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
Haocheng Linhaochengcodedev.hashnode.dev·May 5, 2024Simplifying the Gaussian Formula Using Completing the SquareIntroduction As math enthusiasts, we often encounter complex formulas that appear daunting at first glance. However, even the most intricate equations can be simplified and understood. Today, we'll delve into the Gaussian formula and demonstrate how ...1 likegaussian
Saurabh Naiksaurabhz.hashnode.dev·Nov 20, 2023Demystifying Probability Density: A Deep Dive into Density EstimationIntroduction: Probability density plays a crucial role in understanding the distribution of data. In this blog post, we will unravel the intricacies of probability density functions (PDFs) and explore the nuances of parametric and non-parametric dens...StatisticsArtificial Intelligence
Yash Ambekaryashambekar.hashnode.dev·Jun 29, 2023Conditional Probability, Bayes Theorem and Chain Rule of Probability.Conditional probability provides us with a way to reason about the outcome of an experiment, based on partial information. Suppose we know that the outcome is within some given event B. We wish to express the likelihood that the outcome also belongs...probability
Lasya Sighakollilasya735.hashnode.dev·Jun 9, 2023Measures Of Central Tendency in ProbabilityMean: Mean is the average value after collecting data from a sample. The average is found by adding all observations and dividing by the total number of observations. Mean=sum f observations/number of observations Mean=∑xi/n Example: We have a samp...probability and statistics
Lasya Sighakollilasya735.hashnode.dev·Jun 8, 2023Probability Vs Statistics in Machine LearningProbability is a mathematical framework which is used to deal with uncertain problems. It is used to quantify the likelihood of the event occurring. It also predicts whether an event occurs or not. Statistics is a branch of mathematics that deals wit...Machine Learning
Naymul Islamainaymul.hashnode.dev·May 21, 2023Probability For Mastering Data Science - Part 2In the previous part, we covered Combinatorics today we gonna continue with Sets and Events. Sets and events👇 We use the upper-case letter to denote sets and we use the lower-case letter to denote individual elements. The empty set is denoted by ∅. ...37 readsProbability For Mastering Data Scienceprobability
Naymul Islamainaymul.hashnode.dev·May 10, 2023Probability For Mastering Data Science - Part 1Probability👇 We know that probability is one of the key concepts of Data Science. In this series, we are gonna cover all we need to know about the probability to become a Data Scientist or a Machine Learning Engineer. So, let’s deep dive into that. ...1 like·60 readsProbability For Mastering Data ScienceData Science
Niravsrkds.hashnode.dev·Feb 1, 2023Fundas of ProbabilityHi there, I'm writing this blog because probability is a part of my master's syllabus so, I wanna share my learnings here. Note: $$3x + 2a = 5^2$$ ❌don't follow this approach, like writing raw math equeations ✅ Instead use words,sentences, clarity, ...11 likes·53 readsProbability & Statisticsprobability
