Lyt når som helst, hvor som helst

Nyd den ubegrænsede adgang til tusindvis af spændende e- og lydbøger - helt gratis

  • Lyt og læs så meget du har lyst til
  • Opdag et kæmpe bibliotek fyldt med fortællinger
  • Eksklusive titler + Mofibo Originals
  • Opsig når som helst
Start tilbuddet
DK - Details page - Device banner - 894x1036

Hands-On Data Analysis with Pandas: A Python data science handbook for data collection, wrangling, analysis, and visualization

Sprog
Engelsk
Format
Kategori

Fakta

Extracting valuable business insights is no longer a ‘nice-to-have’, but an essential skill for anyone who handles data in their enterprise. Hands-On Data Analysis with Pandas is here to help beginners and those who are migrating their skills into data science get up to speed in no time.

This book will show you how to analyze your data, get started with machine learning, and work effectively with the Python libraries often used for data science, such as pandas, NumPy, matplotlib, seaborn, and scikit-learn.

Using real-world datasets, you will learn how to use the pandas library to perform data wrangling to reshape, clean, and aggregate your data. Then, you will learn how to conduct exploratory data analysis by calculating summary statistics and visualizing the data to find patterns. In the concluding chapters, you will explore some applications of anomaly detection, regression, clustering, and classification using scikit-learn to make predictions based on past data.

This updated edition will equip you with the skills you need to use pandas 1.x to efficiently perform various data manipulation tasks, reliably reproduce analyses, and visualize your data for effective decision making – valuable knowledge that can be applied across multiple domains.

© 2021 Packt Publishing (E-bog): 9781800565913

Release date

E-bog: 29. april 2021

Andre kan også lide...

  1. Data Science For Dummies: 2nd Edition Lillian Pierson
  2. Data Visualization Guide: 4 BOOKS IN 1. Big and Complete Guide to Data Mining and Visualization Alex Campbell
  3. Python For Data Science: The Ultimate Comprehensive Step-By-Step Guide To The Basics Of Python For Data Science Kevin Clark
  4. Data Visualization: Ultimate Guide to Data Mining and Visualization. Alex Campbell
  5. Data Visualization: Clear Introduction to Data Visualization with Python. Proper Guide for Data Scientist. Alex Campbell
  6. Fundamentals of Data Engineering: Plan and Build Robust Data Systems Matt Housley
  7. Data Science for Business: What You Need to Know about Data Mining and Data-Analytic Thinking Foster Provost
  8. Computer Science Introbooks Team
  9. Data Science John D. Kelleher
  10. Data Virtualization Mark Jackson
  11. Data Analysis for Beginners: Part 1. A Hands-On Journey into Analysis and Visualization. Daniel Garfield
  12. Business Intelligence For Dummies Swain Scheps
  13. Python: - The Bible- 3 Manuscripts in 1 book: Python Programming for Beginners - Python Programming for Intermediates - Python Programming for Advanced Maurice J. Thompson
  14. Creating a Business Plan For Dummies Veechi Curtis
  15. Basic Python in Finance: How to Implement Financial Trading Strategies and Analysis using Python Bob Mather
  16. Artificial Intelligence Explained Introbooks Team
  17. Taming the Rascal Multitude: Essays, Interviews, and Lectures 1997–2014 Noam Chomsky
  18. Personal Branding For Dummies: 2nd Edition Susan Chritton
  19. Standard Deviations: Flawed Assumptions, Tortured Data, and Other Ways to Lie with Statistics Gary Smith
  20. A New World in Our Hearts: In Conversation with Michael Albert Noam Chomsky
  21. Meditations, On the Shortness of Life, The Enchiridion of Epictetus: The Ultimate Stoicism Collection Marcus Aurelius
  22. Confident Public Speaking Lynda Hudson
  23. Mindfulness For Dummies: 3rd Edition Shamash Alidina
  24. Crown and Country: A History of England through the Monarchy David Starkey
  25. Artificial Intelligence For Dummies Luca Massaron
  26. The Withdrawal: Iraq, Libya, Afghanistan, and the Fragility of US Power Noam Chomsky
  27. Nutrition For Dummies: 6th Edition Carol Ann Rinzler
  28. Sex for Dummies Ruth K. Westheimer
  29. Climate Crisis and the Global Green New Deal: The Political Economy of Saving the Planet Noam Chomsky
  30. Meditation For Dummies Stephan Bodian
  31. Ages & Stages Theresa Foy DiGeronimo
  32. Notes on Resistance Noam Chomsky
  33. Armageddon: The Battle for Germany 1944-45 Max Hastings
  34. Public Speaking for Success Dale Carnegie & Associates
  35. Project Management For Dummies Stanley Portny
  36. Henry VIII’s Wives: History in an Hour Julie Wheeler
  37. Communication Essentials For Dummies Elizabeth Kuhnke
  38. The Power of Now Eckhart Tolle
  39. D-Day: History in an Hour Rupert Colley
  40. Public Speaking to Win Mitch Horowitz
  41. Black History: History in an Hour Rupert Colley
  42. The Siege of Leningrad: History in an Hour Rupert Colley
  43. Requiem for the American Dream: The 10 Principles of Concentration of Wealth & Power Noam Chomsky

Vælg dit abonnement

  • Over 600.000 titler

  • Download og nyd titler offline

  • Eksklusive titler + Mofibo Originals

  • Børnevenligt miljø (Kids Mode)

  • Det er nemt at opsige når som helst

Flex

For dig som vil prøve Mofibo.

89 kr. /måned
  • 1 konto

  • 20 timer/måned

  • Gem op til 100 ubrugte timer

  • Eksklusivt indhold hver uge

  • Fri lytning til podcasts

  • Ingen binding

Prøv gratis
Den mest populære

Premium

For dig som lytter og læser ofte.

129 kr. /måned
  • 1 konto

  • 100 timer/måned

  • Eksklusivt indhold hver uge

  • Fri lytning til podcasts

  • Ingen binding

Start tilbuddet

Unlimited

For dig som lytter og læser ubegrænset.

149 kr. /måned
  • 1 konto

  • Ubegrænset adgang

  • Eksklusivt indhold hver uge

  • Fri lytning til podcasts

  • Ingen binding

Start tilbuddet

Family

For dig som ønsker at dele historier med familien.

Fra 179 kr. /måned
  • 2-6 konti

  • 100 timer/måned pr. konto

  • Fri lytning til podcasts

  • Kun 39 kr. pr. ekstra konto

  • Ingen binding

2 konti

179 kr. /måned
Prøv gratis