SmartSellTM - The New Way to Sell Online

Shop over a million Toys in our Huge New Range

Pandas for Everyone
By

Rating

Product Description
Product Details

Table of Contents

  • Part I. Introduction
  • 0. Setting Up
  • 1. Introduction to Panda's Dataframes
  • 2. Dataframe Components
  • 3. Performing Statistics and Calculations on Sliced and Grouped Dataframes
  • 4. Plotting in Matplotlib
  • Part II. Data Munging
  • 5. Basic Data Cleaning
  • 6. Reshaping Dataframes
  • 7. Missing Values
  • 8. Working with Dates
  • 9. Working with Multiple Dataframes
  • 10. Working with Databases
  • Part III. Modeling
  • 11. Basic Statistics
  • 12. Linear Models and Regression
  • 13. Survival Analysis
  • 14. Model Selection and Diagnostics
  • 15. Time Series
  • Part IV. Machine Learning
  • 16. Supervised Learning
  • 17. Unsupervised Learning
  • Part V. Reproducible Documents (Literate Programming)
  • 18. Jupyter Notebook
  • 19. Pweave
  • Appendices

About the Author

Daniel Chen is a graduate student in the interdisciplinary PhD program in Genetics, Bioinformatics & Computational Biology (GBCB) at Virginia Tech. He is involved with Software Carpentry as an instructor and lesson maintainer. He completed his master's degree in public health at Columbia University Mailman School of Public Health in Epidemiology, and currently works at the Social and Decision Analytics Laboratory under the Biocomplexity Institute of Virginia Tech where he is working with data to inform policy decision-making. He is the author of Pandas for Everyone and Pandas Data Analysis with Python Fundamentals LiveLessons.

Ask a Question About this Product More...
Write your question below:
Look for similar items by category
How Fishpond Works
Fishpond works with suppliers all over the world to bring you a huge selection of products, really great prices, and delivery included on over 25 million products that we sell. We do our best every day to make Fishpond an awesome place for customers to shop and get what they want — all at the best prices online.
Webmasters, Bloggers & Website Owners
You can earn a 5% commission by selling Pandas for Everyone: Python Data Analysis on your website. It's easy to get started - we will give you example code. After you're set-up, your website can earn you money while you work, play or even sleep! You should start right now!
Authors / Publishers
Are you the Author or Publisher of a book? Or the manufacturer of one of the millions of products that we sell. You can improve sales and grow your revenue by submitting additional information on this title. The better the information we have about a product, the more we will sell!
Item ships from and is sold by Fishpond World Ltd.
Back to top