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Articles by Priya Mishra
138 articles
Top 5 Applications of Machine Learning in Cyber Security
We rely significantly on technology in the present day, yet as technology has advanced, cyber-attacks have gotten more regular and complex. Organizations must have strong cybersecurity systems in place to combat these assaults. Machine learning is one of the most effective methods for accomplishing this. Large volumes of data can be analysed by machine learning algorithms to find trends that may suggest a future cyber assault. In this article, we will look at the top five applications of machine learning in cybersecurity. Top 5 Applications of Machine Learning in Cyber Security Below are some of the applications of machine ...
Read MoreWhat is advanced Java?
Introduction to Advanced Java Core Java (J2SE) and Advanced Java are the two components that make up the Java programming language (JEE). The foundations of the Java programming language, including its data types, functions, operators, loops, threads, and exception handling, are discussed in the "core Java" section of this book. It is used in the process of developing apps for widespread usage. Whereas Intermediate Java focuses on more advanced topics, such as database connection, networking, Servlet, web services, and so on, Advanced Java addresses more fundamental ideas. In this article, we will talk about what advanced Java is, and the concepts ...
Read MoreWhat is the full form of Java?
What is the Full Form of JAVA? The full form of Java is "Just Another Virtual Accelerator". Java is not an abbreviation but some programmers made a full form. Basically, Java doesn’t have any full form or special meaning. This full form is used jokingly by the programmers. J Just A Another V Virtual A Accelerator Related Links Some of the related topics, you may like to read: Overview of Java programming language Features of Java programming language
Read MoreAllowing resizing window in PyGame
Introduction Pygame is the module used for game development in Python; it is considered to be one of the most effective modules for this purpose. The development of video games can not only be profitable in today's market but also serve as a medium for educational and promotional purposes. Creating games requires knowledge of mathematics, logic, physics, artificial intelligence, and a lot of other subjects, yet it can be really enjoyable. We will discuss in detail what is Pygame, how to implement a normal PyGame window and how to allow users to resize the window with a working example. ...
Read MoreAppend data to an empty Pandas DataFrame
Introduction A data structure known as a data frame is a two-dimensional labelled array with columns that might be of various data kinds. You can compare it to a spreadsheet, a SQL table, or even a dict of Series objects to better understand it. It is the panda item that is used the vast majority of the time. In addition to the data itself, you have the option of also passing parameters for the index (row labels) and columns (column labels). If you supply an index and/or columns, you are assuring that those elements will be present in the DataFrame ...
Read MoreAnimate image using OpenCV in Python
Introduction Animated pictures are a sequence of static images that are automatically played to display relevant material in a continuous and dynamic manner, and they have the benefit of being smaller than videos. Additionally, many online and mobile applications enable animated images in the same manner that they support static photos, although they do not always permit the upload of movies. In this situation, animated pictures can be really helpful. Clearly, there are several other reasons why animated graphics are preferable. Sometimes, combining similar or unrelated photos is simply for fun. In this article, we would learn the steps to ...
Read MoreVarious aspects of Machine Learning process explained?
Introduction Machine learning's influence in IT and other industries is expanding rapidly. Despite still being in its early stages, Machine Learning has gained a lot of attention across industries. It's the study of how to program computers to learn and improve on their own. Therefore, Machine Learning is concerned with improving computer programs by utilizing data gathered from a wide range of observations. In this article, titled "Aspects of Machine Learning process, " we will explore some of the foundational ideas behind Machine Learning, including its definition, the technologies and algorithms it employs, its potential applications and examples, and more. ...
Read MoreFalse Positive vs. False Negative
Introduction The ratio of accurate predictions to inaccurate predictions is plotted in a matrix known as a confusion matrix. This would refer to the ratio of true negatives and true positives (right predictions) to false negatives and false positives for a binary classifier (incorrect predictions). After data cleaning, preprocessing, and parsing, the first thing we do is feed the data to an efficient model, which naturally produces results in probabilities. Hold on though! But how do we assess the performance of our model? Higher performance, better effectiveness—exactly that's what we want. And here’s when the Confusion matrix comes into ...
Read MoreWhat does “!” mean in Java?
Introduction Java supports eight types of operators; the “!” operator is one of them. In Java, an operator is a symbol used to execute operations. Operators are entities that can modify the values of operands. Java makes authoring, compiling, and debugging code simple. It is helpful in creating code that can be reused and applications that are modular. It was created with the goal of having a few implementation dependencies as feasible. Let’s discuss in detail about the Java operators, “!” operator and where to use it with some working examples. Java operators Operators in Java are symbols that are ...
Read MoreWhat is meant by object in Java?
Introduction In real life, we can call tables, chairs, lamps, etc. objects as they have some attributes and functions. We can say that anything that has attributes or properties and some functionality like a lamp has a stand and a bulb and it can light up a room so it is an object. In Java also, we have objects and they have their own properties. Objects are basically the instance of the class and the class provides a blueprint for the creation of an object. Let’s have a brief discussion on objects and how to create an object in Java. ...
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