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Linear Regression with Python Sklearn Machine Learning Tutorial
>> YOUR LINK HERE: ___ http://youtube.com/watch?v=CVszSgTWODE
💻 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
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