#logistic-regression

BBBahati Brenda Kizitogodfident-data.hashnode.dev

Training a Model to Catch Fraud (And It Humbled Me) - Lessons from Building a Real Fraud Detection System

If you’ve ever built a machine learning project that worked beautifully on your laptop but humbled you in production… welcome to my life 😭 Today I’m sharing my journey building CreditWise AI — my credit card fraud detection project — and everything ...

Feb 185 min read

PKPrathmesh Kushwahaprathmeshkush.hashnode.dev

Regularization in Machine Learning: What I Learned by Implementing It From Scratch

Introduction: Why I decided to implement Regularization From Scratch After implementing Linear machine learning models. I learned about overfitting, bias-variance tradeoff, and regularization in theory. L1 and L2 penalties existed, and I could explai...

Feb 516 min read

NBNidhi Bhushanmlbynidhi.hashnode.dev

I Thought L1 = Lasso. Turns Out I Was Half Right

Introduction While working on an Employee Turnover Prediction project, I ran into a confusion that almost every Machine Learning beginner faces: Is L1 the same as Lasso?If yes, why did my classification model break when I applied Lasso?And why does ...

Feb 44 min read

AKAUNG KYAW SOEnovaz-edd.hashnode.dev

Logic Behind Logistic Regression

Logistic Regression: The Logic of "Yes or No" In Machine Learning, most people start with Linear Regression. It’s great for predicting numbers, like how much a house costs or how tall a tree will grow. But what if you don't need a number? What if you...

Feb 35 min read

AZAyomide Zaccheauspapizee.hashnode.dev

Learning Machine Learning the Right Way: From Raw Data to Business Decisions

As I continue my data science and machine learning learning journey, I’ve come to realize something important: building models is the easy part, understanding data and translating predictions into decisions is the real skill. Over the past few projec...

Feb 26 min read

MMMubashir Mustaphamubashirdataraflow.hashnode.dev

DataraFlow Week 16: Customer Churn Prediction Using Logistic Regression, Decision Trees, and Random Forest.

Decoding Data Science: A Step-by-Step Guide to Churn Prediction In today’s data-driven world, businesses aren't just reacting to what happens—they're predicting it. One of the most critical predictions a company can make is figuring out which custome...

Jan 315 min read

BBBahati Brenda Kizitogodfident-data.hashnode.dev

How I Learned Git LFS — When My Machine Learning Project Was “Too Big for GitHub” 😭

Introduction: The Day GitHub Said “That’s Too Much” So I recently wrapped up a Credit Card Fraud Detection project using Logistic Regression — and honestly? It felt amazing. The model worked ✅ The evaluation metrics made sense ✅ I understood the p...

Jan 306 min read

ASAl Salama School of Safety Studiesal-salama-school-of-safety-studies.hashnode.dev

Vehicle Safety in Logistics Operations: From Fleet to Driver

Logistics keeps the world moving, delivering goods from factories to doorsteps every day. But behind the smooth flow of trucks, vans, and delivery vehicles lies a critical need: safety. Accidents involving commercial fleets not only disrupt supply ch...

Jan 285 min read

SAShahid Afridimlblogss.hashnode.dev

Classification in Machine Learning Explained from Scratch with Code

Concept Overview What is Classification? Classification means assigning a label to data The output is a category, not a number Examples: Yes/No, Pass/Fail, Spam/Not Spam Why does Classification exist? Many real-world problems need decisions, no...

Jan 145 min read

YKYashika Kumaribinary-classification.hashnode.dev

The Logic of Two: How AI Predicts Success or Failure

Hit or Flop? A Simple Guide to How AI Makes Decisions What is Binary Classification? Before sinking millions into a film you want to know if it'll be a hit, when you're a movie studio executive. Well-known in the world of data science, binary classif...

Jan 84 min read

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#logistic-regression

Tag feed

#logistic-regression

Training a Model to Catch Fraud (And It Humbled Me) - Lessons from Building a Real Fraud Detection System

Regularization in Machine Learning: What I Learned by Implementing It From Scratch

I Thought L1 = Lasso. Turns Out I Was Half Right

Logic Behind Logistic Regression

Learning Machine Learning the Right Way: From Raw Data to Business Decisions

DataraFlow Week 16: Customer Churn Prediction Using Logistic Regression, Decision Trees, and Random Forest.

How I Learned Git LFS — When My Machine Learning Project Was “Too Big for GitHub” 😭

Vehicle Safety in Logistics Operations: From Fleet to Driver

Classification in Machine Learning Explained from Scratch with Code

The Logic of Two: How AI Predicts Success or Failure

#logistic-regression

Search Hashnode

#logistic-regression

Training a Model to Catch Fraud (And It Humbled Me) - Lessons from Building a Real Fraud Detection System

Regularization in Machine Learning: What I Learned by Implementing It From Scratch

I Thought L1 = Lasso. Turns Out I Was Half Right

Logic Behind Logistic Regression

Learning Machine Learning the Right Way: From Raw Data to Business Decisions

DataraFlow Week 16: Customer Churn Prediction Using Logistic Regression, Decision Trees, and Random Forest.

How I Learned Git LFS — When My Machine Learning Project Was “Too Big for GitHub” 😭

Vehicle Safety in Logistics Operations: From Fleet to Driver

Classification in Machine Learning Explained from Scratch with Code

The Logic of Two: How AI Predicts Success or Failure