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Can I read Hands-on Data Analysis and Visualization with Pandas 1 1 on EtoBox?
Hands-on Data Analysis and Visualization with Pandas 1 1 by PURNA CHANDER RAO. KATHULA is a nonfiction available to read on EtoBox.
What is Hands-on Data Analysis and Visualization with Pandas 1 1 about?
<p>Learn how to use JupyterLab, Numpy, pandas, Scipy, Matplotlib, and Seaborn for Data scienceThe book will start with quick introductions to Python and its ecosystem libraries for data science such as JupyterLab, Numpy, Pandas, SciPy, Matplotlib, and Seaborn.This book will help in learning python data structures and essential concepts such as Functions, Lambdas, List comprehensions, Datetime objects, etc. required for data engineering. It also covers an in-depth understanding of Python data science packages where JupyterLab used as an IDE for writing, documenting, and executing the python code, Numpy used for computation of numerical operations, Pandas for cleaning and reorganizing the data, handling large datasets and merging the dataframes to get meaningful insights. You will go through the statistics to understand the relation between the variables using SciPy and building visualization charts using Matplotllib and Seaborn libraries.KEY FEATURES • Get familiar with different inbuilt Data structures, Functional programming, and Datetime objects.• Handling heavy Datasets to optimize the data types for memory management, reading files in chunks, dask, and modin pandas.• Time-serie
Who reads Hands-on Data Analysis and Visualization with Pandas 1 1?
It is typically read by self-directed learners exploring a subject in depth.
Common subject areas: history, science, philosophy, social sciences.
- Author
- PURNA CHANDER RAO. KATHULA
- Publisher
- BPB Publications
- Published
- 2020
- Language
- EN
- ISBN
- 9789389845648
- Category
- nonfiction
- Subjects
- Science, Computer Science, Organization And Data Processing