statistics-for-data-science
There are 25 repositories under statistics-for-data-science topic.
Pegah-Ardehkhani/Statistics-and-Probability-in-Python
Explore "Statistics" and "Probability Theory" Concepts and Their Implementations in "Python"
gagolews/deepr
Deep R Programming (Open-Access Textbook)
suneelpatel/Statistics-for-Data-Science-using-Python
Using Python, learn statistical and probabilistic approaches to understand and gain insights from data. Learn statistical concepts that are very important to Data science domain and its application using Python. Learn about Numpy, Pandas Data Frame.
SahibzadaSalman/Machine-Learning-with-Python
This repository contains a gentle introduction to machine learning algorithms with hands on practical examples
suneelpatel/Statistics-for-Data-Science-using-R
Learn the core statistical concepts, followed by application of these concepts using R Studio with the a nice combination of theory and practice. Learn key statistical concepts and techniques like exploratory data analysis, correlation, regression, and inference.
emmaarenas/data-quality-analysis
collection of Jupyter Notebooks in both English and Spanish, dedicated to performing data quality analysis using the R programming language
meiyulee/probability_distribution_simulator_for_Excel
Excel calculating the probability distribution simulated data
nurulauliyas/Statistics-for-Data-Science
[Statistics for Data Science] Data Science | Studi Independen | MyEduSolve X Kampus Merdeka
Prajna-Ramamurthy/Case-Study-Hackathon
Statistics for Data Science Hackathon
Prajna-Ramamurthy/Case-Study-Regression
Statistics for Data Science Assignment
Prajna-Ramamurthy/Case-Study-Startups
Statistics for Data Science Assignment
Prajna-Ramamurthy/Case-Study-Students-Records
Statistics for Data Science Assignment
quinn0/R-Instructional-Projects
The R code authored below goes through cleaning, visualizing and modeling data as well as some useful simulations for concepts in Research Statistics and markdown reports. Some code is shell code for the participant to complete; some are examples of the completed shell code. For more advanced R methods, see Dashboards_DataScience repo
YZhu0225/IDS702_Modelling_and_Representing_Data
This repository includes all the assignments completed for the IDS702: Modelling & Representation of Data at Duke MIDS program.
amruthpai123/AdvanceStatistics
All Statistics concepts
data-becki/Summary-Statistics-Healthcare-in-Different-States-Project
Using boxplots to investigate US hospitals healthcare costs
data-becki/Summary-Statistics-Traveling-to-Acadia-Project
Using matplotlib to look at distributions of flowers and flights to plan a trip.
data-becki/Summary-Statistics-Variance-in-Weather-Project
Using pandas and numpy to explore London weather data to find the best time to visit.
Honey28Git/Statistical-Methods-for-Decision-Making
The Following problems showcase different Statistical Methods used for Decision Making. The purpose of this project is to experiment and execute statistical methods, which are required to conduct data analysis, derive insights and inferences and arrive at business decisions.
meiyulee/solutions_on_DWtest_statistic
Book of Demythologize Durbin-Watson Test Statistic | Correct the critical values of DW statistic
Saba-Gul/Exploratory-Data-Analysis-and-Statistical-Analysis-Notebooks
This repository contains a collection of Jupyter Notebooks for conducting Exploratory Data Analysis (EDA) and Statistical Analysis on various datasets.
she-osprey/WHO-LIFE-EXPECTANCY-PROJECT
WHO LIFE EXPECTANCY: Studying the factors that affect/contribute to life expectancy and analyzing the changes over the last 15years, that is between 2000-2015.
smsraj2001/SDS-DATATHON
A simple data science project/hackathon done as part of SDS course
vadimtyuryaev/RegrCoeffsExplorer
A tool for visualizing the coefficients of various regression models, taking into account empirical data distributions.