs.

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To do this I setup another test case called testComputeMethods. These operations work a bit differently than accessing members of a class because there is no attribute helper for calling a method so everything has to be subscripted. (There is one in the works though!)  In the first and second example I am using the computedInstance object to subscript the methods get_mean and get_min members. Chained to those subscripts is the call() function to invoke these methods in Python to return the respective mean and minimum values from the compute class. Before we can start building the model, we need to download the dataset and pre-process it. For your convenience, I have already created a GitHub repository with the pre-processing code and the data.

Swift and Objective-C

When it comes to the game of popularity, Python emerged as a runaway winner. The language holds a whopping 28.2% of the share in terms of web programming languages. Discover how to choose between mobile apps and web apps in 2025.

Python has been consistently ranked as one of the most popular programming languages in recent years. Its ease of use and readability have made it a favorite among developers for a wide range of applications, including web development, data analysis, and artificial intelligence. On the other hand, Swift, which was introduced by Apple in 2014, has gained popularity for its speed and efficiency in developing iOS and macOS applications. While Python has a larger community and a longer history, Swift has been rapidly growing in popularity within the Apple ecosystem. Swift is a powerful and contemporary programming language created by Apple specifically for macOS, watchOS, iOS, and TVOS app development.

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While Python may not be as fast as Swift, its ease of use and versatility make it a popular choice for a wide range of applications where speed is not a critical factor. Swift is usually better regarded for mobile app development especially in iOS and macOS, due to native integration of Apple’s ecosystem and hardware advantages. Python (a rather multi-purpose language though) Coding isn’t widely used in comparison with mobile app development.