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Python Articles
Page 250 of 852
Command Line Automation in Python
Python comes with a command line for managing user input and specific forms of data entering while Python applications are being executed. As a result, users can enter data and complete tasks otherwise that would be impossible. This also enables more complex tasks and increased program interaction. To communicate with computers and execute programs, one uses a command-line interface (CLI), and a text-based user interface (UI). Additional names for command-line interfaces include character user interfaces, console user interfaces, and command-line user interfaces. In this article, you will learn what the Python command-line interface (CLI) is and how to automate the ...
Read MoreWriting Efficient Python Code
In this article, we are going to discuss how to write efficient code in python and also discuss their importance. Python is a robust programming language that allows you to accomplish a lot with a minimal amount of code. You must prevent the use of code that is not necessary and employ suitable procedures and strategies to make your code run more quickly if you want to produce effective and optimized code. This article will go over several methods for writing Python code more quickly and effectively. Like − Establishing a function. Reduce unnecessary operations. Do not declare ...
Read MoreIntroduction to Data Science in Python
As the world entered the era of big data in recent decades, the demand for more effective and efficient data storage greatly expanded. Businesses that use big data invest a lot of time and energy in creating frameworks that can hold a lot of information. The storage of vast amounts of data was then made possible by the creation of frameworks like Hadoop. As the storage issue can be resolved by using the frameworks the next issue that comes is to process the data that had already been stored. The solution to processing the data and getting the useful information ...
Read MoreHow to easily manage your software using conda?
Conda is an environment and package manager which is the best and the easiest of all the competitors available in the market. The main need of the conda is to manage the software as there could be a triangle of the software where the first software will depend upon a specific version of the second software while a third software depends upon another specific version of the second software. For these types of situations, conda provides a different environment where both versions of the software can exist without impacting the another. Introduction to Software Software is a set of instructions, ...
Read MorePython Data Science using List and Iterators
Data science is the process of organizing, processing, and analyzing vast amounts of data in order to extract knowledge and insights from them. It involves a number of different fields, including statistical and mathematical modelling, data extraction from its source, and methods for data visualization. Working with big data technology to gather both structured and unstructured data is commonly required. In the parts that follow, we'll examine several applications of data science and how python might be useful there. Python is a widely used high-level, general-purpose, object-oriented, and interpreted language. To utilize Python for a task, one only needs to ...
Read MoreIntroduction to Git for Data Science
The data science and engineering fields are interacting more and more because data scientists are working on production systems and joining R&D teams. We want to make it simpler for data scientists without prior engineering experience to understand the core engineering best practices. We are building a manual on engineering subjects like Git, Docker, cloud infrastructure, and model serving that we hear data science practitioners think about. Introduction to Git A version control system called Git is made to keep track of changes made to a source code over time. Without a version control system, a collaboration between multiple people ...
Read MoreSoftware Engineering for Data Scientists in Python
Data science integrates math and statistics, specialized programming, advanced analytics, machine learning, and artificial intelligence (AI) with specific subject matter expertise to reveal actionable insights hidden in an organization’s data. Data science is one of the fields which has shown the quickest growth rates across all industries. This is a result of the increasing volume of data sources and data that results from them. Data Science has generated controversy among other disciplines as a field ever since it began to gain recognition. In this article we will be learning about the fundamentals of software engineering, why it ...
Read MorePython for MATLAB Users
When we move from our academics into the industry, especially engineering individuals, we face a very common problem that we are mainly taught about the obsolete or near obsolete technologies. For example, many schools still use MATLAB. In the engineering sector, whether it is chemical engineer, electrical engineer, or nanoengineer, everyone must have used MATLAB. But in recent times, we can see businesses are shifting from MATLAB to Python. This can be due to a variety of reasons − $1000 licensing cost Inefficient memory allocation Dearth of open source libraries Detest MATLAB syntax. The people who want ...
Read MoreWhy is there no main() function in Python?
In this article, we will learn Why is there no main() function in Python. There is no doubt that Python has NO so-called main function, however, articles on the Internet frequently reference "Python's main function" and "suggest writing the main function." Their purpose may be to replicate the original primary methods, but many individuals are misled (or misunderstood) and create extremely complicated code as a result. Before we begin, we will answer the following two questions − What exactly is the "main function"? Why do some programming languages need the use of the main function? Some programming languages, ...
Read MoreWhat is a good Python framework for building a RESTful API?
In this article, we will learn some of the good Python frameworks for building a RESTful API. APIs are a fast and simple approach to building applications that can connect to other services. APIs are interfaces that allow developers to utilize their programming talents in one language (Python) and use them with whatever service they choose. Python is a popular API programming language due to its high level of abstraction and strong library support. What Is an API? The term "API" refers to a layer or interface that allows two applications to communicate without having to understand how they work. ...
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