Our documentary connects effectively with its supporting media through consistent tone and messaging. The newspaper advertisement depicts the main subject alone in dull colors surrounded by vibrant crowds, symbolizing isolation. It uses long exposures to show crowds ignoring problems faced by homosexuals. The radio advertisement uses intense music and negative one-liners from society to grab attention. While more intense than the documentary, this promotes the controversial topic. Overall, the products represent homosexuals in a negative light and society's repressive views, linking them through consistent themes and Channel 4 style.
Money can’t buy happiness and it certainly can’t buy a stronger career path.Erin D. Bush
A recent LinkedIn study found that out of over 10,000 workers polled, only about half of them accepted a new job because of better pay, opting instead for long term advancement opportunities.
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Explore our comprehensive data analysis project presentation on predicting product ad campaign performance. Learn how data-driven insights can optimize your marketing strategies and enhance campaign effectiveness. Perfect for professionals and students looking to understand the power of data analysis in advertising. for more details visit: https://bostoninstituteofanalytics.org/data-science-and-artificial-intelligence/
Techniques to optimize the pagerank algorithm usually fall in two categories. One is to try reducing the work per iteration, and the other is to try reducing the number of iterations. These goals are often at odds with one another. Skipping computation on vertices which have already converged has the potential to save iteration time. Skipping in-identical vertices, with the same in-links, helps reduce duplicate computations and thus could help reduce iteration time. Road networks often have chains which can be short-circuited before pagerank computation to improve performance. Final ranks of chain nodes can be easily calculated. This could reduce both the iteration time, and the number of iterations. If a graph has no dangling nodes, pagerank of each strongly connected component can be computed in topological order. This could help reduce the iteration time, no. of iterations, and also enable multi-iteration concurrency in pagerank computation. The combination of all of the above methods is the STICD algorithm. [sticd] For dynamic graphs, unchanged components whose ranks are unaffected can be skipped altogether.
Opendatabay - Open Data Marketplace.pptxOpendatabay
Opendatabay.com unlocks the power of data for everyone. Open Data Marketplace fosters a collaborative hub for data enthusiasts to explore, share, and contribute to a vast collection of datasets.
First ever open hub for data enthusiasts to collaborate and innovate. A platform to explore, share, and contribute to a vast collection of datasets. Through robust quality control and innovative technologies like blockchain verification, opendatabay ensures the authenticity and reliability of datasets, empowering users to make data-driven decisions with confidence. Leverage cutting-edge AI technologies to enhance the data exploration, analysis, and discovery experience.
From intelligent search and recommendations to automated data productisation and quotation, Opendatabay AI-driven features streamline the data workflow. Finding the data you need shouldn't be a complex. Opendatabay simplifies the data acquisition process with an intuitive interface and robust search tools. Effortlessly explore, discover, and access the data you need, allowing you to focus on extracting valuable insights. Opendatabay breaks new ground with a dedicated, AI-generated, synthetic datasets.
Leverage these privacy-preserving datasets for training and testing AI models without compromising sensitive information. Opendatabay prioritizes transparency by providing detailed metadata, provenance information, and usage guidelines for each dataset, ensuring users have a comprehensive understanding of the data they're working with. By leveraging a powerful combination of distributed ledger technology and rigorous third-party audits Opendatabay ensures the authenticity and reliability of every dataset. Security is at the core of Opendatabay. Marketplace implements stringent security measures, including encryption, access controls, and regular vulnerability assessments, to safeguard your data and protect your privacy.
As Europe's leading economic powerhouse and the fourth-largest hashtag#economy globally, Germany stands at the forefront of innovation and industrial might. Renowned for its precision engineering and high-tech sectors, Germany's economic structure is heavily supported by a robust service industry, accounting for approximately 68% of its GDP. This economic clout and strategic geopolitical stance position Germany as a focal point in the global cyber threat landscape.
In the face of escalating global tensions, particularly those emanating from geopolitical disputes with nations like hashtag#Russia and hashtag#China, hashtag#Germany has witnessed a significant uptick in targeted cyber operations. Our analysis indicates a marked increase in hashtag#cyberattack sophistication aimed at critical infrastructure and key industrial sectors. These attacks range from ransomware campaigns to hashtag#AdvancedPersistentThreats (hashtag#APTs), threatening national security and business integrity.
🔑 Key findings include:
🔍 Increased frequency and complexity of cyber threats.
🔍 Escalation of state-sponsored and criminally motivated cyber operations.
🔍 Active dark web exchanges of malicious tools and tactics.
Our comprehensive report delves into these challenges, using a blend of open-source and proprietary data collection techniques. By monitoring activity on critical networks and analyzing attack patterns, our team provides a detailed overview of the threats facing German entities.
This report aims to equip stakeholders across public and private sectors with the knowledge to enhance their defensive strategies, reduce exposure to cyber risks, and reinforce Germany's resilience against cyber threats.
Chatty Kathy - UNC Bootcamp Final Project Presentation - Final Version - 5.23...John Andrews
SlideShare Description for "Chatty Kathy - UNC Bootcamp Final Project Presentation"
Title: Chatty Kathy: Enhancing Physical Activity Among Older Adults
Description:
Discover how Chatty Kathy, an innovative project developed at the UNC Bootcamp, aims to tackle the challenge of low physical activity among older adults. Our AI-driven solution uses peer interaction to boost and sustain exercise levels, significantly improving health outcomes. This presentation covers our problem statement, the rationale behind Chatty Kathy, synthetic data and persona creation, model performance metrics, a visual demonstration of the project, and potential future developments. Join us for an insightful Q&A session to explore the potential of this groundbreaking project.
Project Team: Jay Requarth, Jana Avery, John Andrews, Dr. Dick Davis II, Nee Buntoum, Nam Yeongjin & Mat Nicholas
Levelwise PageRank with Loop-Based Dead End Handling Strategy : SHORT REPORT ...Subhajit Sahu
Abstract — Levelwise PageRank is an alternative method of PageRank computation which decomposes the input graph into a directed acyclic block-graph of strongly connected components, and processes them in topological order, one level at a time. This enables calculation for ranks in a distributed fashion without per-iteration communication, unlike the standard method where all vertices are processed in each iteration. It however comes with a precondition of the absence of dead ends in the input graph. Here, the native non-distributed performance of Levelwise PageRank was compared against Monolithic PageRank on a CPU as well as a GPU. To ensure a fair comparison, Monolithic PageRank was also performed on a graph where vertices were split by components. Results indicate that Levelwise PageRank is about as fast as Monolithic PageRank on the CPU, but quite a bit slower on the GPU. Slowdown on the GPU is likely caused by a large submission of small workloads, and expected to be non-issue when the computation is performed on massive graphs.
1. How effective is the combination of your main product and ancillary text?
Our documentaryisbasedonthe style of a Channel 4 Dispatchestype documentary,thismeansthat
throughour researchwe have foundthatthere are a few key conventionsthatseemto feature
regularlyformanydocumentariesmade byChannel 4.These includethingssuchasa shocking
theme,the slightlybiasview ontopicstomake themseemshockingandawillingnesstoexplore
controversial ideas.
One way inwhichwe connectedourdocumentarytoitssupportingmediawasthroughtone thatwe
usedwhencreatingourmediaproductsthiswasbecause we hada veryserioustone throughoutall
of thembecause thiswould meantheywouldbe similartoDispatches andwe didthisina few ways.
One way wasthroughthe type of usedmusicforour documentaryandfor our radioadvertto
conveythatit was notlightheartedandit wasto be takenseriously;thiswasbecause all of the
musicthat we includedforourradioadvert was very‘inyourface’and intense musicandthismade
twoeffectsbecause itgrabbedthe attentionof the passive audience butitalsomade ithave an
effectivetone.Thiswasthentransferredtoourdocumentarybecause ourdocumentaryusedsubtle
backingmusicso that our documentaryflowedbetterbutthe type of musicthat we usedcreateda
certaineffect.Thiswasbecause atthe start the musiccreateda sense of reflectionandafterthe title
screenthe musicthenchangesbut mooddoesnot.Once the interview startsthere isasilence in
backingmusic,thisthencreatesthe same effectof havingseriouslytonedmusicbecause itreally
makesthe audience tofocusinon the interview. Italsomade an indirecteffect,thisbeingthat
because there wasa lackof no diegeticsoundwhenDeanisspeaking,itsymbolisesthathe isalso
alone andthat he is a minoritywhichisthe message we alsoconveyinthe wordsthatDeanspeaks
and itis alsoone message thatwe are tryingto putacross in our documentary asa whole.
Our documentaryalsoconnectswell withournewspaperadverteventhoughthe advertisone still
image.Thisisbecause we have usedlightingtoconveythe same message,the message beingthat
some homosexualsare almostseparatedfromsociety andthisisshowninanegative way.Inthe
interview we have usedclose upshotsof Deanthat isso that all of the shotis takenupby him, we
have darkenedthisveryslightlysothatit still seemsrealisticbutalsotoshow Dean ina negative
light.We have done the same but more effectivelyonthe advertbecause itismeantto be more
shockingtoget the attentionof the audience. Alsothe factthathe is still couldalsoimplythathe is
withholdingasecret because
A wayin whichall of our mediaproductsconnectandthiswas veryeffectivewasthe representation
of society.Thiswasdone inourradio advertbyhavingmultiple peoplereadoutcomments(mostly
negative) andthenwe playedthemone afteranothertoformthe effectof multiple people(Society)
sayingnegative things(society’sopinion).Thiswasalsodone inournewspaperadvertby adding
multiple peoplewithinthe shot,thiswasbecause the original shotonlyincludedacouple of people
so we addedmore fromothershotswe took;thiscombinedwiththe factthat we have takenlong
exposure shotsfurtherempathisesthe factthatthere are multiple people.Finallyinour
documentary we have made itso that we include alotof shotsthat show society,forexampleat
2:53 we have takeninspirationfromEducatingYorkshireandsetupa camera in a window of a class
room to filmthe studentsintheirnatural andnotactingways; thisinitially conveysthe true
representationof society butinfactwe have beenverycareful inthe shotthat we selectedbecause
it isof kidsmessingaboutwhichconveysthe immaturityof youngpeople.
2. All thismeansisthat our supportingmediaconnectswithourdocumentaryeffectivelybecausethey
all representhomosexualsinthe same wayandthe tone throughoutis consistentwhichyouwould
expectfroma professional companysuchas Channel 4.
Anotherwayinwhichall of ourproducts linktogetheristhe use of ourtitle thatwe have forour
documentarywhichis“The secretsof Homosexuality”.Thislinksall of the productstogether
because itisone of the mainparts of our newspaperadvertbecauseittakesupmostof the bottom
of the advertso thatit isalmostin the face of the audience,italsoappearstwice inour
documentary once forour title screenandonce at the endof the whole productandit isstatedin
the narrationof our documentary andalsoof our radioadvertscript. Furthermore,forourvisual
representationsof the title,itisall done inthe style of Channel 4because we have usedtheirfont
whichfurtherconnectsall of our mediaproducts.
Newspaperadvert
A strengthof our newspaperadvertisthatwe have usednotjustcolour butalsolack of colour to
create an effectonthe single image torepresentwhatwe are talkingaboutinourdocumentary.
Thisis because Deanisnearlycolourlessandwe have dulleddownanycolour,thisrepresentshimin
a negative andsadway; thiseffectisfurtherempathisedbythe factthatthe surroundingsof Dean
such as the people andthe buildingsare full of colourandthe colouris editedsotheyseemmore
colourful. Thisisfurtherempathisedinourdocumentarybecauseinthe close upsof Deanwe have
loweredthe lightingslightly,thiseffectstilllooksnatural becauseitisina documentarybutitalso
givesthe same effect. Thisisthe anti-stereotype of homosexualsbecause theyare viewedina
‘happy’and‘colourful’waytypicallybuthere we are tryingto putacross the true representationof
homosexualsandespeciallyhowsocietyviewsthemwhichisin a verynegative way.
To furtherthispointwe have alsomade the shot a longexposure shot,thismeansthatthe camera’s
shutterspeedislengthenedsothatthe filterinthe digital cameraisexposedtomore light,whatthis
doesisthat it gives the movingobjectswithinthe image ablurredeffect.Thismeansthatthe public
inthe photoisgivenanaction shotbecause theyare seenas moving.Thiseffectgivesthe
impressionof the publicpassingbyDeanandignoringhim whichsymbolisesthatthe publicare
ignoringthe problemsthathomosexualsare facing;furthermore,the factthatthe publicare seenas
passingina still image itsymbolisesthatitisa longongoingproblembecause time isflyingbyinthe
image forthe publicandnotthe individual.
We have alsostuckto the correct conventionsof aChannel 4style newspaperadvert,thisisbecause
we have includedthe Channel 4logo,fontandcompositionthatyouwouldsee onanofficial
Channel 4 newspaperadvert.Thiswasbecause we haddone furtherresearchintryingtomake the
advertas professionalaspossible,andwe have alsofoundthe correctChannel 4 fontso that we
coulduse it onthe advert.Thisisgood because itmakes the advertseemmore professionalbutit
alsolinkswiththe house style of all of ourmediaproductsbecause we have usedthe same fontfor
our documentarytitle screens,theyare alsoina verysimilarposition,showingconsistencyandthis
alsomakesthemmore effectivebecause the audience isuse towhattheyare seeing.
A weaknessof ournewspaperadvertisthatDeanisrightin frontof the camera andthe crowdare
all behindhim,whichwasbecause if Deanwasfurtherbehindinthe camerashot,the camerawould
not have beenable focusinonhimand therefore itwould nothave beenable totake the shot.This
isa slightweaknessbecause if Deanwasfurtherinthe backgroundof the shotand there hadbeen
more people withinthe crowdthenitwouldhave furtherempathisedthe factthatDeanis onlyan
individualandhe issurroundedbythe whole crowdthatsymbolisessocietyrepressinghim.If Iwere
3. to make a small change to thisnewspaperadvertIwouldspendmore time tryingtogetroundthe
fact that Deanis notin the backgroundand fullysurroundedbecause thiswouldhave further
empathisedthe effect,butIwouldalsomake sure thatit doesnotruinthe effectcreated.
Radio advert
A strengthof our radioadvertis thatwe have startedandabout half waythroughwe have included
lotsof diegeticsoundof a populationsayingone linersthatseemnegative,the firstsetisof non-
homosexualsandthe secondsetisof what homosexualswouldthink.Thisisgoodbecause the
people speakingsymbolisesthe viewof societybutinashort snippetthatwe included,andwhatthe
people were sayingisrepresentingthe view of the society;thisthenworkswell withthe newspaper
advertbecause theyare usingthe same effectbutisshownina differentway.
Withthe radioadvertbeingasintense asitis,thisis a small weakness becauseourdocumentaryis
not as intense asbothof our ancillaries.Thisisbecause inourradioadvertyouare met withlotsof
derogatoryone linerswithpowerful backingmusicmakingitaveryseemintense butalsothe fact
that itis verynegative.Thisisthe same effectforournewspaperadvertbecauseitisshowingDean
ina dark lightandsocietyina positive lightshowsthatitisall veryagainstDean whichisa negative
message beingputacross.But ourdocumentaryisnot as intense anditis not extremelynegative,
althoughitdoeshave a negative overallmessage,whichmaybe seenasa small weakness.Onthe
otherhand youcouldsay that,because the ancillarytasksare all promotional piecesof mediathat
theyshouldbe more controversial andmore negativethanthe mainproduct otherwise people
won’tbe persuadedtowatchthe documentary.