Data Scientist
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  1. Interactive R learning
  • A glimpse of the Tidyverse
  • Data Transformation and Explanatory analysis
  • Introduction GLMs
  • Gaussian GLMs
  • Poisson GLMs
  • Binomial GLMs
  • Gamma GLMs
  • Beta GLMs
  • Common GLM Problems
  • Zero Inflated GLMs
Categories
animations
dplyr
r
tidyverse

Interactive R learning


This is where you can get hands on experience in statistics!.

Getting started with R

Data Science for Everyone
People usually describe R as quirky . But i certainly think quirky is good, it means it’s a little bit out of the norm. And I think that’s what makes R, R. So to easen…

Bongani Ncube

Control statements in R

Data Science for Everyone
Hey there! , i’m a data and R enthusiast , i help write efficient R and help you to scale up you data science projects!

Bongani Ncube

Answering CS1B Actuarial Exam Question In R

Interactive learning
To test that you have successfully loaded the required R Packages, run the following codes in order within R: Code:

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Explanatory Analysis: Hands on

This will go a long way helping you learn R hands on , but beware coz this can be addictive!

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Build your first Logistic model with Tidymodels

Machine learning for Everyone
We load the MLDataR for the dataset ,parsnip for modeling functions,rsample for splitting,yardstick for performance as well as dplyr and magrittr for wrangling.

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Bulding inforgraphics layer by layer

Data visualization for everyone
We’re going to work with a different dataset for this section. It’s a cleaned-up excerpt from the Gapminder data.

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learn some statistical inference

30,34,36,41

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Do your first Time to event analysis with R and tidymodels

Data Science for Everyone
We load the following packages

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R for Public Health and Epidemiology

Logistic Regression R : Interactive Learning
My name is Bongani Ncube ,I am a researcher with a passion for applying biostatistical ,demographic and epidemiological methods in Evidence Based Research . I was recently…

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Essential Statistics with R and Quarto

Introduction: Demo
Which of the following statements about R are True:

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What drives Customer churn?

An R interactive learning
Customer churn (also known as customer attrition) refers to the phenomenon where customers stop using a product or service provided by a company. It’s essential for…
5 March 2026
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Probability Distributions to ACE your CS1 EXAM

An R interactive learning (STATSPYSCHICS.COM)
by the end of this tutorial you will be able to answer these IFOA questions
5 March 2026
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Build your first decision Tree model with Tidymodels and Caret

Machine learning for Everyone
all necessary packages are being installed for you !
2 November 2025
Bongani Ncube

Get started with Time series data

data science for everyone
packages: ['forecast','tseries','vrtest','fpp3','TSstudio','UKgrid','tibble']
2 November 2025
Bongani Ncube

Visualise dplyr’s core functions

r
tidyverse
dplyr
animations
Effective data wrangling
22 July 2024

 

Space

There is a short lesson this week! You’ll learn the basics of joining two different datasets together, both vertically and horizontally.
8 July 2024

Amounts and proportions

When you visualize proportions with ggplot, you’ll typically go through a two-step process:
10 June 2024
Bongani Ncube

Build your first linear regression model

Machine learning for Everyone
Machine learning (ML) develops algorithms to identify patterns in data (unsupervised ML) or make predictions and inferences (supervised ML).
5 June 2024
Bongani Ncube
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Copyright 2024, Bongani Ncube

Bongani Ncube
Data Science and Statistics Researcher r195334vncube@gmail.com
NEAT ELITE RESEARCH AND DATA ANALYTICS CONSULTANCY
University Of Zimbabwe, Zimbabwe.