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Euclidean Manhattan and Cosine Distance Euclidean distance vs Cosine similarity
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Euclidean Manhattan and Cosine Distance | Euclidean distance vs Cosine similarity • #EuclideanVsCosineSimilarity #UnfodDataScience • Hello , • My name is Aman and I am a Data Scientist. • About this video: • In this video, I explain concepts of various distance metrics in Data Science. I explain what is Euclidean distance and what is Manhattan distance. I also explain cosine similarity with example. Below topics are discussed in this video: • 1.euclidean distance vs manhattan distance vs minkowski distance • 2.euclidean vs manhattan distance for clustering • 3.advantages of manhattan distance • 4.knn manhattan distance • 5.hamming distance vs euclidean distance • 6.bray curtis vs euclidean distance • 7.properties of manhattan distance • 8.tf manhattan distance • • 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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