Скачать с ютуб Linear Regression with Python | Sklearn Machine Learning Tutorial в хорошем качестве

Linear Regression with Python | Sklearn Machine Learning Tutorial

💻 For real-time updates on events, connections & resources, join our community on WhatsApp: https://jovian.com/whatsapp In this hands-on python tutorial, we will learn the fundamentals of machine learning and linear regression in the context of a problem, and generalize their definitions. You can experiment with the notebook used in the above video here 👉 https://jovian.ai/aakashns/python-skl... 🔗 Check out this playlist for the complete lecture series on Gradient Boosting Machines:    • Machine Learning with Python: Zero to...   🎯 Topics Covered • Preparing data for machine learning • Linear regression with multiple features • Generating predictions and evaluating models ❓ Ask questions on the Jovian Forum: https://jovian.ai/forum/t/lesson-1-li... scikit-learn/17900 ⌚ Time Stamps: 00:00 Course Overview 07:15 Introduction 09:31 Problem Statement 21:25 Downloading and exploring a dataset for machine learning 58:10 Linear regression using a single feature 1:27:31 Linear regression using scikit-learn 1:46:09 Linear Regression with multiple variables 1:55:31 Using categorical features machine learning 2:11:27 Model Improvements 2:29:10 Summary and Conclusion ⚡ Free Certification Course "Machine Learning with Python: Zero to GBMs(Gradient Boosting Machine)" is a practical and beginner-friendly introduction to supervised machine learning, decision trees, and gradient boosting using Python. You will solve 3 coding assignments & build a course project where you'll train ML models using a large real-world dataset. Enroll now: https://zerotogbms.com 🔗 Visit the linear regression lecture page here: https://jovian.ai/learn/machine-learn... 🎤 About the speaker Aakash N S is the co-founder and CEO of Jovian - a community learning platform for data science & ML. Previously, Aakash has worked as a software engineer (APIs & Data Platforms) at Twitter in Ireland & San Francisco and graduated from the Indian Institute of Technology, Bombay. He’s also an avid blogger, open-source contributor, and online educator. #GBM #sklearntutorial #LinearRegression #Certification #Course #Jovian - Learn Data Science the right way at https://www.jovian.ai Interact with a global community of like-minded learners https://jovian.ai/forum/ Get the latest news and updates on Machine Learning at   / jovianml   Connect with us professionally on   / jovianml   Follow us on Instagram at   / jovian.ml   Subscribe for new videos on Artificial Intelligence    / jovianml