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Hands-On Data Analysis with Pandas: Efficiently perform data collection, wrangling, analysis, and visualization using Python
86% of respondents would recommend this to a friend
PKR 21507
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Hands-On Data Analysis with Pandas: Efficiently perform data collection, wrangling, analysis, and visualization using Python
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Product Details
- Perform efficient data analysis and manipulation tasks using pandas
- Apply pandas to different real-world domains using step-by-step demonstrations
- Learn how to analyze your data, get started with machine learning, and work effectively with Python libraries
- Use pandas to reshape, clean, and aggregate your data
- Conduct exploratory data analysis by calculating summary statistics and visualizing the data
- Explore applications of anomaly detection, regression, clustering, and classification using scikit-learn
| Publisher | Packt Publishing |
| Publication date | July 26, 2019 |
| Language | English |
| Print length | 740 pages |
| ISBN-10 | 1789615321 |
| ISBN-13 | 978-1789615326 |
| Item Weight | 2.67 pounds (1.21 kg) |
| Dimensions | 7.5 x 1.67 x 9.25 inches (19.1 x 4.2 x 23.5 cm) |
Who Should Buy?
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Data Analysts
Ideal for data analysts seeking efficient methods for data wrangling and visualization using Pandas in Python.
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Students
Perfect for students learning data science, as it offers hands-on experience with real-world datasets using Pandas.
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Data Scientists
Great resource for data scientists wanting to enhance their data analysis skills with practical examples in Python.
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Beginners in Programming
Not suitable for programming novices, as prior knowledge of Python is beneficial for comprehending the material.
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Data Mining Editorial Review
Hands-On Data Analysis with Pandas is an amazing resource for anyone interested in building a foundation in Data Science. The book provides thorough coverage of a broad range of topics in the data science space and does an excellent job of guiding readers through the fundamentals. The author pays great attention to detail, with clear explanations, good examples, and high-quality code. The book is simple and relatable, making it accessible for those new to Pandas and data analysis in Python. It also serves as a strong refresher for experienced users. The accompanying notebooks are a great bonus. Overall, this book is a solid choice for anyone looking to sharpen their pandas and data analysis skills.
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Pros
- Thorough coverage of a broad range of topics in data science
- Clear explanations and relatable examples
- High-quality code
- Simple and accessible for beginners
- Great refresher for experienced users
- Accompanying notebooks are helpful
Product Price History
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PKR 21507
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Features & Benefits
- Learn how to effectively perform data analysis and manipulation tasks using pandas
- Apply pandas to various real-world domains with step-by-step demonstrations
- Understand how to use pandas as a data exploration tool
- Gain skills in data wrangling, cleaning, and aggregation
- Learn to visualize data and find patterns using pandas and other Python libraries
- Apply machine learning algorithms for predictions based on past data
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