PinnedPublished inCubedAuto-Encoders, Simplified for Humansan autoencoder is a type of neural network used for unsupervised learning, where the goal is to learn a compressed representation of data…Nov 7, 2024Nov 7, 2024
PinnedGemini AI API Simplified : For Babies in PythonGemini offers a powerful multimodal model known as “gemini-pro-vision.” This model has the unique capability to process both text and imageDec 14, 20231Dec 14, 20231
PinnedWhat are the query, key, and value vectors?In a transformer architecture, “key,” “query,” and “value” are fundamental components used in the mechanism of attention. Attention is an…Dec 10, 20232Dec 10, 20232
GRADIENT DESCENT & LEARNING RATE | FOR HUMANSGradient Descent is an optimization algorithm used to minimize a function by adjusting its parameters in small steps. It’s commonly used inOct 9, 20241Oct 9, 20241
What is a Language Model (LM)?A language model (LM) is a probabilistic model that assigns probabilities to sequences of tokens (words, characters, or subwords).Sep 30, 2024Sep 30, 2024
Sturge’s RuleSturge’s Rule is a formula used in statistics to determine the optimal number of classes (bins) to use when creating a histogram for a…Sep 28, 2024Sep 28, 2024
Different types of dataThe term statistics originates from the Italian word “statista”, meaning political state. Over time, statistics has evolved into the…Sep 28, 2024Sep 28, 2024
Population and Sample in StatisticsIn statistics, the concepts of population and sample are fundamental to understanding data collection and analysis. These terms are used to…Sep 28, 2024Sep 28, 2024
Mastering Python Operator Precedence: The Ultimate Shortcut GuidePython is known for its simplicity and readability, but like any programming language, it has its nuances. One such nuance is operator…Aug 22, 2024Aug 22, 2024