How Long to Read Telling Stories with Data

How Long Does it Take to Read Telling Stories with Data?

It takes the average reader 10 hours and 30 minutes to read Telling Stories with Data by Rohan Alexander

Assuming a reading speed of 250 words per minute. Learn more

Description

The book equips students with the end-to-end skills needed to do data science. That means gathering, cleaning, preparing, and sharing data, then using statistical models to analyse data, writing about the results of those models, drawing conclusions from them, and finally, using the cloud to put a model into production, all done in a reproducible way. At the moment, there are a lot of books that teach data science, but most of them assume that you already have the data. This book fills that gap by detailing how to go about gathering datasets, cleaning and preparing them, before analysing them. There are also a lot of books that teach statistical modelling, but few of them teach how to communicate the results of the models and how they help us learn about the world. Very few data science textbooks cover ethics, and most of those that do, have a token ethics chapter. Finally, reproducibility is not often emphasised in data science books. This book is based around a straight-forward workflow conducted in an ethical and reproducible way: gather data, prepare data, analyse data, and communicate those findings. This book will achieve the goals by working through extensive case studies in terms of gathering and preparing data, and integrating ethics throughout. It is specifically designed around teaching how to write about the data and models, so aspects such as writing are explicitly covered. And finally, the use of GitHub and the open-source statistical language R are built in throughout the book. Key Features: Extensive code examples. Ethics integrated throughout. Reproducibility integrated throughout. Focus on data gathering, messy data, and cleaning data. Extensive formative assessment throughout.

How long is Telling Stories with Data?

Telling Stories with Data by Rohan Alexander is 623 pages long, and a total of 157,619 words.

This makes it 210% the length of the average book. It also has 193% more words than the average book.

How Long Does it Take to Read Telling Stories with Data Aloud?

The average oral reading speed is 183 words per minute. This means it takes 14 hours and 21 minutes to read Telling Stories with Data aloud.

What Reading Level is Telling Stories with Data?

Telling Stories with Data is suitable for students ages 12 and up.

Note that there may be other factors that effect this rating besides length that are not factored in on this page. This may include things like complex language or sensitive topics not suitable for students of certain ages.

When deciding what to show young students always use your best judgement and consult a professional.

Where Can I Buy Telling Stories with Data?

Telling Stories with Data by Rohan Alexander is sold by several retailers and bookshops. However, Read Time works with Amazon to provide an easier way to purchase books.

To buy Telling Stories with Data by Rohan Alexander on Amazon click the button below.