Python Programming Using Problem-Solving
- 5h 36m
- Harsh Bhasin
- Mercury Learning
- 2023
Python is a robust, procedural, object-oriented, and functional language. The features of the language make it valuable for web development, game development, business, and scientific programming. This book deals with problem-solving and programming in Python. It concentrates on the development of efficient algorithms, the syntax of the language, and the ability to design programs in order to solve problems. In addition to standard Python topics, the book has extensive coverage of NumPy, data visualization, and Matplotlib. Numerous types of exercises, including theoretical, programming, and multiple-choice, reinforce the concepts covered in each chapter.
Features
- Concentrates on the development of efficient algorithms, the syntax of the language, and theability to design programs in order to solve problems
- Features both standard Python topics and also extensive coverage of NumPy, data visualization, and Matplotlib problem-solving techniques
About the Author
Harsh Bhasin, PhD is a machine learning consultant who has taught numerous university level courses and has written several books in the area of computer science, including Programming in C# and also Design and Analysis of Algorithms (both Oxford University Press).
In this Book
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Algorithmic Problem-Solving
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Introduction to Python
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Fundamentals
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Conditional Statements
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Looping
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Functions
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File Handling
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Lists, Tuple, and Dictionary
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Iterations, Generators, and Comprehensions
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Strings
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Introduction to Object-Oriented Paradigm
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Classes and Objects
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Inheritance
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Operator Overloading
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Exception Handling
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Numpy–I
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Numpy–II
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Data Visualization-I
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Data Visualization-II
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Pandas–I
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Pandas–II
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References
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Web Resources
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