TTharun·Aug 10What Does It Mean For a Machine to "Learn"?Ever wondered how a machine actually learns? Learn the core idea behind ML using data, parameters, predictions, and simple real-world examples.7 min read·tharunpandya.hashnode.dev1
RRishikant·Jun 28Unsupervised Learning: K-Means++, Silhouette Scores, and Gaussian Anomaly DetectionFinding hidden structures in raw data: A deep dive into clustering algorithms and statistical outlier detection.8 min read·rishiii2.hashnode.dev
BBerkan Sesen·Jun 12LDA vs PCA: Supervised Meets Unsupervised Dimensionality ReductionCompare PCA and Fisher's Linear Discriminant Analysis on the Iris dataset. Learn when unsupervised reduction fails, why labels matter, and the eigenvalue problem behind both methods.13 min read·sesenai.hashnode.dev
YYejun Park·May 21Clustering Demystified: K-Means, Hierarchical, and DBSCAN Explained with Real-World IntuitionIntuitive guide to clustering: learn K-Means, Hierarchical Clustering, and DBSCAN with real-world examples and visual intuition.16 min read·yejunpark3.hashnode.dev
DDivyajot Kaur·Apr 22Part 3: Types of Machine LearningUnderstanding how machines learn from data using different approach4 min read·ai-beginners-journey.hashnode.dev
SShruti·Apr 19How Context Shapes LearningGuidance vs. Discovery4 min read·skeptical-machine-learning.hashnode.dev
VVishal Uttam Mane·Apr 14Supervised vs Unsupervised Learning in Real ApplicationsUnderstand the practical differences between supervised and unsupervised learning, and how each is applied in real-world AI systems.4 min read·vishal-uttam-mane-super-unsuper-learning.hashnode.dev
RRahul Sehrawat·Apr 12Unsupervised Learning, or Why Patterns Appear on Their OwnNobody told you where the groups were at the party — but you could see them forming anyway. That's unsupervised learning. Clustering, similarity, and embeddings, told as one story.10 min read·ai-zero-to-hero.hashnode.dev
SSami Thakur·Apr 2Machine Learning Introduction: A Beginner’s GuideMachine Learning algorithms does not rely on humans to which part to choose they derive it based on data provided to them It is a field of Artificial Intelligence where computers learn patterns from d2 min read·samithakur.hashnode.dev
BBerkan Sesen·Mar 31Hidden Markov Models: When Clusters Have MemoryLearn Hidden Markov Models through the weather-umbrella analogy. Implement the Forward and Viterbi algorithms from scratch, then detect stock market regimes and compare HMMs with K-Means.15 min read·sesenai.hashnode.dev
