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How Computers Compress Text: Huffman Coding and Huffman Trees [6:30]

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Computers store text (or, at least, English text) as eight bits per character. There are plenty of more efficient ways that could work: so why don't we use them? And how can we fit more text into less space? Let's talk about Huffman coding, Huffman,... Computers store text (or, at least, English text) as eight bits per character. There are plenty of more efficient ways that could work: so why don't we use them? And how can we fit more text into less space? Let's talk about Huffman coding, Huffman trees, and Will Smith.Thanks to the Cambridge Centre for Computing History: http://www.computinghistory.org.uk/ Thanks to Chris Hanel at Support Class for the graphics: http://supportclass.net Filmed by Tomek: https://youtube.com/tomek And thanks to my proofreading team!I'm at http://tomscott.com on Twitter at http://twitter.com/tomscott on Facebook at http://facebook.com/tomscott and on Snapchat and Instagram as tomscottgo

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basis chief part chief thing cold fact core essence essential details essential part focus fundamentals gist hard fact heart of the matter important matter kernel meat meat and potatoes name of the game quintessence reality soul substance the facts the name of the game top exteriority outside exterior fear cowardice foundations nitty gritties surface Basic lame boring basic white girl basic biatch not cool generic uninteresting stupid annoying basic bitch yoga pants uggs iphone apple starbuck pumpkin spice basic bitch basic bro follower typical white girl wannabee basics' artificial intelligence computer technology data processing information technology robotics computer-aided learning computer-aided testing cybernetics information retrieval programming programming languages simulation systems analysis computer science computer sciences Computer Science software engineering happy people hard degrees social death suicide computer science hate sucks college digital logic discrete mathematics algorithms computation CPU abacus analog brain calculator clone laptop mac mainframe microcomputer mini minicomputer adding machine artificial intelligence data processor digital electronic brain micro number cruncher personal computer thinking machine computer electronic calculator pocket calculator totaliser totalizer PDA central processing unit computer unit disk drive floppy disk hard drive hardware magnetic disk microelectronics device modem output device supercomputer tape drive apparatus appliance automaton automobile contraption contrivance engine gadget implement instrument mechanism motor robot thingamabob tool vehicle widget account add add up aggregate amount come count heads count noses count off enumerate estimate figure in figure out include keep tabs numerate reckon run run down run into run to sum take account of tale tally tell tick off total tote tote up computer hardware machine end number guess subtract numbers Computer Computers computers window monitor video games porn myspace music linux windows microsoft free bsd gentoo solaris art discipline education information learning skill system technique branch erudition lore scholarship wisdom body of knowledge disorder disorganization ignorance ability accomplishment address aestheticism capacity civilization class courtesy cultivation delicacy dignity discrimination dress elegance elevation enlightenment experience fashion finish gentility good taste grace improvement kindness manners nobility perception polish politeness practice proficiency refinement savoir-faire science tact training urbanity apprenticeship background book learning brainwashing breeding catechism coaching culture direction drilling edification guidance inculcation indoctrination learnedness literacy nurture pedagogy preparation propagandism proselytism reading rearing schooling study teaching tuition tutelage tutoring bookishness brains intellectuality knowledge letters pedantry savvy scholarliness studiousness advice ammo break chapter and verse clue confidence counsel cue data dirt dope dossier earful illumination info inside story instruction intelligence leak lowdown material message network notice notification orientation propaganda report scoop score tidings tip whole story word accomplishments acquaintance apprehension awareness cognition comprehension consciousness discernment doctrine dogma expertise facts familiarity goods grasp insight judgment know-how light observation philosophy picture power principles recognition substance theory ineptness tactlessness rudeness impoliteness inelegance roughness crudeness bad manners clumsiness hurt harm incompetence coarseness inexperience inability cultures neglect destruction question silence misunderstanding stupidity impotence unbelief weakness inanity SCIENCE! Science xkcd bitches bitck works red rocket. mad scientists evil geniuses frankenstein school sceince scientist scientific method understanding universe astronomy astrology ghost thenamelessghouls papa emeritus papa emeritus ii papa emeritus iii ghost b.c. ghostband Huffman huffman hick booneys hicktown no-where across the bridge h-town cross dat l.h. bridge the hufftown huffmiester. redneck balls funny lolz summarize arrange catalogue classify code collect condense digest order organize tabulate disarrange disorder disorganize disperse enlarge expand lengthen mix up scatter codify Coding coding flat lining cardiac arrest heart attack heart failure death dying doggy style sex ass-pounding anal call of duty video games cod4 xbox live squeezing confining abridgement abstract abstraction clipping compendium compression condensation contraction digest outline precis précis reduction sketch summary syllabus synopsis about-face addition adjustment advance break conversion correction development difference distortion diversification diversity innovation metamorphosis modification modulation mutation novelty permutation reconstruction refinement remodeling reversal revision revolution shift surrogate switch tempering transformation transition transmutation turn turnover variance variation variety vicissitude absorption amassing application assembly centering centralization close attention clustering coalescing combination concern congregation consolidation convergence converging debate deliberation fixing flocking focusing heed intensification massing narrowing need single-mindedness study unity boildown breviary brief concentration conspectus curtailment epitome essence abbreviation augmentation extension expansion increase enlargement abbreviations change bill agreement uniformity dollar similarity sameness stagnation changes scattering division dispersal severance separation parting dryness Compression bartimaeus trilogy jonathan stroud spell djinn forest sapling seedling shrub timber wood hardwood pulp softwood stock topiary woods abduct appropriate arrest bag capture catch cop corner get grab hook lay hands on nab nail prehend secure seize take tree bottle bring to bay collar fool get on ropes have up a tree mousetrap put out trick trouble ancestral tree ancestry bloodline descent family history genealogical chart genealogical tree genealogy heredity line lineage pedigree stemma battleground benchmark bend blaze feature fragment guide hill mark marker memorial milepost milestone monument mountain museum promontory remnant ruins souvenir specimen stone survival trace vantage point vestige waypost annual biennial bush creeper cutting flower grass greenery herb perennial shoot slip sprout vine weed miss fail keep offer give free unfasten lose give up let go misunderstand reject refuse liberate release allow family tree landmark whole landmarks plant animal trees Tree Trees nature cta strong
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