sujithamypersonalblog.hashnode.dev·6 hours agoConvex and Non-convex functionsA convex function and a non-convex function differ primarily in the shape of their curves and in the nature of their optimization landscapes, which impacts how we can use techniques like gradient descent to find minimum points effectively. Convex Fun...DiscussMachine Learning

Sreya Ghoshphiwhyyy.hashnode.dev·Nov 10, 2024Let's learn SQL together! (II)Hi, This is PhiWhyyy and I am happy to write again. How, have you all been? I missed you all as well! I have been so busy with my work and studying parallel that I couldn’t write the next part of this series. But here I am today! And your girlie scor...DiscussSQL

Harvey Ducayhddatascience.tech·Nov 7, 2024How to Learn Machine Learning?What is Machine Learning? Machine learning is basically teaching computers to learn from data - kind of like how we humans learn from experience, except computers don't get tired or need coffee breaks! It's a branch of artificial intelligence that's ...DiscussMachine Learning

Harsh Bopaliyathe-new-age-of-ai-engineering.hashnode.dev·Nov 7, 2024A Story About Probability and Decision MakingOne afternoon, two friends sat at their favorite café, sipping coffee and chatting about life. One of them had recently become obsessed with learning about how probability affects the decisions we make every day. As they talked, they realized how oft...Discuss·2 likesprobability

Dilip PatelforDilip Patel's Maths blogmathsmastery.hashnode.dev·Nov 7, 2024LimitsMathematics is a subject that builds on fundamental concepts to create a strong foundation for higher learning. One of the key topics students encounter in 11th-grade math is limits, a fundamental concept in calculus that serves as a gateway to under...DiscussMathematics

Arya M. Pathakarya2004.hashnode.dev·Nov 2, 2024Exploring Unconditional, Conditional, and Controllable GenerationGenerative Adversarial Networks (GANs) have evolved significantly since their inception, allowing developers to produce highly specific and realistic images based on controlled inputs. In this article, we’ll explore how GANs generate images in variou...Discuss·10 likesThe GAN Guide: From Basics to BreakthroughsArtificial Intelligence

Arya M. Pathakarya2004.hashnode.dev·Nov 1, 2024Enhancing GAN Stability with Wasserstein Loss and Gradient PenaltyGenerative Adversarial Networks (GANs) are widely used to model complex data distributions, but traditional GANs, particularly those using Binary Cross-Entropy (BCE) loss, face significant issues that hinder effective training. In this article, we’ll...Discuss·10 likesThe GAN Guide: From Basics to BreakthroughsArtificial Intelligence

Sebastiannaturesphere.hashnode.dev·Nov 1, 2024US College Students Reveal 10 Groundbreaking Trigonometric Proofs of Pythagoras’ TheoremTwo US college students, Calcea Johnson and Ne'Kiya Jackson, have made waves in the mathematics community by uncovering ten new trigonometric proofs for Pythagoras’ theorem. Their breakthrough, published in American Mathematical Monthly, challenges c...DiscussPythagorasTheorem

Arya M. Pathakarya2004.hashnode.dev·Oct 29, 2024Understanding Binary Cross-Entropy (BCE) Loss Function in GANsThe Binary Cross-Entropy (BCE) loss function serves as a core component in Generative Adversarial Networks (GANs) due to its effectiveness in binary classification, which in the case of GANs, is distinguishing between "real" and "fake" data. The disc...Discuss·10 likesThe GAN Guide: From Basics to BreakthroughsMachine Learning

J3bitokjebitok.hashnode.dev·Oct 27, 2024Cryptography: Cryptography Basics (TryHackMe)In this article, I will write a write-up for Cryptography Basics that covers the Importance of Cryptography, Plaintext to Ciphertext, Historical Ciphers, Types of Encryption and Basic Math in cryptography and symmetric encryption. What is the standa...DiscussCryptography