Jan 8 · 4 min read · Hit or Flop? A Simple Guide to How AI Makes Decisions What is Binary Classification? Before sinking millions into a film you want to know if it'll be a hit, when you're a movie studio executive. Well-known in the world of data science, binary classif...
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Oct 13, 2025 · 3 min read · I’ve just completed Module 3 – Classification from the ML Engineering Zoomcamp by DataTalks.Club, and this week’s task was all about understanding classification through hands-on practice. Instead of just calling LogisticRegression() from scikit-lear...
Join discussionOct 4, 2025 · 8 min read · Welcome back, fellow data adventurers! So far in our "From Zero to Neuron" series, you've built neural networks to classify handwritten digits and predict house prices. You've seen the raw power of these models when trained from scratch. But here’s a...
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Jul 24, 2025 · 3 min read · 👋 Introduction Hey there, fellow tech enthusiasts! As a B.Tech Computer Science student, my first dive into machine learning models was a mix of excitement and a bit of intimidation. Recently, I tackled Logistic Regression, a powerful and easy-to-un...
Join discussionJun 23, 2025 · 9 min read · Introduction Binary classification is one of the most fundamental tasks in machine learning. Whether you're predicting if an email is spam or not, detecting fraudulent transactions, or diagnosing whether a tumor is malignant or benign — all of these ...
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May 30, 2025 · 29 min read · The perceptron is a fundamental concept in deep learning, with many algorithms stemming from its original design. In this tutorial, I’ll show you how to build both single layer and multi-layer perceptrons (MLPs) across three frameworks: Custom class...
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Dec 21, 2024 · 5 min read · [24] What do you mean by classification? Process of arranging data into homogeneous (similar) groups according to their common characteristics. Raw data cannot be easily understood, and it is not fit for further analysis and interpretation. Arrangeme...
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Sep 17, 2024 · 11 min read · Binary classification is a fundamental concept in machine learning where the goal is to classify data into one of two distinct classes or categories. It is widely used in various fields, including spam detection, medical diagnosis, customer churn pre...
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Sep 16, 2024 · 5 min read · Classification is one of the most common tasks in machine learning, where the objective is to categorize data points into predefined labels or classes. Whether you're building a spam filter, diagnosing diseases, or identifying objects in an image, cl...
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Jul 14, 2024 · 3 min read · In this blog post, we will dive into the world of binary classification using TensorFlow, covering essential concepts like variables, operations, gradients, and more. Binary classification is a fundamental task in machine learning, where the objectiv...
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