Real-world examples from basic to advanced
This ebook is your go-to guide for mastering the most powerful Python libraries, offering practical examples that cover everything from basic to advanced levels. Whether you’re just starting or looking to refine your skills, you’ll find step-by-step examples designed for real-world applications.
You’ll dive deep into key Python libraries across a wide range of domains, including:
- Data Manipulation: Pandas, NumPy
- Data Visualization: Matplotlib, Seaborn, Plotly
- Machine Learning: Scikit-learn, TensorFlow, PyTorch
- Natural Language Processing (NLP): NLTK, spaCy
- Automation and Web Scraping: Selenium, BeautifulSoup, Scrapy
- Web Development: Django, Flask, FastAPI
- Scientific Computing: SciPy, SymPy, Statsmodels
- GUI Development: Tkinter, PyQt, Kivy
- Big Data and Batch Processing: Dask, PySpark, Vaex
- Testing and Code Quality: PyTest, unittest, Coverage.py
The fundamental premise of the book is to get straight to the point with practical examples (three levels: beginner, intermediate and advanced) that you can actually use in your daily life and also understand how to apply to solve real problems.
Bonus: three capstone projects.
Check out the ebook overview here!
Start exploring Python’s full potential and take your coding skills to the next level! Each example is crafted to be practical, actionable, and easy to implement, guiding you through the most powerful Python libraries.
For instance, one of the examples you’ll find in the ebook is how to create a Real-time Plot using Matplotlib, which demonstrates how to visualize data dynamically as it updates. But that’s just one of the many examples—there are more than 80 examples like this covering everything from data manipulation to machine learning, web scraping, and more, all tailored to help you apply Python to real-world challenges.
Don’t miss out—get started now and unlock the full potential of Python!
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