Python Fast Track: A Complete Guide to Rapidly Mastering and Applying Python Programming adopts a simplified writing style and provides clear explanations to ensure ease of understanding, making it an ideal resource for those new to Python. Starting with the basics, the book covers fundamental concepts such as variables, data types, printing and prompting, lists, dictionaries, tuples, control structure, functions, and object-oriented concepts. The book includes everything you need to understand and apply more advanced programming techniques such as file handling, exception handling, and regex.
This great resource is created especially for those who want to apply Python for their research and professional work in scientific computing, data analysis and machine learning, including chapters on NumPy and Pandas, two of the most popular Python application libraries. It demonstrates how to effectively master key applications of Python such as web development, software creation, task automation, and data analysis. The book covers data analysis and machine learning tasks that greatly benefit from Python, thanks to libraries such as TensorFlow and Keras that enable efficient coding.
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1. Breaking down a python program. Keywords, variables, identifiers, comments, escape sequences
2. Data types in Python
3. Printing and Prompting how to print, how to prompt and take user input
4. Lists/Dictionaries/tuples
5. Control structures
6. Functions
7. OOPS in python
8. Files
9. Exception handling
10. Regex matching
11. Numpy
12. Pandas
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A comprehensive guide for beginners and non-programmers who want to learn how to use Python and develop practical coding skills
Explains the core concepts of Python programming in a simplified way that is suitable for people who have little or no programming experience
Incorporates a wide range of simple, step-by-step examples and illustrations to highlight fundamental concepts so readers can learn easily
Provides practice exercises designed to expedite the learning process and provide hands-on application experience
Offers a wide range of functionality, from basic processes to complex operations, including chapters on Pandas and NumPy, two of the most popular Python libraries for data analysis
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Produktdetaljer
ISBN
9780443338236
Publisert
2025-06-27
Utgiver
Vendor
Morgan Kaufmann Publishers In
Høyde
235 mm
Bredde
191 mm
Aldersnivå
P, 06
Språk
Product language
Engelsk
Format
Product format
Heftet
Antall sider
250
Forfatter