Logistics Regression Algorithm | Machine Learning Algorithm | Model

Опубликовано: 21 Октябрь 2024
на канале: The Don Hub

139

Welcome to Don Hub! 🚀
In this video, we embark on an exhilarating journey into the realm of machine learning, exploring the powerful techniques of supervised learning algorithms.

From predicting housing prices to classifying spam emails, supervised learning forms the backbone of countless real-world applications. Join us as we demystify these algorithms and learn how to implement them step by step.

🔍 What's Covered:
📈 Regression Analysis: Understand the relationship between variables and make predictions.
🎯 Classification Algorithms: Categorize data into groups or classes.
📊 Evaluation Metrics: Measure the performance of our models.

🔍 Chapters:
0:00 - Introduction
1:15 - Import Libraries
2:20 - Load Dataset
4:00 - Split Data
8:00 - Feature Scaling
10:00 - Model Training
11:12 - Model Predictions
12:00 - Model Evaluation
19:00 - Model Saving
20:25 - Recap

💻 Implementation Time:
We dive into coding and implement Logistic Regression using Python and scikit-learn library. Follow along as we load the dataset, train the model, make predictions, and evaluate its performance.

🔔 Stay Tuned:
Don't forget to subscribe and hit the notification bell to stay updated with our latest videos on mastering machine learning.

📝 Resources:
Dataset: https://archive.ics.uci.edu/dataset/5...
Code snippets: https://github.com/niigyanchristian/M...

Let's unlock the power of machine learning together! 💡✨

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