Hands-on Data Analysis and Visualization with Pandas
Hands-on Data Analysis and Visualization with Pandas:
Engineer, Analyse and Visualize Data, Using Powerful Python Libraries
English | 2020 | ISBN: 9389845645 | 411 Pages | EPUB | 12 MB
Engineer, Analyse and Visualize Data, Using Powerful Python Libraries
English | 2020 | ISBN: 9389845645 | 411 Pages | EPUB | 12 MB
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.