Python Scikit For Beginners And Python Variables Simplified - 2 Books In 1
"Python Scikit for Beginners: A Step-by-Step Guide to Data Science Mastery" Unlock the incredible power of da
116 104 266KB
English Pages 333 Year 2024
Table of contents :
**Chapter 1: Introduction to Python Scikit**
**Chapter 2: Setting Up Your Data Science Environment**
**Chapter 3: Exploring Data with Python Scikit**
**Chapter 4: Data Preprocessing and Cleaning**
**Chapter 5: Data Visualization with Python Scikit**
**Chapter 6: Machine Learning Basics**
**Chapter 7: Supervised Learning with Python Scikit**
**Chapter 8: Unsupervised Learning with Python Scikit**
**Chapter 9: Model Evaluation and Selection**
**Chapter 10: Feature Engineering and Selection**
**Chapter 11: Deep Learning with Python Scikit**
**Chapter 12: Natural Language Processing**
**Chapter 13: Time Series Analysis**
**Chapter 14: Advanced Topics in Data Science**
**Chapter 15: Conclusion and Next Steps**
PYTHON VARIABLES
**Chapter 1: Introduction to Python Variables**
**Chapter 2: Data Types and Variables in Python**
**Chapter 3: Declaring Variables in Python**
**Chapter 4: Variable Assignment and Reassignment in Python**
**Chapter 5: Naming Conventions and Best Practices in Python**
**Chapter 6: Working with Numeric Variables in Python**
**Chapter 7: Manipulating Text with String Variables in Python**
**Chapter 8: Understanding Boolean Variables in Python**
**Chapter 9: Lists and Variables in Python**
**Chapter 10: Tuples and Variables in Python**
**Chapter 11: Dictionaries and Variables in Python**
**Chapter 12: Sets and Variables in Python**
**Chapter 13: Variables in Control Structures in Python**
**Chapter 14: Variable Scope and Lifetime in Python**
**Chapter 15: Practical Examples and Exercises in Python**
**Chapter 1: Introduction to Python Scikit**
**Chapter 2: Setting Up Your Data Science Environment**
**Chapter 3: Exploring Data with Python Scikit**
**Chapter 4: Data Preprocessing and Cleaning**
**Chapter 5: Data Visualization with Python Scikit**
**Chapter 6: Machine Learning Basics**
**Chapter 7: Supervised Learning with Python Scikit**
**Chapter 8: Unsupervised Learning with Python Scikit**
**Chapter 9: Model Evaluation and Selection**
**Chapter 10: Feature Engineering and Selection**
**Chapter 11: Deep Learning with Python Scikit**
**Chapter 12: Natural Language Processing**
**Chapter 13: Time Series Analysis**
**Chapter 14: Advanced Topics in Data Science**
**Chapter 15: Conclusion and Next Steps**
PYTHON VARIABLES
**Chapter 1: Introduction to Python Variables**
**Chapter 2: Data Types and Variables in Python**
**Chapter 3: Declaring Variables in Python**
**Chapter 4: Variable Assignment and Reassignment in Python**
**Chapter 5: Naming Conventions and Best Practices in Python**
**Chapter 6: Working with Numeric Variables in Python**
**Chapter 7: Manipulating Text with String Variables in Python**
**Chapter 8: Understanding Boolean Variables in Python**
**Chapter 9: Lists and Variables in Python**
**Chapter 10: Tuples and Variables in Python**
**Chapter 11: Dictionaries and Variables in Python**
**Chapter 12: Sets and Variables in Python**
**Chapter 13: Variables in Control Structures in Python**
**Chapter 14: Variable Scope and Lifetime in Python**
**Chapter 15: Practical Examples and Exercises in Python**
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