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Mastering Python for data science: Explore the world of data science through Python and learn how to make sense of data

"Mastering Python for Data Science" by Samir Madhavan is a comprehensive guide to using Python for data science. The book covers various topics related to data science such as data analysis, data visualization, machine learning, and natural language processing.

The book starts with an introduction to Python and its libraries, followed by an overview of data science and its lifecycle. The author then covers data analysis techniques using NumPy, Pandas, and Matplotlib libraries. The book also covers techniques for data visualization and data preparation.

The latter part of the book delves into machine learning algorithms and their implementation using Python libraries such as Scikit-learn. The author covers various algorithms such as linear regression, logistic regression, decision trees, and clustering.

Finally, the book covers natural language processing techniques such as sentiment analysis and text classification using NLTK, a popular Python library for natural language processing.

Overall, "Mastering Python for Data Science" is a great resource for anyone who is interested in learning how to use Python for data science. The book provides a solid foundation in Python and its libraries, and covers various techniques for data analysis, visualization, and machine learning.

Call no. : 005.133 M181

Từ khóa: Computer programming, Python

14 p ovanketv4 09/05/2023 306 2

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