Logistic Regression | Easy Machine Learning Tutorial

AnuTech-CH · Beginner ·📐 ML Fundamentals ·10mo ago

Skills: Supervised Learning61%

About this lesson

Logistic Regression | Easy Machine Learning Tutorial In this video, we cover what is Logistic Regression, how it works, its type, application, etc. We also build a Logistic Regression model in Python using sklearn and visualize our results. This video is perfect for beginners who are learning Machine Learning Tutorials! TimeStamps: 00:00:00 - Introduction 00:00:13 - Logistic Regression? 00:01:15 - Logistic Regression Equation 00:01:35 - Sigmoid Curve 00:02:43 - Python code for logistic regression 00:10:51- Types of logistic regression 00:11:05 - Binary logistic regression 00:11:24 - Multinomial logistic regression 00:11:42 - Ordinal logistic regression 00:12:09 - Advantages 00:12:19 - Disadvantages 00:12:51 - Conclusion 👍 Like, Share, and Subscribe for more videos on: Python | SQL | Artificial Intelligence | Generative AI | Machine Learning 🔔 Hit the bell icon to stay updated with our upcoming videos! 🔴 Subscribe to our channel to get video updates. Hit the subscribe button above: https://goo.gl/6ohpTV Do not miss: Machine Learning- https://youtube.com/playlist?list=PLQtyrrKdUiv3x1vNumlRJlxI1EyqEXbRA&si=_zEDO3fPNxIcU11B Python Tutorials - https://youtube.com/playlist?list=PLQtyrrKdUiv2p1IEmuXRZu4F2P87mt4as&si=rmuRuSDzf6YpsTKf Generative AI (GenAI) - https://youtube.com/playlist?list=PLQtyrrKdUiv2Xd4Dp_N4gJAy_hP8Mpy4N&si=GYNXt6e_2ckwWXSq SQL - https://youtube.com/playlist?list=PLQtyrrKdUiv2p1IEmuXRZu4F2P87mt4as&si=OiDkstzQRAuX5WDo #polynomial regression #sklearn #beginners #tutorial #supervisedlearning #machinelearning

Original Description

Logistic Regression | Easy Machine Learning Tutorial In this video, we cover what is Logistic Regression, how it works, its type, application, etc. We also build a Logistic Regression model in Python using sklearn and visualize our results. This video is perfect for beginners who are learning Machine Learning Tutorials! TimeStamps: 00:00:00 - Introduction 00:00:13 - Logistic Regression? 00:01:15 - Logistic Regression Equation 00:01:35 - Sigmoid Curve 00:02:43 - Python code for logistic regression 00:10:51- Types of logistic regression 00:11:05 - Binary logistic regression 00:11:24 - Multinomial logistic regression 00:11:42 - Ordinal logistic regression 00:12:09 - Advantages 00:12:19 - Disadvantages 00:12:51 - Conclusion 👍 Like, Share, and Subscribe for more videos on: Python | SQL | Artificial Intelligence | Generative AI | Machine Learning 🔔 Hit the bell icon to stay updated with our upcoming videos! 🔴 Subscribe to our channel to get video updates. Hit the subscribe button above: https://goo.gl/6ohpTV Do not miss: Machine Learning- https://youtube.com/playlist?list=PLQtyrrKdUiv3x1vNumlRJlxI1EyqEXbRA&si=_zEDO3fPNxIcU11B Python Tutorials - https://youtube.com/playlist?list=PLQtyrrKdUiv2p1IEmuXRZu4F2P87mt4as&si=rmuRuSDzf6YpsTKf Generative AI (GenAI) - https://youtube.com/playlist?list=PLQtyrrKdUiv2Xd4Dp_N4gJAy_hP8Mpy4N&si=GYNXt6e_2ckwWXSq SQL - https://youtube.com/playlist?list=PLQtyrrKdUiv2p1IEmuXRZu4F2P87mt4as&si=OiDkstzQRAuX5WDo #polynomial regression #sklearn #beginners #tutorial #supervisedlearning #machinelearning

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Chapters (11)

Introduction

0:13 Logistic Regression?

1:15 Logistic Regression Equation

1:35 Sigmoid Curve

2:43 Python code for logistic regression

11:05 Binary logistic regression

11:24 Multinomial logistic regression

11:42 Ordinal logistic regression

12:09 Advantages

12:19 Disadvantages

12:51 Conclusion

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