Feb 2 · 6 min read · 1. Publication Support Services Market Size: Publication Support Services Market Size is estimated to reach over USD 5.26 Billion by 2032 from a value of USD 2.37 Billion in 2024 and is projected to grow by USD 2.59 Billion in 2025, growing at a CAG...
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Nov 11, 2025 · 2 min read · Hey everyone 👋 Dhairya here, Today, I explored Support Vector Machines (SVMs) — a powerful algorithm that can classify data by finding the best possible boundary between classes. After spending the last few days learning about ensemble methods and b...
Join discussionOct 11, 2025 · 2 min read · 📖 Support Vector Machines (SVM) are powerful supervised learning algorithms that separate data into categories using the best possible boundary — called a hyperplane. They’re highly effective for classification, regression, and even outlier detectio...
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Sep 15, 2025 · 6 min read · Regression is one of the most widely used techniques in statistics and machine learning. It helps us understand how variables relate to each other and, more importantly, allows us to make predictions. While simple methods like Simple Linear Regressio...
Join discussionSep 1, 2025 · 4 min read · The AI revolution has created a paradox for companies handling sensitive data. We need the power of advanced language models, but we can't risk exposing confidential information. For Ingedata, working with healthcare and defense clients, this isn't j...
Join discussionJul 11, 2025 · 4 min read · “SVM doesn’t just separate classes — it finds the best boundary possible.” — Tilak Savani 🧠 Introduction When it comes to classification tasks, Support Vector Machines (SVM) are one of the most powerful and accurate algorithms. Whether you’re sep...
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May 13, 2025 · 6 min read · Support vector machine is a machine learning algorithm used for classification and regression. SVM uses hyperplane to separate data into groups maximizing the distances between the closest points (vectors) for each class (group). In machine learning,...
Join discussionApr 19, 2025 · 3 min read · Introduction: In the world of machine learning, selecting the right model for your dataset can often feel like a game of trial and error. For this blog, I’m diving into the Sonar rock vs mine classification problem, where I tested various machine lea...
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Nov 28, 2024 · 3 min read · PCA-Based Classification for Breast Cancer Detection Early detection of breast cancer can significantly improve patient outcomes, making accurate diagnostic tools essential. Machine learning (ML) has revolutionized medical diagnostics by providing p...
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Oct 11, 2024 · 3 min read · What is the meaning of the Support Vector Machine (SVM) algorithm in the field of Machine Learning (ML)? How can I improve the accuracy of SVM? What exactly is meant by the term "Hyperplane" used in this algorithm? Can we apply this algorithm in neur...
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