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central-limit-theorem

Here are 99 public repositories matching this topic...

SrGrace / 10-Days-of-Statistics-Challenges

10 Days of Statistics Challenges at HackerRank

c-plus-plus statistics linear-regression probabilistic-programming poisson-distribution correlation-coefficient central-limit-theorem normal-distribution binomial-distribution geometric-distribution

Updated May 17, 2019
C++

arasgungore / central-limit-theorem

A MATLAB project which applies the central limit theorem on PDFs and CDFs of different probability distributions.

matlab probability probability-distribution probability-distributions poisson-distribution probability-theory gaussian-distribution central-limit-theorem random-distributions normal-distribution bernoulli-distribution uniform-distribution random-variables probability-density-function exponential-distribution cumulative-distribution-function random-variable distribution-function random-distribution probability-theory-course

Updated Aug 8, 2022
MATLAB

nirupamaprv / Practical_Stats

Exercises solved for the Practical Statistics Module of Udacity's DAND: assignments and practice problems

python statistics coins cancer-data udacity-data-analyst-nanodegree admissions-data law-of-large-numbers central-limit-theorem binomial-distribution

Updated Dec 7, 2017
Jupyter Notebook

quantinsights / calculus_based_probability

Topics in Probability Theory and Stochastic Processes

markov-chains markov-chain-monte-carlo stochastic-processes probability-theory law-of-large-numbers central-limit-theorem generating-functions branching-process renewal-process

Updated Nov 8, 2023
Jupyter Notebook

AmishaSomaiya / Machine-Learning

Machine Learning Code Implementations in Python

numpy rbf-kernel pytorch neural-networks mnist-classification representation-learning principal-component-analysis kmeans-clustering lasso-regression central-limit-theorem kmeans-clustering-algorithm kernel-ridge-regression polynomial-kernel self-supervised-learning regularized-logistic-regression coordinate-descent-algorithm native-python simclr lloyds-algorithm vision-representations

Updated May 9, 2024
Python

28101991SUNNY / Statistics_study

about statistical techniques for Data Science

probability mathematics t-test bootstrapping-statistics parametric hypothesis-testing gaussian-distribution central-limit-theorem chi-square-test confidence-interval kolmogorov-smirnov-tests nonparametric-statistics bayes-theorem qqplots post-hoc-analysis inferencial-statistics proportion-test anova-analysis

Updated Nov 5, 2022
Jupyter Notebook

MoinDalvs / Interview_QnA_Statistics_Data_Science

Data Science Statistics Interview Questions

data-science statistics linear-regression distributions central-limit-theorem sampling-theory hypothesis-tests

Updated Sep 30, 2022

RACHEL-LEIGH / Central-Limit-Theorem

Exploring CLT with Python

python data jupyter-notebook mean p-value std thinkful central-limit-theorem

Updated Jan 30, 2019
Jupyter Notebook

Helga-Helga / ProbabilityTheory

Exercise solution to the Probability Theory course

probability probability-distributions probability-theory conditional-probability central-limit-theorem random-variables bayes-theorem joint-probability

Updated Jun 11, 2018
TeX

Karan-Viswakarma / BCS4-Walmart

Analysing customer purchasing behaviour against the customer's gender and various other factors to help the business make better decisions.

numpy pandas data-visualization seaborn data-analysis matplotlib descriptive-statistics central-limit-theorem customer-segmentation

Updated Jun 3, 2024
Jupyter Notebook

rishitsaiya / Data-Analysis

Data Analysis Course (EE 201), IIT Dharwad

r datascience central-limit-theorem central-tendency power-calculation

Updated Feb 17, 2020
R

aditya-shinde16 / Walmart_Case_Study

Business Case: Walmart - Confidence Interval and CLT

python numpy pandas data-visualization seaborn data-analysis confidence-intervals matplotlib walmart descriptive-statistics central-limit-theorem bivariate-analysis univariate-analysis

Updated Sep 20, 2023
Jupyter Notebook

prasanth5reddy / CSE-569-Fundamentals-of-Statistical-Learning

CSE 569, Fall 2019 Fundamentals of Statistical Learning Course at ASU

hidden-markov-model mixture-model gaussian-processes principal-component-analysis kmeans-clustering linear-discriminant-analysis central-limit-theorem nonlinear-regression

Updated Jan 12, 2020
Python

Sid-149 / 10-Days-of-Statistics

This repository contains the solutions to HackerRank's 10 Days of Statistics.

statistics linear-regression probability mean mode median poisson-distribution standard-deviation central-limit-theorem normal-distribution binomial-distribution 10-days-of-statistics geometric-distribution pearson-correlation-coefficient quartiles interquartile

Updated Jul 15, 2020
Python

SiavashShams / Intelligent-Systems-Projects

Projects for the Intelligent Systems course

random-forest q-learning naive-bayes-classifier neural-networks gradient-descent dynamic-programming simulated-annealing decision-trees knn svm-classifier policy-iteration value-iteration hierarchical-clustering birthday-problem central-limit-theorem k-means-clustering logestic-regression

Updated Sep 19, 2022
Jupyter Notebook

datatrigger / shiny_apps

Run the CLT Shiny app : https://datatrigger.shinyapps.io/CLT_Visualization/

r dataviz shiny central-limit-theorem

Updated Nov 28, 2020
R

nikhilkmr300 / central-limit-theorem

Scripts to visualize the central limit theorem in action.

statistics central-limit-theorem

Updated Jul 23, 2020
Python

tejaswi-swarna-98 / Confidence-Interval-CLT-Retail-Superstore

python statistics numpy pandas seaborn confidence-intervals matplotlib central-limit-theorem

Updated Oct 26, 2023
Jupyter Notebook

briggyx / bank_marketing_analysis

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.

Updated Jun 27, 2024
Jupyter Notebook

arjunthumbayil / Fundamental_Statistics_For_Beginners_In_Data_Science

statistics correlation statistical-analysis hypothesis-testing anova covariance central-limit-theorem chi-square-test normal-distribution binomial-distribution

Updated Jan 15, 2019
Jupyter Notebook

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