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Data Literacy With Python. A Comprehensive Guide to Understanding and Analyzing Data with Python - Helion

Data Literacy With Python. A Comprehensive Guide to Understanding and Analyzing Data with Python
ebook
Autor: Mercury Learning and Information, Oswald Campesato
Tytuł oryginału: Data Literacy With Python. A Comprehensive Guide to Understanding and Analyzing Data with Python
ISBN: 9781836640080
stron: 271, Format: ebook
Data wydania: 2024-07-30
Księgarnia: Helion

Cena książki: 161,10 zł (poprzednio: 179,00 zł)
Oszczędzasz: 10% (-17,90 zł)

Dodaj do koszyka Data Literacy With Python. A Comprehensive Guide to Understanding and Analyzing Data with Python

This book ushers readers into the world of data, emphasizing its importance in modern industries and how its management leads to insightful decision-making. Using Python 3, the book introduces foundational data tasks and progresses to advanced model training concepts. Detailed, step-by-step Python examples help readers master training models, starting with the kNN algorithm and moving to other classifiers with minimal code adjustments. Tools like Sweetviz, Skimpy, Matplotlib, and Seaborn are introduced for hands-on chart and graph rendering.
The course begins with working with data, detecting outliers and anomalies, and cleaning datasets. It then introduces statistics and progresses to using Matplotlib and Seaborn for data visualization. Each chapter builds on the previous one, ensuring a comprehensive understanding of data management and analysis.
These concepts are crucial for making data-driven decisions. This book transitions readers from basic data handling to advanced model training, blending theoretical knowledge with practical skills. Companion files with source code and data sets enhance the learning experience, making this book an invaluable resource for mastering data science with Python.

Dodaj do koszyka Data Literacy With Python. A Comprehensive Guide to Understanding and Analyzing Data with Python

 

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Dodaj do koszyka Data Literacy With Python. A Comprehensive Guide to Understanding and Analyzing Data with Python

Spis treści

Data Literacy With Python. A Comprehensive Guide to Understanding and Analyzing Data with Python eBook -- spis treści

  • 1. Working with Data
  • 2. Outlier and Anomaly Detection
  • 3. Cleaning Datasets
  • 4. Introduction to Statistics
  • 5. Matplotlib and Seaborn

Dodaj do koszyka Data Literacy With Python. A Comprehensive Guide to Understanding and Analyzing Data with Python

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