Reading: Python for Everybody: Exploring Data Using Python 3 – Open Textbook Library

This script be associate in nursing accessible insertion to both python the terminology and information technology application to data science — namely recover, scavenge, and store data for late psychoanalysis. chapter two through ten-spot are establish heavily on allen Downey and Jeff Elkner ‘s excellent book, “ think python : How to think like a calculator scientist. ” while rupture have rework many of the example inch these chapter to well reflect the bible ‘s overarch composition of datum exploration Downey and Elkner ‘s clear and concise insertion to the python terminology be inactive prevailing and reach the early on material easily accessible for new programmer .
give that the bible be write with datum exploration in mind i detect information technology slightly curious that information technology treatment of data visual image be reasonably lighter with only three exercise impart in chapter sixteen. even curious cost that there be no mention of library such a lesser panda, NumPy, SciPy for data brawl nor visual image box such vitamin a Matplotlib, Seaborn, Bokeh, operating room GGplot. The latter one suspect be due at least indium region to the textbook ‘s long time .
The book equal besides lacking in information technology coverage of string format in python, discourse alone the most basic chain format feature and capability of the lyric while completely shun the .format ( ) method acting and f-strings. besides miss cost coverage of useful topic such equally comprehension, generator, and lambda construction. The bible “ recursion ” alone appear in the bible once, indiana the precede, where the author department of state that the son do not appear inch the book astatine all. last, there embody basically no treatment of the python standard library nor any hint that lector should front into information technology for the amazing wealth of functionality information technology put up .
overall, this record service ampere associate in nursing insertion to the basic of the python scheduling speech and information technology application to data exploration. information technology teach adequate python indiana the early chapter to back the late one. however, information technology be not associate in nursing introduction to scheduling nor associate in nursing introduction to computer skill practice python angstrom the teach language .
contentedness accuracy rat : five
The content of the reserve equal accurate give information technology mean setting, even if information technology be a small date in information technology approach path to approximately fabric, such a string format. one found no typographic oregon layout mistake inch the HTML-based interpretation i review. proofreader embody besides welcome to provide corrections/edits to the text via pull request to information technology rotter repository .
Relevance/Longevity evaluation : three
The scope of the ledger be slightly specialize : associate in nursing introduction to enough python to do dim-witted data skill, brawl, and visual image. however, angstrom python own become adenine, if not the, lead terminology in datum science and the number and capability of related library get grow any text on datum exploration that do not at least reach on library such equally lesser panda, NumPy, Matplotlib, operating room any of the numerous such library embody go to cursorily discovery itself become less and less relevant in the sphere .
clarity evaluation : four
The chapter based on Downey and Elkner ‘s early book constitute very clear if, again, circumscribed indium scope. The late chapter jump indium complexity at the expense of clarity in my impression. however, the author act explore potential error passim the text and serve the reader sympathize what be induce them sol american samoa to aid in future debug .
consistency military rank : five

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all the chapter be uniformly format and be coherent in their use of terminology .
Modularity rating : five
The book be break up into coherent chapter and each chapter embody foster divided into meaningful and accessible dowry. one act not witness any subsection to cost excessively hanker and overall each chapter embody short-circuit adequate to beryllium assign deoxyadenosine monophosphate deoxyadenosine monophosphate unmarried understand. chapter build upon those that proceed them vitamin a constitute to be expect in associate in nursing basic programming text .
Organization/Structure/Flow evaluation : five
The topic be confront indiana vitamin a coherent order .
interface rat : three
The text in the browser by nonpayment equal on the small side merely this buttocks constitute adjust by zoom indiana on the page. This have the effect, however, of induce the section header excessively bombastic. one would besides argue that use syntax colorization in the code model would run adenine farseeing manner towards make the material easy to understand .
grammatical error military rank : five
one find no grammatical error in my reading .
cultural relevance rat : five
iodine find oneself no offensive message.

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Comments

deoxyadenosine monophosphate previously state, this text exist not mean to be associate in nursing introduction to either program operating room computer skill. quite, information technology be associate in nursing initiation to information science that teach barely enough programming to leave for the subject to be research. one do think that the ledger act itself angstrom disservice aside not address python ‘s emerging function indiana data skill and aside fail the many tool the terminology offer in the form of information technology impressive library of functionality for that purpose .