06. Decision Tree in Scikit-learn | Machine Learning With Scikit-Learn | Sklearn | Codersarts скачать в хорошем качестве

06. Decision Tree in Scikit-learn | Machine Learning With Scikit-Learn | Sklearn | Codersarts

#scikitlearn #sklearn #machinelearning #python #codersarts #ml #python #datascience #mltutorial #dataanalysis #decisiontree In this video we discuss the decision tree and how it is implemented using the Scikit-learn library. We also see how a decision tree is formed using Entropy and Information Gain and plot a confusion matrix. Timestamps for Important Topics: 00:00:00 Getting started 00:00:47 Decision Tree Introduction 00:02:54 Types of Decision Trees 00:06:04 ID3 Algorithm (Calculating Entropy and Information Gain) 00:15:47 Decision Tree Official Documentation 00:16:31 Decision Tree - Code 00:27:35 Advantages and Disadvantages Take your machine learning skills to the next level with the help of CodersArts. Our experts will guide you through the process of understanding and implementing decision trees using the Scikit-learn library. From building the tree to evaluating its performance, our team will provide you with the support and assistance you need to master this powerful technique. Get hands-on experience and excel in your coursework with our help. Machine Learning Assignment Help Service =================================== Machine Learning : https://www.codersarts.com/machine-le... Deep Learning : https://www.codersarts.com/deep-learn... NLP: https://www.codersarts.com/nlp-assign... Data Visualization : https://www.codersarts.com/data-visua... Computer Vision : https://www.codersarts.com/computer-v... Face Recognition : https://www.codersarts.com/face-recog... Python: https://www.codersarts.com/python-ass... Big Data Assignment Help : https://www.codersarts.com/big-data-a... Django : https://www.codersarts.com/django-ass... Data Science & ML Tutorial : ======================= Python for Data Science and Machine learning :    • Introduction To Python - 01 | Machine Lear...   Pandas Tutorial In Python :    • Pandas Course Overview - 01 | Pandas Tutor...   Scikit-Learn Tutorial :    • 01. Introduction to Scikit-learn | Machine...   Deep Learning Tutorial:    • Deep Learning Tutorial   Matplotlib Tutorial :    • Introduction - 01 | Matplotlib Tutorial   OOPs Concepts in Python :    • OOPs Concepts in Python   PySpark Tutorial:    • PySpark Tutorial   Regression analysis Full Course:    • Regression analysis Full Course   Machine Learning, Deep Learning Project Series : ======================================== Credit Risk Prediction :    • Credit Risk Prediction Project | Problem S...   Bike Demand Analysis :    • Bike Demand Analysis in Python | Problem S...   Wine Quality Prediction :    • Wine Quality Prediction In Python | Proble...   Heart Attack Risk Prediction :    • Heart Attack Risk Prediction In Python | P...   Bank Customer Exit Prediction Deep Learning :    • Bank Customers Exit Prediction In Python |...   Cat Dog Classification Using CNN :    • Cat Dog classification using CNN | Problem...   Brain Tumor Detection :    • Brain Tumor Detection Using Deep Learning ...   Project ideas and Work Samples: =========================== Machine Learning Assignment Solution:    • Machine Learning Assignment  | Code Walkth...   Machine Learning Project Samples:    • Machine Learning Project, Assignment, Cour...   Follow us on our Social Media Handles : ================================= Main Website: https://www.codersarts.com/ Codersarts Training: https://www.training.codersarts.com/ Instagram: https://www.instagram.com/codersarts/... Facebook:   / codersarts2017   YouTube:    / @codersarts   LinkedIn:   / codersarts   Medium:   / codersarts   Github: https://github.com/CodersArts Codersarts blog: https://www.codersarts.com/blog Codersarts Forum: https://www.codersarts.com/forum Hire Machine Learning Mentor https://www.codersarts.com/mentors/hi... Codersarts Training https://www.training.codersarts.com/ Important links: ============= How we work: https://www.codersarts.com/how-we-work Contact us or Get help now: https://www.codersarts.com/contact Book 1-on-1 Session With Expert: https://www.codersarts.com/book-online