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Understanding Stemming in NLP:An Overview of Key Algorithms
Natural Language Processing (NLP) involves computers and human language interaction. Stemming in NLP reduces words to their root forms, normalizing text for search engines and text analysis, using various algorithms.… Read more
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Support Vector Machine(SVM) with Python
Explore the power of Support Vector Machines (SVM) in classification tasks with our latest blog post. Dive into the step-by-step Python implementation of SVM, from data preprocessing to model evaluation.… Read more
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Understanding Support Vector Machines (SVM):
Support Vector Machines (SVM) are foundational in machine learning, excelling in classification and regression tasks. SVMs find optimal hyperplanes to separate classes, utilizing support vectors and the kernel trick for… Read more
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A Complete Guide to the K-NN Algorithm – K-Nearest Neighbours
K-Nearest Neighbors (KNN) is a supervised learning algorithm used for classification and regression tasks, known for its simplicity and effectiveness in handling irregular decision boundaries. It relies on the number… Read more
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Logistic Regression
Logistic Regression is explained in detail in the blog post, including theoretical foundations and Python implementation. The post covers data preparation, probability calculation, odds and log odds, regression coefficients, error… Read more
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Unraveling the Threads: Assumptions of Linear Regression
Linear regression, a common statistical method, requires certain assumptions for valid analysis including linearity, homoscedasticity, multivariate normality, independence, and lack of multicollinearity. Additionally, checking for outliers, which significantly impact results,… Read more
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Unleashing the Power of Voice: A Guide to JavaScript Speech Recognition and Synthesis APIs
Web developers are leveraging JavaScript to integrate speech recognition and synthesis capabilities into websites. The Speech Recognition API allows developers to design websites that interpret spoken language, and the Speech… Read more
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Maximizing Your AWS Certification Experience: A Guide to Unlocking an Extra 30 Minutes for Free in Every Exam!
1. Understanding the Opportunity “Empowering AWS Certification Pursuers, Regardless of Language: Revealing an Exclusive Chance for an Additional 30 Minutes of Exam Time. Follow These Steps to Elevate Your Success… Read more
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Leetcode Biweekly Contest 104
6366. Number of Senior Citizens You are given a 0-indexed array of strings details. Each element of details provides information about a given passenger compressed into a string of length 15. The system is such that: Return the… Read more
Welcome to my blog!
I’m Umesh, a student at Vellore Institute of Technology, Chennai, navigating the exciting realm of Computer Science Engineering. Beyond the world of algorithms and code, I’m passionate about leveraging technology for innovation.
Join me on this journey as we explore the intersection of technology and a purpose. As a third-year student at VIT Chennai, my commitment to leveraging technology for innovation has been a driving force
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Umesh Chandra 