How Decision Tree Split Nodes in Classification and Regression [Explained]
319 بار بازدید -
11 ماه پیش
-
Full Playlist Link -
Full Playlist Link - https://bit.ly/47Qzroc
In this insightful video, we delve deep into the mathematics behind decision trees in both classification and regression tasks. 🌳 We'll unravel the secrets of node splitting using entropy and information gain for classification, and variance reduction for regression. 📈📉
🔍 Get ready to demystify decision trees and gain a solid understanding of the fundamental concepts that drive their decision-making process. Whether you're a beginner or looking to strengthen your data science skills, this video will provide you with valuable insights.
🧮 We'll break down complex mathematical concepts into simple, easy-to-follow explanations, with real-world examples to illustrate how decision trees work. By the end of this video, you'll have a clear grasp of the math behind decision tree algorithms.
Don't miss out on this educational journey! Hit that subscribe button, give us a thumbs up if you find this video helpful, and share it with fellow learners. Let's dive in and uncover the math behind decision trees! 🚀
🚀 Follow me on Medium for the latest blogs and projects - https://bit.ly/3JGXqwc
🗂️ To get the Source Code, Follow me on GitHub - https://bit.ly/3gg07Uc
🔖 Book your call with me at topmate.io and learn how to harness the latest technologies power and speed up your learning process.
📲 Book your call at - https://bit.ly/43TLDCD
🤖 Playlists that make you skilled up -
📍 Machine Learning with Explainable AI - https://bit.ly/47Qzroc
📍 Prompt Engineering - https://bit.ly/42v376M
📍 Finacial Data Analysis and Financial Modelling - https://bit.ly/3OCWI5O
📍 Artificial Intelligence Projects - https://bit.ly/3L8lhEi
📍 Predict IPL 2023 Winner - https://bit.ly/3BfC3N9
📍 Machine Learning - https://bit.ly/3gsuIxb
📍 Face Recognition - https://bit.ly/2YphpHm
📍 Creative Python - https://bit.ly/34nM9wr
📍 Latest Tech Videos - https://bit.ly/2QcaOeW
📱Follow US on Social Media -
- Telegram: https://bit.ly/3JJblSC
- Youtube: https://bit.ly/38gLfTo
- Instagram: http://bit.ly/2N1IMP9
- Twitter: https://bit.ly/40vYMjl
⚡️ Do Like, Comment, Share, and Subscribe to our YouTube Channel for more Videos and Projects.
Krish Naik machine learning,
Krish Naik's deep learning,
Krish naik random forest,
Krish Naik Python tutorial,
Krish Naik decision tree,
Krish Naik data science,
Krish Naik XGboost,
Krish Naik Cheatsheets,
machine learning full course,
machine learning tutorial,
machine learning interview questions,
machine learning projects in Python,
data science for beginners,
data science project,
data science full course,
data science interview questions,
data science interview,
machine learning interview questions,
decision tree interview questions,
Python interview questions,
interview questions,
leetcode questions,
interview preparation for FAANG,
FAANG Interview questions,
Google data science Interview questions,
Amazon data scientist interview,
Meta Facebook data scientist interview questions,
In this insightful video, we delve deep into the mathematics behind decision trees in both classification and regression tasks. 🌳 We'll unravel the secrets of node splitting using entropy and information gain for classification, and variance reduction for regression. 📈📉
🔍 Get ready to demystify decision trees and gain a solid understanding of the fundamental concepts that drive their decision-making process. Whether you're a beginner or looking to strengthen your data science skills, this video will provide you with valuable insights.
🧮 We'll break down complex mathematical concepts into simple, easy-to-follow explanations, with real-world examples to illustrate how decision trees work. By the end of this video, you'll have a clear grasp of the math behind decision tree algorithms.
Don't miss out on this educational journey! Hit that subscribe button, give us a thumbs up if you find this video helpful, and share it with fellow learners. Let's dive in and uncover the math behind decision trees! 🚀
🚀 Follow me on Medium for the latest blogs and projects - https://bit.ly/3JGXqwc
🗂️ To get the Source Code, Follow me on GitHub - https://bit.ly/3gg07Uc
🔖 Book your call with me at topmate.io and learn how to harness the latest technologies power and speed up your learning process.
📲 Book your call at - https://bit.ly/43TLDCD
🤖 Playlists that make you skilled up -
📍 Machine Learning with Explainable AI - https://bit.ly/47Qzroc
📍 Prompt Engineering - https://bit.ly/42v376M
📍 Finacial Data Analysis and Financial Modelling - https://bit.ly/3OCWI5O
📍 Artificial Intelligence Projects - https://bit.ly/3L8lhEi
📍 Predict IPL 2023 Winner - https://bit.ly/3BfC3N9
📍 Machine Learning - https://bit.ly/3gsuIxb
📍 Face Recognition - https://bit.ly/2YphpHm
📍 Creative Python - https://bit.ly/34nM9wr
📍 Latest Tech Videos - https://bit.ly/2QcaOeW
📱Follow US on Social Media -
- Telegram: https://bit.ly/3JJblSC
- Youtube: https://bit.ly/38gLfTo
- Instagram: http://bit.ly/2N1IMP9
- Twitter: https://bit.ly/40vYMjl
⚡️ Do Like, Comment, Share, and Subscribe to our YouTube Channel for more Videos and Projects.
Krish Naik machine learning,
Krish Naik's deep learning,
Krish naik random forest,
Krish Naik Python tutorial,
Krish Naik decision tree,
Krish Naik data science,
Krish Naik XGboost,
Krish Naik Cheatsheets,
machine learning full course,
machine learning tutorial,
machine learning interview questions,
machine learning projects in Python,
data science for beginners,
data science project,
data science full course,
data science interview questions,
data science interview,
machine learning interview questions,
decision tree interview questions,
Python interview questions,
interview questions,
leetcode questions,
interview preparation for FAANG,
FAANG Interview questions,
Google data science Interview questions,
Amazon data scientist interview,
Meta Facebook data scientist interview questions,
11 ماه پیش
در تاریخ 1402/07/06 منتشر شده
است.
319
بـار بازدید شده