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Applied Machine Learning Fundamentals
Applied Machine Learning Fundamentals
1. Guide to READ this BOOK
2. Python Fundamentals
2.1. Python Introduction
2.2. Python Syntax
2.3. Python Comments
2.4. Python Variables
2.5. Python Data Types
2.6. Python Numbers
2.7. Python Strings
2.7.1. Python Strings
2.7.2. Python String Methods
3. Data Science Tips and Tricks
3.1. Numpy take() Method
3.2. Pandas DataFrame diff() Method
3.3. Python Dictioanry get() Method
3.4. Python getattr() Function
4. Exploratory Data Analysis
4.1. Plotting for Exploratory data analysis (EDA)
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Data Science Tips and Tricks
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Data Science Tips and Tricks
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