Python for Data Analysis: Data Wrangling with Pandas, NumPy, and IPython [E–pub/E–book]


12 thoughts on “Python for Data Analysis: Data Wrangling with Pandas, NumPy, and IPython [E–pub/E–book]

  1. says: Wes McKinney µ 8 read read & download ´ eBook, ePUB or Kindle PDF µ Wes McKinney summary Python for Data Analysis: Data Wrangling with Pandas, NumPy, and IPython

    read & download ´ eBook, ePUB or Kindle PDF µ Wes McKinney Python for Data Analysis: Data Wrangling with Pandas, NumPy, and IPython [E–pub/E–book] This book falls somewhere between a manual page providing one example per function and a cookbook tending toward the former

  2. says: Python for Data Analysis: Data Wrangling with Pandas, NumPy, and IPython [E–pub/E–book]

    Python for Data Analysis: Data Wrangling with Pandas, NumPy, and IPython [E–pub/E–book] This is the Python book for the data scientist already knows Python or at least OOP programming but wants to be able to uti

  3. says: Wes McKinney µ 8 read read & download ´ eBook, ePUB or Kindle PDF µ Wes McKinney Python for Data Analysis: Data Wrangling with Pandas, NumPy, and IPython [E–pub/E–book]

    Python for Data Analysis: Data Wrangling with Pandas, NumPy, and IPython [E–pub/E–book] Wes is the creator of Pandas but he is not an effective writer This has left a bad taste of pandas in my mind A lot of examples created in this book are using random numbers and this is a poor way of teaching so

  4. says: Python for Data Analysis: Data Wrangling with Pandas, NumPy, and IPython [E–pub/E–book] Wes McKinney µ 8 read summary Python for Data Analysis: Data Wrangling with Pandas, NumPy, and IPython

    Python for Data Analysis: Data Wrangling with Pandas, NumPy, and IPython [E–pub/E–book] As others have said this book provides a good manual If you have a project in mind and some programming background you can adapt the examples in the book to complete the task That said a lot of the book reads as documentation than instruction and the documentation is sparse than the official pandas documentation Further some of the examples are rather opaue in understanding the main point and the use of random number generators

  5. says: Python for Data Analysis: Data Wrangling with Pandas, NumPy, and IPython [E–pub/E–book] read & download ´ eBook, ePUB or Kindle PDF µ Wes McKinney Wes McKinney µ 8 read

    Wes McKinney µ 8 read read & download ´ eBook, ePUB or Kindle PDF µ Wes McKinney summary Python for Data Analysis: Data Wrangling with Pandas, NumPy, and IPython This book has been my foundation of using python as a data analystThis book primarily focuses on the pandas Python library which is awesome at processing and organizing data Python pandas is like MS Excel times 100 This is not an exag

  6. says: summary Python for Data Analysis: Data Wrangling with Pandas, NumPy, and IPython Python for Data Analysis: Data Wrangling with Pandas, NumPy, and IPython [E–pub/E–book] read & download ´ eBook, ePUB or Kindle PDF µ Wes McKinney

    Wes McKinney µ 8 read read & download ´ eBook, ePUB or Kindle PDF µ Wes McKinney Python for Data Analysis: Data Wrangling with Pandas, NumPy, and IPython [E–pub/E–book] First of all if you've never used python before find an intro to python This book is for people who are familiar to intermediate python programmers Meaning this is not for the complete beginnerThe book mainly deal

  7. says: Python for Data Analysis: Data Wrangling with Pandas, NumPy, and IPython [E–pub/E–book] Wes McKinney µ 8 read summary Python for Data Analysis: Data Wrangling with Pandas, NumPy, and IPython

    read & download ´ eBook, ePUB or Kindle PDF µ Wes McKinney Wes McKinney µ 8 read summary Python for Data Analysis: Data Wrangling with Pandas, NumPy, and IPython This book covers all of the basics that you would want to know to get started in programming in Python for data analysis as the title implies but it doesn't really offer compelling real world examples The data seem to be made up and the analyses don't go into enough detail to help you really learn how pandas and

  8. says: read & download ´ eBook, ePUB or Kindle PDF µ Wes McKinney Wes McKinney µ 8 read summary Python for Data Analysis: Data Wrangling with Pandas, NumPy, and IPython

    summary Python for Data Analysis: Data Wrangling with Pandas, NumPy, and IPython Wes McKinney µ 8 read Python for Data Analysis: Data Wrangling with Pandas, NumPy, and IPython [E–pub/E–book] This book is generally considered a classic but I am in 2 minds over it It gives an introduction to the Python language which is nice for a beginner It also gives very good introductions to numpy pandas matplotlib and seaborn I had not heard of the latter so the book was of great value there However all of these libraries are huge; pandas alone is massive This leaves the author being stuck in terms of how deep to go Some areas are well cove

  9. says: read & download ´ eBook, ePUB or Kindle PDF µ Wes McKinney Wes McKinney µ 8 read Python for Data Analysis: Data Wrangling with Pandas, NumPy, and IPython [E–pub/E–book]

    read & download ´ eBook, ePUB or Kindle PDF µ Wes McKinney Wes McKinney µ 8 read Python for Data Analysis: Data Wrangling with Pandas, NumPy, and IPython [E–pub/E–book] I have purchased other books for jumping into machine learning using Python but they always somewhat gloss over the basics and you have to accept a bit of magic around Pandas Matplotlib etc to follow along I'm so glad I went back to build a solid foundation with this book so I'm no longer fumbling around with mag

  10. says: Wes McKinney µ 8 read Python for Data Analysis: Data Wrangling with Pandas, NumPy, and IPython [E–pub/E–book]

    Wes McKinney µ 8 read read & download ´ eBook, ePUB or Kindle PDF µ Wes McKinney Python for Data Analysis: Data Wrangling with Pandas, NumPy, and IPython [E–pub/E–book] The content of the book is good The print uality is bad I can see the texts through the pages Most of the figures are poorly printed looks like run out of ink I can understand that this is paperback print but I would expect better uality for £30 book It is too much hassle to return this in the current situation

  11. says: Python for Data Analysis: Data Wrangling with Pandas, NumPy, and IPython [E–pub/E–book]

    Python for Data Analysis: Data Wrangling with Pandas, NumPy, and IPython [E–pub/E–book] Wes is a great writer and teacher I feel I am learning about data analysis with python by tracing out the code in the book

  12. says: Python for Data Analysis: Data Wrangling with Pandas, NumPy, and IPython [E–pub/E–book]

    summary Python for Data Analysis: Data Wrangling with Pandas, NumPy, and IPython Wes McKinney µ 8 read Python for Data Analysis: Data Wrangling with Pandas, NumPy, and IPython [E–pub/E–book] A good reference book It did a reasonable job in breaking python data analysis down into consumable chunks however there are many free resourc

Leave a Reply

Your email address will not be published. Required fields are marked *


  • Paperback
  • null
  • Python for Data Analysis: Data Wrangling with Pandas, NumPy, and IPython
  • Wes McKinney
  • English
  • 22 January 2020
  • B075X4LT6K

summary Python for Data Analysis: Data Wrangling with Pandas, NumPy, and IPython

read & download ´ eBook, ePUB or Kindle PDF µ Wes McKinney Wes McKinney µ 8 read Python for Data Analysis: Data Wrangling with Pandas, NumPy, and IPython summary ´ 108 Get complete instructions for manipulating processing cleaning and crunching datasets in Python Updated for Python 36 the second edition of this hands on guide is packed with practical case studies that show you how to solve a broad set of data analysis problems effectively Youll learn the latest versions of pandas NumPy IPython and Jupyter in the processWritten by Wes McKinney the creator. Wes is the creator of Pandas but he is not an effective writer This has left a bad taste of pandas in my mind A lot of examples created in this book are using random numbers and this is a poor way of teaching someone as it s too abstract Random number generated examples rarely have anything to do with data encountered in real lifeThis book s problem is the classic curse of knowledge The author does not know what it s like to get started with pandas and what are the difficulties users will have

read & download ´ eBook, ePUB or Kindle PDF µ Wes McKinneyPython for Data Analysis: Data Wrangling with Pandas, NumPy, and IPython

read & download ´ eBook, ePUB or Kindle PDF µ Wes McKinney Wes McKinney µ 8 read Python for Data Analysis: Data Wrangling with Pandas, NumPy, and IPython summary ´ 108 PythonGet started with data analysis tools in the pandas libraryUse flexible tools to load clean transform merge and reshape dataCreate informative visualizations with matplotlibApply the pandas groupby facility to slice dice and summarize datasetsAnalyze and manipulate regular and irregular time series dataLearn how to solve real world data analysis problems with thorough detailed example. This book is generally considered a classic but I am in 2 minds over it It gives an introduction to the Python language which is nice for a beginner It also gives very good introductions to numpy pandas matplotlib and seaborn I had not heard of the latter so the book was of great value there However all of these libraries are huge pandas alone is massive This leaves the author being stuck in terms of how deep to go Some areas are well covered and others are just skimmed over forcing you to look deeper on the internet Adding to the problem is that these libraries are being continually updated I was left with a growing feeling that books like this are becoming redundant There is so much free material online now that if someone stole this book from me it would not make a jot of difference Bedhead Skin Deep #3 over it It gives an introduction to the Python language which is nice for a beginner It also gives very good introductions to numpy pandas matplotlib and seaborn I had not heard Sticks and Stones Broken Heart #2 of the latter so the book was 50 Debate Prompts for Kids Reproducible Debate Sheets Complete with Background and ProCon Points That Get Kids Reading Writing Speaking and T of great value there However all Curiosity of these libraries are huge pandas alone is massive This leaves the author being stuck in terms Black Reconstruction in America 1860-1880 of how deep to go Some areas are well covered and An Anthropomorphic Century others are just skimmed The War Against the Chtorr 1 A Matter For Men over forcing you to look deeper Le choix de la défaite: Les élites françaises dans les années 1930 on the internet Adding to the problem is that these libraries are being continually updated I was left with a growing feeling that books like this are becoming redundant There is so much free material The Heart's Victory online now that if someone stole this book from me it would not make a jot Scriptores Aethiopici Vol 20 of difference

Wes McKinney µ 8 read

read & download ´ eBook, ePUB or Kindle PDF µ Wes McKinney Wes McKinney µ 8 read Python for Data Analysis: Data Wrangling with Pandas, NumPy, and IPython summary ´ 108 Of the Python pandas project this book is a practical modern introduction to data science tools in Python Its ideal for analysts new to Python and for Python programmers new to data science and scientific computing Data files and related material are available on GitHubUse the IPython shell and Jupyter notebook for exploratory computingLearn basic and advanced features in NumPy Numerical. First of all if you ve never used python before find an intro to python This book is for people who are familiar to intermediate python programmers Meaning this is not for the complete beginnerThe book mainly deals with introducing you to Numpy and Pandas libraries used for data analysis such cleaning manipulating wrangling processing and visualisationIts a great book to have as a reference and learning data analysis techniues There are plenty of code examples So worth the purchaseOnly negative I wish there were mini projects to learn from