Jupyter Notebook for data science

"This video course will help you get familiar with Jupyter Notebook and all of its features to perform various data science tasks in Python. Jupyter Notebook is a powerful tool for interactive data exploration and visualization and has become the standard tool among data scientists. In the cour...

Full description

Bibliographic Details
Main Author: Lučanin, Dražen
Format: eBook
Language:English
Published: [Place of publication not identified] Packt 2018
Subjects:
Online Access:
Collection: O'Reilly - Collection details see MPG.ReNa
LEADER 02626nmm a2200373 u 4500
001 EB001928920
003 EBX01000000000000001091822
005 00000000000000.0
007 cr|||||||||||||||||||||
008 210123 ||| eng
050 4 |a QA76.9.D343 
100 1 |a Lučanin, Dražen 
245 0 0 |a Jupyter Notebook for data science  |c Dražen Lučanin 
260 |a [Place of publication not identified]  |b Packt  |c 2018 
300 |a 1 streaming video file (3 hr., 11 min., 18 sec.) 
653 |a Science / Data processing / fast / (OCoLC)fst01108207 
653 |a Python (Computer program language) / http://id.loc.gov/authorities/subjects/sh96008834 
653 |a Science / Data processing / http://id.loc.gov/authorities/subjects/sh85118562 
653 |a Visualisation de l'information 
653 |a Data mining / fast / (OCoLC)fst00887946 
653 |a Information visualization / fast / (OCoLC)fst00973185 
653 |a Data mining / http://id.loc.gov/authorities/subjects/sh97002073 
653 |a Sciences / Informatique 
653 |a Information visualization / http://id.loc.gov/authorities/subjects/sh2002000243 
653 |a Python (Langage de programmation) 
653 |a Python (Computer program language) / fast / (OCoLC)fst01084736 
653 |a Exploration de données (Informatique) 
041 0 7 |a eng  |2 ISO 639-2 
989 |b OREILLY  |a O'Reilly 
500 |a Title from title screen (viewed September 25, 2018). - Date of publication from resource description page 
856 4 0 |u https://learning.oreilly.com/videos/~/9781789135411/?ar  |x Verlag  |3 Volltext 
082 0 |a 500 
082 0 |a 000 
520 |a "This video course will help you get familiar with Jupyter Notebook and all of its features to perform various data science tasks in Python. Jupyter Notebook is a powerful tool for interactive data exploration and visualization and has become the standard tool among data scientists. In the course, we will start from basic data analysis tasks in Jupyter Notebook and work our way up to learn some common scientific Python tools such as pandas, matplotlib, and plotly. We will work with real datasets, such as crime and traffic accidents in New York City, to explore common issues such as data scraping and cleaning. We will create insightful visualizations, showing time-stamped and spatial data. By the end of the course, you will feel confident about approaching a new dataset, cleaning it up, exploring it, and analyzing it in Jupyter Notebook to extract useful information in the form of interactive reports and information-dense data visualizations."--Resource description page