RQuickStart.com/Logistic Regression in R

  • Free

Logistic Regression in R

  • Course
  • 5 Lessons

Learn R the Quick Way.

Hands-On, with "Just Enough" Theory, in bite-size sessions.

Ever wanted to understand R but didn’t know where to start?

You've come to the right place. I will show you how to run a real logistic regression model in R and understand what it means, no prior experience needed.

In this 15-minute challenge, you’ll build your very first predictive model using real data, and see how data scientists predict odds of success.

You’ll get a clear, fast win that proves: you can do this.

Outcomes

By the end of this short lesson, you’ll know how to build and understand a real predictive model from scratch.

I'll walk you through loading R libraries you'll use, viewing the data in different formats, creating training and test data, through summarizing data, selecting predictive factors, creating the machine learning model, and finally you will create graphs of several interesting relationships.

🧠 What You’ll Build

You’ll build a real logistic regression model using the famous Titanic dataset.

By the end, you’ll have a working R script you can reuse in any project.

Predict survival rates using age, class, and gender.

✅ You’ll import the dataset and fit your first model.

✅ You’ll see how R turns everyday variables into probabilities; who survived, who didn’t — in one line of code.

Learn how to interpret your model’s output.

✅ You’ll read and understand the key stats that actually matter.

✅ You’ll learn what coefficients, p-values, and significance mean in plain English.

Visualize predicted probabilities and accuracy in RStudio.

✅ You’ll make your model come alive with a visual

✅ You’ll generate a clear chart (plot) showing how survival odds change by age and gender; a real output you can save or show off.

Ready to build your first predictive model?

👉 Jump into the 15-minute lesson and start coding now; its free!

You’ll go from opening RStudio to running your first predictive model in about 15 minutes.

My Approach: No Fluff, Just Wins

  • Learn by Doing, Not Memorizing
    You’ll write real R code from the very first minute.

  • See Results Instantly
    Every step produces output you can see and interpret right away. I will show you what it means and why it matters.

  • Small Wins That Build Confidence
    Each mini-lesson is under 20 minutes.

  • Real Data, Real Stories
    You'll build real skills and practice with fun, relatable datasets.

  • Clarity Over Complexity
    Together we'll focus on fast, usable skills and "just enough" theory.

What Makes This Different

No fluff, no filler. Learn by doing, not memorizing.

👀 See results instantly. Every command gives visible output you can interpret.

💬 Plain English explanations. Focus on why it matters, not just how it works.

🧠 Small wins that build confidence.

What Makes This Different

From one learner to another, I want to help you to maximize your learning time and distill this info to what you need most.

My Philosopy

No fluff, no filler. Learn by doing, not memorizing.

👀 See results instantly. Every command gives visible output you can interpret.

💬 Plain English explanations. Focus on why it matters, not just how it works.

🧠 Small wins that build confidence.

What You'll Get

Mini-Tutorial + Video Walkthrough

I’ll show you everything step-by-step: install R, import data, run the model, interpret the output.

Includes:

✅ Ready-to-run code snippets (fully annotated)

📸 Screenshots of RStudio Console, Output, and Plots

💬 Simple interpretation guide (accuracy + coefficient meaning)

🧾 Bonus: R Commands QuickStart

🧾 Bonus: R Commands Cheat Sheet

Portfolio Ready Project

Your finished project: a real R model predicting survival odds with visual output and accuracy metrics.

What Learners Say

Thousands have already taken this 15-minute challenge — get your hands dirty with real R code.

Beta Tester

"This made R finally click for me."

Early Learner

"Short, clear, and actually fun."

My Promise:

"You'll go from zero to running your first predictive mode in one short lesson."

Start now — your first real R project is just 15 minutes away.

About Me

Why Should You Learn from Me?

I’m Mike Anthony. I'm not a statistician, but a lifelong learner who taught myself R the hard way and decided to make it easy for everyone else.

My approach is simple: skip the jargon, cut the bullshit, and keep it hands-on. I celebrate every “aha” moment. I design every mini-lesson to give you a quick win, because confidence and bite-sized learning chunks is how learning sticks.