Optimum - Python Power - Series III - Unleashing the Potential of Data Science with Libraries

von Shree Shambav

756 Seiten, Taschenbuch

Kurzbeschreibung des Verlags

In the ever-evolving field of data science, Python libraries are indispensable tools, offering robust capabilities to streamline complex processes and solve real-world challenges. Whether you're diving into data manipulation, performing statistical analysis, exploring machine learning, or crafting insightful visualizations, these libraries are the backbone of modern data science workflows.What's InsideFoundations of Data Science: Start your journey with the core principles, building a strong base using the Python Standard Library to kickstart your data-driven projects.Numerical Computing with NumPy: Gain efficiency in handling arrays, executing mathematical operations, and solving linear algebra problems seamlessly.Data Manipulation with Pandas: Master the art of managing structured data, cleaning and preprocessing datasets, and conducting exploratory data analysis to uncover hidden insights.Data Visualization with Matplotlib and Seaborn: Learn to create compelling plots, charts, and graphs that effectively communicate your data-driven findings.Scientific Computing with SciPy: Explore a comprehensive toolkit for scientific and mathematical computations, enabling more in-depth analysis.Machine Learning with Scikit-learn: Step into the realm of predictive modelling and machine learning, applying cutting-edge techniques to real-world data.This book is tailored to help you think critically and solve real-world data challenges, making it an invaluable resource on your journey to becoming a proficient data scientist.

• Themen: Informatik und Informationstechnologie Datenbanken / Datenmanagement
• ISBN: 9789334275735
• Sprache: Englisch
• Erscheinungsdatum: 02.05.2025
• Größe: 254 x 203 mm
• Verlag: White Falcon Publishing