Haocheng Linhaochengcodedev.hashnode.dev·16 hours agoUnveiling Bayesian Linear Regression: A Step-by-Step Guide to Posterior DistributionIntroduction In machine learning, Bayesian Linear Regression offers a probabilistic framework to understand the relationships between variables. Unlike its classical counterpart, Bayesian regression provides a distribution over possible values of par...DiscussBayesian
Manupuri Nithinnithinmanupuri.hashnode.dev·Apr 23, 2024Statistics for Data Sciencewhat is mean by statistics? Statistics is the mathematical science used for collecting, organizing and summarizing the data. Some terminologies in the statistics Population: It is a whole dataset. Sample: It is smaller dataset of the population. V...Discussstatistics
Tutort Academytutortacademy.hashnode.dev·Apr 17, 2024Mastering EDA In 7 Easy StepsExploratory Data Analysis (EDA) is a crucial phase in the Data Analysis Process that involves a comprehensive investigation into a dataset's inner details and characteristics. It aims to uncover patterns, understand the dataset's structure, and ident...DiscussData Science
__CPP__Try_Hard__niranjan2004.hashnode.dev·Apr 4, 2024All you need is this Example to understand Random ProcessesRandom Process In this post I'll try to convince you that I am not insane for my enthusiasm for the idea of random process ( even though I was introduced to the idea today ) since this is modelling of data blew my mind on how visually rich it was. Th...DiscussMathematics
Sanjay Nandakumarsanjay7907.hashnode.dev·Apr 1, 2024Unveiling Cause and Effect: A Deep Dive into Causal Machine LearningIntroduction The world of data analysis is often dominated by prediction. We train models to forecast future sales, identify anomalies in sensor readings, or recommend relevant products based on past purchases. These tasks are invaluable, but they on...Discusscausal inference
Oyesina Oyerindeomogbolahantech.hashnode.dev·Mar 17, 2024Data Science Sunday Episode 10 for 2024Introduction Thanks to Everyone at Colab kaduna Data Science Sundays, most especially the convener Sanusi, and the facilitator Peter O. It was a moment we had Data scientists from across the globe, from Africa, Asia, South America etc all in one ca...Discussjohn Tukey
Bishesh Giribses.hashnode.dev·Mar 8, 2024Exploring the World of Statistics with PythonIntroduction Statistics is a valuable tool that allows us to understand and make sense of the vast amounts of data around us. Recently, I took a course on statistics by Maggie Matsui using Datacamp and Python to explore this field. I'm excited to sha...Discuss·26 readsPython
Roberto LupiProrlupi.com·Mar 6, 2024The Math of Reliability: stochastic processesTake a collection random variables and organize them in some way, you get a stochastic process or a random field. We need to explore more than just basic statistics and discuss how sequences of random variables change over time and space. (This is an...Discuss·62 readsThe math of ... Reliability EngineeringSRE
Harry Munroharrymunro.hashnode.dev·Mar 4, 2024Predator->Prey in PythonLet's simulate a predator-prey system using agent-based modelling in Python. In this system, we'll have two types of agents: predators (wolves) and prey (rabbits). The rabbits reproduce and are eaten by the wolves, and the wolves must eat to survive ...Discuss·83 readsPython
Roberto LupiProrlupi.com·Mar 4, 2024The Math of SRE Explained: SLI and SLOsLet me share what I've learned from 12 years of experience, defining and defending SLOs on various software and hardware systems, including TPU pods, HPC/GPU clusters, and general compute clusters. (This is just an introductory post, but I need to co...Discuss·144 readsThe math of ... Reliability EngineeringSRE