Modeling and Visualization of Data in Pandas [Video]

Modeling and Visualization of Data in Pandas [Video] Book Cover
Preview in Mapt
Code Files

Modeling and Visualization of Data in Pandas [Video]

Prabhat Ranjan
New Release!

Learn how to model and visualize data in Python through Pandas data library
Quick links: > Table of contents > What will you learn?
Mapt Subscription
FREE
€29.98/m after trial
Video
€61.20
RRP €122.38
Save 49%
What do I get with a Mapt Pro subscription?
  • Unlimited access to all Packt’s 5,000+ eBooks and Videos
  • Early Access content, Progress Tracking, and Assessments
  • 1 Free eBook or Video to download and keep every month after trial
What do I get with an eBook?
  • Download this book in EPUB, PDF, MOBI formats
  • DRM FREE - read and interact with your content when you want, where you want, and how you want
  • Access this title in the Mapt reader
What do I get with Print & eBook?
  • Get a paperback copy of the book delivered to you
  • Download this book in EPUB, PDF, MOBI formats
  • DRM FREE - read and interact with your content when you want, where you want, and how you want
  • Access this title in the Mapt reader
What do I get with a Video?
  • Download this Video course in MP4 format
  • DRM FREE - read and interact with your content when you want, where you want, and how you want
  • Access this title in the Mapt reader
€0.00
€61.20
€29.99 p/m after trial
RRP €122.38
Subscription
Video
Start 14 Day Trial

Frequently bought together


Modeling and Visualization of Data in Pandas [Video] Book Cover
Modeling and Visualization of Data in Pandas [Video]
€ 122.38
€ 61.20
Modeling and Visualization of Data in Pandas [Video]
May 2018
1 hours 21 minutes
€ 61.20
Data Analysis and Exploration with Pandas [Video] Book Cover
Data Analysis and Exploration with Pandas [Video]
€ 122.38
€ 61.20
Data Analysis and Exploration with Pandas [Video]
May 2018
5 hours and 12 minutes
€ 61.20
Buy 2 for €35.72
Save €174.20
Add to Cart

Video Details

ISBN 139781788471312
Course Length1 hours 21 minutes

Video Description

This video course will support users as they work through a typical real-world data analysis project step-by-step using Pandas. It develops the deep knowledge and skills that will enable students to immediately tackle their own projects with Pandas at work.

This product demonstrates how to make financial models using Python's software library for data manipulation and analysis.

Style and Approach

This video course will give the users the skills needed to master the modelling & visualization of Data in Pandas

Table of Contents

Modeling and Application
The Course Overview
Building Financial Model by Calculating and Comparing Rates of Return
Calculating Security's Rate of Return
Calculating the Rate of Return of a Portfolio of Securities
Calculating the Rate of Return of Indices
Working with Panels, Input/Output, Dates, and Times
Working with Panel Objects and Attributes
Working with Extraction of Data Frames from Panels
Convert Panels to Multi-index Data Frame, Transpose Panel
Export Data Frames to CSV Files with the .to_csv() Method
Import Excel Files into Pandas, and Export Excel Files
Using Date and Time Functions for Pandas
Data Visualization
Visual Exploratory Data Analysis
Pandas Line Plot
Pandas Scatter Plot
Pandas Box Plot
Pandas Histogram Plot
Pandas Pie Plot
Pandas Area Plot
Pandas Heatmap
Pandas Bar Plot

What You Will Learn

  • Find out how to calculate security's rate of return
  • Calculate the rate of return for indices
  • Working with panel objects and attributes
  • Import Excel files into pandas, and export Excel files
  • Get trained in using date and time functions for Pandas
  • Get the hang of visual exploratory data analysis
  • Master the use of Pandas Line Plot

Authors

Table of Contents

Modeling and Application
The Course Overview
Building Financial Model by Calculating and Comparing Rates of Return
Calculating Security's Rate of Return
Calculating the Rate of Return of a Portfolio of Securities
Calculating the Rate of Return of Indices
Working with Panels, Input/Output, Dates, and Times
Working with Panel Objects and Attributes
Working with Extraction of Data Frames from Panels
Convert Panels to Multi-index Data Frame, Transpose Panel
Export Data Frames to CSV Files with the .to_csv() Method
Import Excel Files into Pandas, and Export Excel Files
Using Date and Time Functions for Pandas
Data Visualization
Visual Exploratory Data Analysis
Pandas Line Plot
Pandas Scatter Plot
Pandas Box Plot
Pandas Histogram Plot
Pandas Pie Plot
Pandas Area Plot
Pandas Heatmap
Pandas Bar Plot

Video Details

ISBN 139781788471312
Course Length1 hours 21 minutes
Read More

Read More Reviews

Recommended for You

Data Analysis and Exploration with Pandas [Video] Book Cover
Data Analysis and Exploration with Pandas [Video]
€ 122.38
€ 61.20
Data Analysis and Exploration with Pandas [Video]
May 2018
5 hours and 12 minutes
€ 61.20
Data Visualization Recipes in Python [Video] Book Cover
Data Visualization Recipes in Python [Video]
€ 122.38
€ 61.20
Data Visualization Recipes in Python [Video]
May 2018
1 hour and 43 minutes
€ 61.20
Hands-on Background Services in Android [Video] Book Cover
Hands-on Background Services in Android [Video]
€ 122.38
€ 61.20
Hands-on Background Services in Android [Video]
Apr 2018
3 hours and 2 minutes
€ 61.20
Hands-On Continuous Integration and Automation with Jenkins [Video] Book Cover
Hands-On Continuous Integration and Automation with Jenkins [Video]
€ 122.38
€ 61.20
Hands-On Continuous Integration and Automation with Jenkins [Video]
May 2018
4 hours and 19 minutes
€ 61.20
Learning Java 9 - Databases and Multithreading in Java [Video] Book Cover
Learning Java 9 - Databases and Multithreading in Java [Video]
€ 122.38
€ 61.20
Learning Java 9 - Databases and Multithreading in Java [Video]
May 2018
1 hour and 40 minutes
€ 61.20
Learning Go Data Structures and Algorithms [Video] Book Cover
Learning Go Data Structures and Algorithms [Video]
€ 122.38
€ 61.20
Learning Go Data Structures and Algorithms [Video]
May 2018
2 hours 28 minutes
€ 61.20