Python Unleashed: Mastering Data Analysis and Machine LearningКНИГИ » ПРОГРАММИНГ
Название: Python Unleashed: Mastering Data Analysis and Machine Learning Автор: ByteNovus Издательство: ByteNovus Год: September 23, 2024 Страниц: 185 Язык: английский Формат: pdf Размер: 10.1 MB
Python Unleashed: Mastering Data Analysis and Machine Learning is an in-depth guide tailored for data scientists, engineers, and Python enthusiasts looking to expand their expertise in data analysis and Machine Learning. This comprehensive resource covers essential libraries like NumPy, Pandas, Matplotlib, and Scikit-Learn while also delving into advanced Machine Learning topics such as neural networks, Deep Learning with TensorFlow, and natural language processing (NLP). With practical examples and hands-on projects, this book empowers readers to build robust models and perform data analysis efficiently. Whether you're dealing with time-series data, image processing, or statistical visualizations, Python Unleashed provides the tools needed to succeed in the data-driven world.
NumPy complements Pandas by providing support for numerical operations and high-performance array processing. It introduces the ndarray, a powerful n-dimensional array object that allows for efficient storage and manipulation of large datasets. NumPy’s array-oriented computing capabilities enable users to perform mathematical operations on entire datasets without the need for explicit loops, thereby enhancing performance and readability of the code. Understanding NumPy's functionalities is crucial for anyone looking to perform advanced data analysis in Python.
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Python Unleashed: Mastering Data Analysis and Machine Learning 
