AI organizational scalability - a sample data book
AI organizational scalability - a sample data book
considerations from a survey
About the Book
This e-book is derived from a Jupyter Notebook that I released on 2021-01-06 as part of a “challenge” on Kaggle.com – you can access the original file there[1].
If you do not know what I am referring to: a Jupyter Notebok is a way to have (online, on the cloud; or offline, on your computer) a tool that allows to “take notes” that contain executable code (e.g. in Python or R), usually to carry out some computation (e.g. Machine Learning creation and execution of a model) and produce visualizations.
So, why an e-book about what, in the end, is a data-based e-book already online?
The specific “challenge” was to analyze some data from a survey (the annual Kaggle survey between its own community), while providing both a data storytelling, i.e. telling a story via data and, of course, visualizations.
This book extracts the storytelling part (i.e. data, charts) without the programming code, but adding a deeper explanation of the rationale of choices.
As I wrote above, it is “derived from”, not just an e-book version of the Jupyter Notebook.
Also because, if anything, the reverse is true.
Along with this book and its attachments within Leanpub.com, there is also a GitHub repository: https://github.com/robertolofaro/ai-organizational-scalability-sample-databook
[1]https://www.kaggle.com/robertolofaro/ai-organizational-scalability-and-kaggle-survey
An experiment in transitioning to open data and free the approach to report writing done for decades with customers in activities in cultural, organizational, technological change
If you are just interested about the general concepts and approach, jump to Chapter 9 (a 10-pages narrative across the book, with hyperlinks to details)
The free version is here: https://issuu.com/robertolofaro/docs/ai-organizational-scalability-and-kaggle-survey_v1
The published edition uses hyperlinks to allow at least three different reading approaches, beside the usual sequential and serendipity-based: report structure, explanatory, and narrative about the future of Artificial Intelligence within a corporate environment
About the Author
Other books by this author
The Leanpub 60 Day 100% Happiness Guarantee
Within 60 days of purchase you can get a 100% refund on any Leanpub purchase, in two clicks.
Now, this is technically risky for us, since you'll have the book or course files either way. But we're so confident in our products and services, and in our authors and readers, that we're happy to offer a full money back guarantee for everything we sell.
You can only find out how good something is by trying it, and because of our 100% money back guarantee there's literally no risk to do so!
So, there's no reason not to click the Add to Cart button, is there?
See full terms...
Earn $8 on a $10 Purchase, and $16 on a $20 Purchase
We pay 80% royalties on purchases of $7.99 or more, and 80% royalties minus a 50 cent flat fee on purchases between $0.99 and $7.98. You earn $8 on a $10 sale, and $16 on a $20 sale. So, if we sell 5000 non-refunded copies of your book for $20, you'll earn $80,000.
(Yes, some authors have already earned much more than that on Leanpub.)
In fact, authors have earnedover $14 millionwriting, publishing and selling on Leanpub.
Learn more about writing on Leanpub
Free Updates. DRM Free.
If you buy a Leanpub book, you get free updates for as long as the author updates the book! Many authors use Leanpub to publish their books in-progress, while they are writing them. All readers get free updates, regardless of when they bought the book or how much they paid (including free).
Most Leanpub books are available in PDF (for computers) and EPUB (for phones, tablets and Kindle). The formats that a book includes are shown at the top right corner of this page.
Finally, Leanpub books don't have any DRM copy-protection nonsense, so you can easily read them on any supported device.
Learn more about Leanpub's ebook formats and where to read them
