Applied Data Science with Python and Jupyter by Alex Galea
Author:Alex Galea [Alex Galea]
Language: eng
Format: epub, pdf
Publisher: Packt Publishing
Published: 2018-10-30T16:00:00+00:00
Note
The apply method is great because it can solve a variety of problems and allows for easily readable code. Often though, vectorized methods such as pd.Series.str can accomplish the same thing much faster. Therefore, it's advised to avoid using it if possible, especially when working with large datasets. We'll see some examples of vectorized methods in the upcoming chapter.
Verify the number of samples we've grouped into each age category by typing df.groupby('AGE_category').size() into a new cell and running it:
Download
Applied Data Science with Python and Jupyter by Alex Galea.pdf
This site does not store any files on its server. We only index and link to content provided by other sites. Please contact the content providers to delete copyright contents if any and email us, we'll remove relevant links or contents immediately.
| Access | Data Mining |
| Data Modeling & Design | Data Processing |
| Data Warehousing | MySQL |
| Oracle | Other Databases |
| Relational Databases | SQL |
Algorithms of the Intelligent Web by Haralambos Marmanis;Dmitry Babenko(7905)
Learning SQL by Alan Beaulieu(5483)
Weapons of Math Destruction by Cathy O'Neil(5113)
Big Data Analysis with Python by Ivan Marin(3360)
Building Statistical Models in Python by Huy Hoang Nguyen & Paul N Adams & Stuart J Miller(3121)
Azure Data and AI Architect Handbook by Olivier Mertens & Breght Van Baelen(3112)
Serverless Machine Learning with Amazon Redshift ML by Debu Panda & Phil Bates & Bhanu Pittampally & Sumeet Joshi(3012)
Blockchain Basics by Daniel Drescher(2937)
Data Wrangling on AWS by Navnit Shukla | Sankar M | Sam Palani(2811)
Driving Data Quality with Data Contracts by Andrew Jones(2680)
Hands-On Machine Learning for Algorithmic Trading by Stefan Jansen(2620)
Pandas Cookbook by Theodore Petrou(2545)
Mastering Python for Finance by Unknown(2537)
Machine Learning Model Serving Patterns and Best Practices by Md Johirul Islam(2464)
Data Engineering with dbt by Roberto Zagni(2429)
How The Mind Works by Steven Pinker(2266)
Learn T-SQL Querying by Pam Lahoud & Pedro Lopes(2135)
Network Science with Python and NetworkX Quick Start Guide by Edward L. Platt(2105)
Solidity Programming Essentials by Ritesh Modi(2098)
