A Basic Process of Python Use for IOTAP, Data Science, and Rapid Machine Learning Model Development
Arun Kumar Singh · Advances in information security, privacy, and ethics book series · 2023
Python is a more powerful high-level language created by Guido van Rossum (first appeared in 20 February 1991; 31 years ago), and its language constructs and object-oriented approach aim to help programmers write clear, logical code for small- and large-scale projects. Its design philosophy emphasizes code readability with the use of significant indentation. Python is an object oriented, scripted, and interpreted language for both learning and real-world programming. First in this paper, Python is introduced as a language, and a summary given about data science, machine learning, and IoT. Then, details are provided about the packages that are popular in the data science and machine learning communities, such as NumPy, SciPy, TensorFlow, Keras, and Matplotlib. After that, the authors will show the working criteria of Python for building IOT applications. The authors will use different code examples throughout. The learning experience, and executed examples, contained in this paper interactively used Jupyter notebook (notebook: 6.4.11) with Python (v3.10.4:9d38120e33, Mar 23 2022) on macOS Catalina-Version 10.15.7.