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Arpana Jain has Published 39 Articles
Arpana Jain
693 Views
Introduction In the web era, concise links are crucial to distribute hyperlinks via social networking sites, text messages, and alternative communication methods. Nevertheless, lengthy URLs might pose challenges when sharing and might be truncated when sending messages. The long URLs are frequently challenging to memorize and can be highly unwieldy ... Read More
Arpana Jain
165 Views
Introduction Python is a flexible and strong programming language that gives programmers a variety of tools and environments to create and run their code in. Two popular Python programming environments, Jupyter Notebook and Python IDLE, each have their unique advantages and capabilities. The definitions, features, processes, and use cases of ... Read More
Arpana Jain
115 Views
Introduction The k-Nearest Neighbor is a powerful and straightforward technique to solve problems related to classification and regression. It makes the prediction on the input samples and checks for how similar the samples are to one another. In this present article we will explain k-NN technique and ... Read More
Arpana Jain
185 Views
Introduction Clustering, which groups similar bits of data based on shared characteristics, is a prominent technique in unsupervised machine learning. K-Means clustering is a popular clustering algorithm. Data is divided into K clusters using the iterative K-Means technique, where K is a predetermined number. The process minimizes the sum of ... Read More
Arpana Jain
261 Views
Introduction The fit() and fit generator() methods in Keras make it incredibly easy to train deep neural networks in Python. The fit() method makes it possible to efficiently process and train on batches of data, making it particularly useful for smaller datasets that can be loaded into memory. On the ... Read More
Arpana Jain
28 Views
Introduction The strong deep learning framework Keras makes it easier to create neural networks. Model performance monitoring, bug detection, and code quality assurance become increasingly important as models become more complicated and large-scale. This article examines how developers may closely monitor their Keras models with the use of CodeMonitor, a ... Read More
Arpana Jain
111 Views
kaiser in Numpy – Python: Introduction A typical windowing function in signal processing and data analysis is the Kaiser window. Applications like spectral analysis, filter design, and windowed Fourier transforms all benefit greatly from it. A popular windowing function that is essential to many signal processing and data analysis applications ... Read More
Arpana Jain
1K+ Views
Introduction A prominent Indian game show called Kaun Banega Crorepati (KBC) is modelled after the international game show "Who Wants to Be a Millionaire." In this post, we'll look at how to use the Python programming language to make a streamlined version of the KBC game. KBC Definition In the ... Read More
Arpana Jain
151 Views
Introduction Apache As a platform for distributed streaming that offers dependable and scalable messaging capabilities, Kafka has gained popularity. Organisations can design event-driven architectures and real-time data pipelines using Kafka. However, it might be difficult to manage and automate Kafka processes. With an emphasis on practical examples, we will examine ... Read More
Arpana Jain
115 Views
Jupyter Notebook Extension in Visual Studio Code: Introduction A well-known web-based interactive environment for data analysis and scientific computing is Jupyter Notebook. It enables users to create and distribute documents with narrative text, live code, mathematics, and visualization. Python, R, and Julia are just a few of the programming ... Read More
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