Lyssna när som helst, var som helst

Kliv in i en oändlig värld av stories

  • 1 miljon stories
  • Hundratals nya stories varje vecka
  • Få tillgång till exklusivt innehåll
  • Avsluta när du vill
Starta erbjudandet
SE - Details page - Device banner - 894x1036
Cover for Mastering pandas: A complete guide to pandas, from installation to advanced data analysis techniques, 2nd Edition

Mastering pandas: A complete guide to pandas, from installation to advanced data analysis techniques, 2nd Edition

Språk
Engelska
Format
Kategori

Fakta

Perform advanced data manipulation tasks using pandas and become an expert data analyst.

Key Features

• Manipulate and analyze your data expertly using the power of pandas

• Work with missing data and time series data and become a true pandas expert

• Includes expert tips and techniques on making your data analysis tasks easier

Book Description

pandas is a popular Python library used by data scientists and analysts worldwide to manipulate and analyze their data. This book presents useful data manipulation techniques in pandas to perform complex data analysis in various domains.

An update to our highly successful previous edition with new features, examples, updated code, and more, this book is an in-depth guide to get the most out of pandas for data analysis. Designed for both intermediate users as well as seasoned practitioners, you will learn advanced data manipulation techniques, such as multi-indexing, modifying data structures, and sampling your data, which allow for powerful analysis and help you gain accurate insights from it. With the help of this book, you will apply pandas to different domains, such as Bayesian statistics, predictive analytics, and time series analysis using an example-based approach. And not just that; you will also learn how to prepare powerful, interactive business reports in pandas using the Jupyter notebook.

By the end of this book, you will learn how to perform efficient data analysis using pandas on complex data, and become an expert data analyst or data scientist in the process.

What you will learn

• Speed up your data analysis by importing data into pandas

• Keep relevant data points by selecting subsets of your data

• Create a high-quality dataset by cleaning data and fixing missing values

• Compute actionable analytics with grouping and aggregation in pandas

• Master time series data analysis in pandas

• Make powerful reports in pandas using Jupyter notebooks

Who this book is for

This book is for data scientists, analysts and Python developers who wish to explore advanced data analysis and scientific computing techniques using pandas. Some fundamental understanding of Python programming and familiarity with the basic data analysis concepts is all you need to get started with this book.

© 2019 Packt Publishing (E-bok): 9781789343359

Utgivningsdatum

E-bok: 25 oktober 2019

Andra gillade också ...

Därför kommer du älska Storytel:

  • 1 miljon stories

  • Lyssna och läs offline

  • Exklusiva nyheter varje vecka

  • Kids Mode (barnsäker miljö)

Populäraste valet

Premium

Lyssna och läs ofta.

169 kr /månad
  • 1 konto

  • 100 timmar/månad

  • Exklusivt innehåll varje vecka

  • Avsluta när du vill

  • Obegränsad lyssning på podcasts

Starta erbjudandet

Unlimited

Lyssna och läs obegränsat.

229 kr /månad
  • 1 konto

  • Lyssna obegränsat

  • Exklusivt innehåll varje vecka

  • Avsluta när du vill

  • Obegränsad lyssning på podcasts

Starta erbjudandet

Family

Dela stories med hela familjen.

0 kr i 30 dagar
  • 2-6 konton

  • 100 timmar/månad för varje konto

  • Exklusivt innehåll varje vecka

  • Avsluta när du vill

  • Obegränsad lyssning på podcasts

2 konton

239 kr /månad
Starta erbjudandet

Flex

Lyssna och läs ibland – spara dina olyssnade timmar.

99 kr /månad
  • 1 konto

  • 20 timmar/månad

  • Spara upp till 100 olyssnade timmar

  • Exklusivt innehåll varje vecka

  • Avsluta när du vill

  • Obegränsad lyssning på podcasts

Starta erbjudandet