There are 0 repository under central-limit-theorem topic.
10 Days of Statistics Challenges at HackerRank
A MATLAB project which applies the central limit theorem on PDFs and CDFs of different probability distributions.
Exercises solved for the Practical Statistics Module of Udacity's DAND: assignments and practice problems
about statistical techniques for Data Science
Machine Learning Code Implementations in Python
Demonstrate central limit theorem (CLT)
Topics in Probability Theory and Stochastic Processes
EPS course projects
Exercise solution to the Probability Theory course
Analysing customer purchasing behaviour against the customer's gender and various other factors to help the business make better decisions.
Data Science Statistics Interview Questions
Exploring CLT with Python
Business Case: Walmart - Confidence Interval and CLT
Run the CLT Shiny app : https://datatrigger.shinyapps.io/CLT_Visualization/
CSE 569, Fall 2019 Fundamentals of Statistical Learning Course at ASU
Data Analysis Course (EE 201), IIT Dharwad
Comprehensive notes and solved problem sets from Casella-Berger: Statistical Inference (Chapters 1-5), covering foundational concepts in probability and distribution theory. Topics include random variables, probability distributions, expectation, and limit theorems, essential for applications in machine learning, AI, and robotics.
Projects for the Intelligent Systems course
This repository contains the solutions to HackerRank's 10 Days of Statistics.
Monte Carlo Simulation of Exponential Distribution and Inferential Analysis of Tooth Dataset
This project analyzes a Portuguese bank's term deposit marketing campaigns, uncovering key factors and client profiles to optimize marketing strategies and enhance the bank's lending pool and revenues.
Code Behind the Central Limit Theorem and Statistical Significance In Action
Applying A/B test to help determing if company should launch the new page
The objective is to analyze the customer purchase behavior (specifically, purchase amount) against the customer’s gender and the various other factors to help the business make better decisions and to understand if the spending habits differ between male and female customers.
Used statistical measures to determine if the rate of re admissions for hospitals are high, if yes, what steps can be taken to bring the rate down.
Scripts to visualize the central limit theorem in action.
.Business Case: Walmart - Confidence Interval and CLT
Some movies to teach statistical concepts
This repository contains various probability and statistics demonstrations, showcasing key concepts in statistical analysis, probability distributions, and theorems. The projects include simulations, visualizations, and statistical analysis using Python libraries like NumPy, SciPy, Matplotlib, and Seaborn.
Central Limit Theorem for Process Improvement with Python
10 Days of Statistics Hackerrank Solutions
Brief into about Central Limit Theorem (CLT) and Python code for finding mean of CLT and plotting using seaborn and matplotlib on normal, uniform, multi-nomial distribution.
This repo contains various Statistics techniques like descriptive_Statistics including Central tendency, CLT, Z_Score and inferential statistics etc..