Data Leakage in Machine Learning | Understanding Data Leakage with example in machine learning
Data Leakage in Machine Learning | Understanding Data Leakage with example in machine learning
#DataLeakageInMachineLearning #UnfoldDataScience
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My name is Aman and I am a Data Scientist.
About this video:
In this video I explain about Data Leakage in Machine Learning. I also help Understanding Data Leakage with example in machine learning, Below topics are covered in this video:
1. What is Data Leakage in Machine learning
2. Data Leakage example in machine learning
3. Data Leakage in Data Science
4. Data Leakage problem with example
5. Understanding Data Leakage with example
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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
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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
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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
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Clean Code by Robert C. Martin - https://amzn.to/3oYOdlt
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