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Python code for regularization L1 L2 lasso and ridge regression in python
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http://youtube.com/watch?v=21TgKhy1GY4
Python code for regularization L1 L2 | lasso and ridge regression in python • #UnfoldDataScience #LassoRidgeInPython • Hello , • My name is Aman and I am a Data Scientist. • About this video: • In this video, I demonstrate about L1 and L2 regularization implementation in python. I explain how Lasso and Ridge regression can be applied in python. I show step by step process of implementing Lasso and Ridge regression in python. Below topics are explained well in this video: • 1. How to apply regularization in python • 2. How to run lasso and ridge regression in python • 3. L1 and L2 regression in python • 4. How to regularize model in python • 5. Regularization of model in python • About Unfold Data science: This channel is to help people understand basics of data science through simple examples in easy way. Anybody without having prior knowledge of computer programming or statistics or machine learning and artificial intelligence can get an understanding of data science at high level through this channel. The videos uploaded will not be very technical in nature and hence it can be easily grasped by viewers from different background as well. • If you need Data Science training from scratch . Please fill this form (Please Note: Training is chargeable) • https://docs.google.com/forms/d/1Acua... • Book recommendation for Data Science: • Category 1 - Must Read For Every Data Scientist: • The Elements of Statistical Learning by Trevor Hastie - https://amzn.to/37wMo9H • Python Data Science Handbook - https://amzn.to/31UCScm • Business Statistics By Ken Black - https://amzn.to/2LObAA5 • Hands-On Machine Learning with Scikit Learn, Keras, and TensorFlow by Aurelien Geron - https://amzn.to/3gV8sO9 • • Ctaegory 2 - Overall Data Science: • The Art of Data Science By Roger D. Peng - https://amzn.to/2KD75aD • Predictive Analytics By By Eric Siegel - https://amzn.to/3nsQftV • Data Science for Business By Foster Provost - https://amzn.to/3ajN8QZ • • Category 3 - Statistics and Mathematics: • Naked Statistics By Charles Wheelan - https://amzn.to/3gXLdmp • Practical Statistics for Data Scientist By Peter Bruce - https://amzn.to/37wL9Y5 • • Category 4 - Machine Learning: • Introduction to machine learning by Andreas C Muller - https://amzn.to/3oZ3X7T • The Hundred Page Machine Learning Book by Andriy Burkov - https://amzn.to/3pdqCxJ • • Category 5 - Programming: • The Pragmatic Programmer by David Thomas - https://amzn.to/2WqWXVj • Clean Code by Robert C. Martin - https://amzn.to/3oYOdlt • My Studio Setup: • My Camera : https://amzn.to/3mwXI9I • My Mic : https://amzn.to/34phfD0 • My Tripod : https://amzn.to/3r4HeJA • My Ring Light : https://amzn.to/3gZz00F • Join Facebook group : • https://www.facebook.com/groups/41022... • Follow on medium : / amanrai77 • Follow on quora: https://www.quora.com/profile/Aman-Ku... • Follow on twitter : @unfoldds • Get connected on LinkedIn : / aman-kumar-b4881440 • Follow on Instagram : unfolddatascience • Watch Introduction to Data Science full playlist here : • Data Science In 15 Minutes | Data Sci... • Watch python for data science playlist here: • • Python Basics For Data Science(Dataty... • Watch statistics and mathematics playlist here : • • Measures of Central Tendency|Statisti... • Watch End to End Implementation of a simple machine learning model in Python here: • • How Does Machine Learn|How Machine Le... • Learn Ensemble Model, Bagging and Boosting here: • • Introduction to Ensemble learning|Wha... • Build Career in Data Science Playlist: • • Channel updates - Unfold Data Science... • Artificial Neural Network and Deep Learning Playlist: • • Intuition behind neural networks|Neur... • Natural langugae Processing playlist: • • Natural Language Processing - What a... • Understanding and building recommendation system: • • Recommendation System Machine Learnin... • Access all my codes here: • https://drive.google.com/drive/folder... • Have a different question for me? Ask me here : https://docs.google.com/forms/d/1ccgl... • My Music: https://www.bensound.com/royalty-free...
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