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...2 likes·28 readsprobability
Waran GBicecappman.hashnode.dev·Oct 20, 2024Exploring the Mathematics of Games and Gambling: Probability and StrategyBy Waran Gajan Bilal Introduction Games and gambling have fascinated humans for centuries. But beneath the thrill lies a layer of logic and mathematics that makes these games not only entertaining but also predictable—at least to a certain extent. Ed...probability
Pronod Bharatiyadata-intelligence.hashnode.dev·Oct 18, 2024Discrete and Continuous Models in Machine Learning: Understanding CDF as a BridgeMachine learning (ML) models are often categorized as either discrete or continuous, based on the nature of the data they handle. Discrete models work with distinct, countable values, while continuous models operate on variables from a continuous ran...70 readsDiscrete Models
Sreemathibala Palpandiansmbsblog.hashnode.dev·Aug 16, 2024Unlocking the Power of Probability in Machine LearningIntroduction Probability is a fundamental concept in mathematics that measures the likelihood of an event occurring. It provides a quantitative measure of uncertainty, allowing us to predict the chance of a particular outcome. Probability theory has ...probability
Sreemathibala Palpandiansmbsblog.hashnode.dev·Aug 14, 2024The Power of Math in Data AnalysisHey there, data enthusiasts! Today, we're diving into the backbone of data analysis: mathematics. We'll explore why maths is crucial for data analysis and introduce three fundamental concepts: statistics, probability, and probability distribution fun...statistics
Ajay Kumarajaysdev.hashnode.dev·Aug 11, 2024🚀 Embarking on a 100-Day Data Science and Machine Learning Challenge! 🚀Hello, Hashnode community! I’m thrilled to announce the start of my 100 Days of Data Science and Machine Learning challenge! Over the next 100 days, I’ll be diving deep into the world of Data Science and Machine Learning, exploring new tools, buildin...Data Science
ByteScrum TechnologiesforByteScrum Technologiesblog.bytescrum.com·Jul 14, 2024Probability Distributions in Machine LearningProbability distributions play a vital role in the field of machine learning, providing the mathematical foundation for many algorithms and models. They help in understanding data, making predictions, and estimating uncertainty. In this blog, we will...10 likes·283 readsMachine LearningMachine Learning
Sammith S Bharadwajsammith.hashnode.dev·Jul 5, 2024TIL but from youtube: CVM algorithmIntroduction This time its stuff related to data streams and how to optimise it to ensure we can get an approximation of number of distinct elements. So the video talks about the paper https://arxiv.org/abs/2301.10191. I did try to read it, some of i...Python
Arbash Hussaincckeh.hashnode.dev·Jun 24, 2024A Step-by-Step Guide to Naive Bayes in Machine LearningIntroduction Welcome back, everyone, to this 4th blog post in our Machine Learning Algorithms Series! Today, we are diving into the Naive Bayes algorithm, a fundamental tool in the machine learning toolkit. In this blog, we will implement the Naive B...167 readsMachine Learningnaivebayes
Fatima Jannetmahia.hashnode.dev·Jun 17, 2024Probability & Statistics for Machine Learning & Data ScienceLesson 1 - Introduction to Probability Probability is the likelihood of an event occurring. Let's get into it. Let's say, In a school there are 10 kids where 3 kids plays football and 7 kids don't play football. What will be the probability of pickin...2 likes·43 readsProbability & Statistics for ML and DSAML
