Case Study Questions
Total Page:16
File Type:pdf, Size:1020Kb
Load more
Recommended publications
-
Celebrations Press PO BOX 584 Uwchland, PA 19480
Enjoy the magic of Walt Disney World all year long with Celebrations magazine! Receive 1 year for only $29.99* *U.S. residents only. To order outside the United States, please visit www.celebrationspress.com. Subscribe online at www.celebrationspress.com, or send a check or money order to: Celebrations Press PO BOX 584 Uwchland, PA 19480 Be sure to include your name, mailing address, and email address! If you have any questions about subscribing, you can contact us at [email protected] or visit us online! Cover Photography © Garry Rollins Issue 67 Fall 2019 Welcome to Galaxy’s Edge: 64 A Travellers Guide to Batuu Contents Disney News ............................................................................ 8 Calendar of Events ...........................................................17 The Spooky Side MOUSE VIEWS .........................................................19 74 Guide to the Magic of Walt Disney World by Tim Foster...........................................................................20 Hidden Mickeys by Steve Barrett .....................................................................24 Shutters and Lenses by Mike Billick .........................................................................26 Travel Tips Grrrr! 82 by Michael Renfrow ............................................................36 Hangin’ With the Disney Legends by Jamie Hecker ....................................................................38 Bears of Disney Disney Cuisine by Erik Johnson ....................................................................40 -
DJ Patil [email protected] Former U.S
Contact 650-450-6288 (Work) DJ Patil [email protected] Former U.S. Chief Data Scientist San Francisco Bay Area www.linkedin.com/in/dpatil (LinkedIn) twitter.com/dpatil (Rss) Summary DJ Patil has held a variety of roles in Academia, Industry, and Top Skills Government. Data Science He is Head of Technology for Devoted Health, a Senior Fellow at Machine Learning the Belfer Center at the Harvard Kennedy School, and an Advisor to Public Policy Venrock Partners. Honors-Awards Dr. Patil was appointed by President Obama to be the first U.S. Chief Department of Defense Medal for Distinguished Public Service Data Scientist where his efforts led to the establishment of nearly Young Global Leader 40 Chief Data Officer roles across the Federal government. He The World's 7 Most Powerful Data also established new health care programs including the Precision Scientists Medicine Initiative and the Cancer Moonshot, new criminal justice Gen Flux Cover Story reforms including the Data-Driven Justice and Police Data Initiatives 36 of tech's most powerful disruptors that cover more than 94 million Americans, as well as leading the national data efforts. He also has been active in national security and Publications for his efforts was awarded by Secretary Carter the Department of Use of the Breeding Technique Defense Medal for Distinguished Public Service which the highest to Estimate the Structure of the Analysis “Errors of the Day” honor the department bestows on a civilian. Local Low Dimensionality of Atmospheric Dynamics In industry, he led the product teams at RelateIQ which was acquired Extracting Envelopes of Rossby by Salesforce, was founding board member for Crisis Text Line Wave Packets which works to use new technologies to provide on demand mental Data Driven, Creating a data culture and crisis support, and was a member of the venture firm Greylock Identifying Low Dimensional Nonlinear Behavior In Atmospheric Partners. -
A Framework for Marketing Management, Global Edition
A Framework for Marketing Management This page intentionally left blank A FRamEWORK fOR MaRKETING MaNaGEmENT Sixth Edition Global Edition Philip Kotler Northwestern University Kevin Lane Keller Dartmouth College Boston Columbus Indianapolis New York San Francisco Amsterdam Cape Town Dubai London Madrid Milan Munich Paris Montréal Toronto Delhi Mexico City São Paulo Sydney Hong Kong Seoul Singapore Taipei Tokyo Vice President, Business Publishing: Donna Battista Operations Specialist: Carol Melville Editor-in-Chief: Stephanie Wall Creative Director: Blair Brown Acquisitions Editor: Mark Gaffney Senior Art Director: Janet Slowik Senior Acquisitions Editor, Global Editions: Interior and Cover Designer: Integra Software Steven Jackson Services Pvt Ltd. Development Editor: Elisa Adams Vice President, Director of Digital Strategy & Program Manager Team Lead: Ashley Santora Assessment: Paul Gentile Program Manager: Jennifer Collins Manager of Learning Applications: Paul Deluca Editorial Assistant: Daniel Petrino Digital Editor: Brian Surette Assistant Project Editor, Global Editions: Digital Studio Manager: Diane Lombardo Paromita Banerjee Digital Studio Project Manager: Robin Lazrus Vice President, Product Marketing: Maggie Moylan Digital Studio Project Manager: Alana Coles Director of Marketing, Digital Services and Products: Digital Studio Project Manager: Monique Lawrence Jeanette Koskinas Digital Studio Project Manager: Regina DaSilva Executive Product Marketing Manager: Anne Fahlgren Media Production Manager, Global Editions: Field Marketing Manager: Lenny Ann Raper Vikram Kumar Senior Strategic Marketing Manager: Erin Gardner Full-Service Project Management and Composition: Project Manager Team Lead: Judy Leale Integra Software Services Pvt Ltd. Project Manager: Becca Groves Senior Manufacturing Controller, Global Editions: Trudy Kimber Acknowledgements of third party content appear on the appropriate page within the text, which constitutes an extension of this copyright page. -
Writing Region of the Scholastic Art & Writing Awards Award Recipients - Writing ALLEN, AMIRA
Richmond Art and Writing Region of the Scholastic Art & Writing Awards Award Recipients - Writing ALLEN, AMIRA Amira Allen Age: 15, Grade: 10 School Name: Manchester High School, Midlothian, VA Educator: Rebecca Lynch Category: Poetry The Middle Ground The Middle Ground “You don’t really look like you’re from here,” they say. My hooked nose sells me out. I’m not from here, But I am from rusty dog crates. From broken computers and that one skateboard trick. I am from the apartment whose rent isn’t getting paid, With too many noise complaints to count. I am from the record shop on Cary Street That held my hand as I flipped through plastic sleeves Natural melodies and hard riffs constantly echoed. I’m from snips, snails, and puppy dog tails, Because sugar just isn’t my cup of tea. from Vivian Who always forgets the lyrics, but sings anyway. But also Elizabeth Ann. I still have questions for her, but I don't think I'll ever get my answers. So, When you ask “But where are you actually from?” I might say that I’m from failed attempts to fly and a prick from a spinning wheel I’m from the right to run far away But that doesn’t mean there won’t be hurdles I’m from Henrico, but I’m also from Egypt The middle ground of indifference Where grape leaves and bologna sandwiches can be digested in peace. From the bridges my grandpa built the rules my sister broke On top of an old bookshelf In a Winnie the Pooh box that’s older than me, I am from those around me, and their dreams. -
Flipside the Association of Participating Service Users
Flipside The Association of Participating Service Users PrivAcy confidentialit y anonYmit y No. 39 Autumn 2015 INSIDE Articles and Stories: Art: Editorial Front cover: street art near Balaclava Sarah Lord: Interview Station Poem by Luke Franceschini Back cover: street art in Windsor Edited for Entertainment All other illustrations are photographs of street art around Melbourne taken On the Other Side by APSU. Do No Harm Double Edged Sword In Memoriam Gordon Storey Mayday by Denize Rightly Flipside No.39 Autumn 2015 Editing and layout: Edita Proofreader: Daina Contents: Thanks to those who contributed artwork/photos and to all those who contributed articles, stories and poetry. DISCLAIMER: The views and opinions expressed within Flipside do not necessarily represent the views and opinions of APSU. If you have any original articles, poems or artwork that you would like to see in Flipside you may submit them to: [email protected] or APSU 140 Grange Road Carnegie VIC 3163 phone: (03) 9573 1776 ABN: 18052525948 2 I FLIPSIDE EDITORIAL Privacy is a right protected by law. In Victoria we have the Health Records Act, which protects the privacy of our health information. This is important because prejudices can be formed based on people’s health information and this can preclude people from vital opportunities. In some cases, particularly when there is a history of drug use or mental health issues, breach of privacy is likely to expose the person and their family to stigma, thus affecting their everyday life in a whole range of negative ways. People with history of drug use usually learn quickly to be careful about how open they will be about their history, as it can affect their chances of getting and maintaining employment, housing or relationships. -
The Bestseller Experiment-Writers
!1 Welcome, brave writer… You’ve heard the podcasts, you’ve signed up to the mailing list, you’ve defeated the three-headed dragon at the gates of development hell (entirely optional… most people skip that part) and now you have access to the exclusive Writers’ Vault of Gold, the written repository of the best gems of wisdom from our wonderful guests on the Bestseller Experiment podcast. This book is our gift to you, a magic sword on your hero’s journey, as you too slay your demons of procrastination and goblins of, er, writer’s block* Whatever. It’s a free book full of writing tips from industry experts. Free! And it will continue to update and expand throughout the fifty-two weeks of the Bestseller Experiment challenge. Look out for future weekly summaries by email. You can download the latest version of the eBook at any time — completely free! — using the link on the Writers’ Vault of Gold email when you first subscribed. And if you’ve found this book useful and would like to contribute to the running of the podcast and this project, please visit our page at patreon.com/bestsellerexperiment !2 As supporters, we’ll include your name in a special acknowledgments section at the back of this book. So enjoy these top tips, take what you need from the vault to enrich your story and join us in the Bestseller Experiment Challenge to tell the world your story. *This metaphor is rapidly running out of steam. !3 About the Marks London-based author and screenwriter Mark Stay co-wrote the screenplay for Robot Overlords which became a movie with Sir Ben Kingsley and Gillian Anderson, and premiered at the 58th London Film Festival. -
112 Dance with Me 112 Peaches & Cream 213 Groupie Luv 311
112 DANCE WITH ME 112 PEACHES & CREAM 213 GROUPIE LUV 311 ALL MIXED UP 311 AMBER 311 BEAUTIFUL DISASTER 311 BEYOND THE GRAY SKY 311 CHAMPAGNE 311 CREATURES (FOR A WHILE) 311 DON'T STAY HOME 311 DON'T TREAD ON ME 311 DOWN 311 LOVE SONG 311 PURPOSE ? & THE MYSTERIANS 96 TEARS 1 PLUS 1 CHERRY BOMB 10 M POP MUZIK 10 YEARS WASTELAND 10,000 MANIACS BECAUSE THE NIGHT 10CC I'M NOT IN LOVE 10CC THE THINGS WE DO FOR LOVE 112 FT. SEAN PAUL NA NA NA NA 112 FT. SHYNE IT'S OVER NOW (RADIO EDIT) 12 VOLT SEX HOOK IT UP 1TYM WITHOUT YOU 2 IN A ROOM WIGGLE IT 2 LIVE CREW DAISY DUKES (NO SCHOOL PLAY) 2 LIVE CREW DIRTY NURSERY RHYMES (NO SCHOOL PLAY) 2 LIVE CREW FACE DOWN *** UP (NO SCHOOL PLAY) 2 LIVE CREW ME SO HORNY (NO SCHOOL PLAY) 2 LIVE CREW WE WANT SOME ***** (NO SCHOOL PLAY) 2 PAC 16 ON DEATH ROW 2 PAC 2 OF AMERIKAZ MOST WANTED 2 PAC ALL EYEZ ON ME 2 PAC AND, STILL I LOVE YOU 2 PAC AS THE WORLD TURNS 2 PAC BRENDA'S GOT A BABY 2 PAC CALIFORNIA LOVE (EXTENDED MIX) 2 PAC CALIFORNIA LOVE (NINETY EIGHT) 2 PAC CALIFORNIA LOVE (ORIGINAL VERSION) 2 PAC CAN'T C ME 2 PAC CHANGED MAN 2 PAC CONFESSIONS 2 PAC DEAR MAMA 2 PAC DEATH AROUND THE CORNER 2 PAC DESICATION 2 PAC DO FOR LOVE 2 PAC DON'T GET IT TWISTED 2 PAC GHETTO GOSPEL 2 PAC GHOST 2 PAC GOOD LIFE 2 PAC GOT MY MIND MADE UP 2 PAC HATE THE GAME 2 PAC HEARTZ OF MEN 2 PAC HIT EM UP FT. -
Corpus Antville
Corpus Epistemológico da Investigação Vídeos musicais referenciados pela comunidade Antville entre Junho de 2006 e Junho de 2011 no blogue homónimo www.videos.antville.org Data Título do post 01‐06‐2006 videos at multiple speeds? 01‐06‐2006 music videos based on cars? 01‐06‐2006 can anyone tell me videos with machine guns? 01‐06‐2006 Muse "Supermassive Black Hole" (Dir: Floria Sigismondi) 01‐06‐2006 Skye ‐ "What's Wrong With Me" 01‐06‐2006 Madison "Radiate". Directed by Erin Levendorf 01‐06‐2006 PANASONIC “SHARE THE AIR†VIDEO CONTEST 01‐06‐2006 Number of times 'panasonic' mentioned in last post 01‐06‐2006 Please Panasonic 01‐06‐2006 Paul Oakenfold "FASTER KILL FASTER PUSSYCAT" : Dir. Jake Nava 01‐06‐2006 Presets "Down Down Down" : Dir. Presets + Kim Greenway 01‐06‐2006 Lansing‐Dreiden "A Line You Can Cross" : Dir. 01‐06‐2006 SnowPatrol "You're All I Have" : Dir. 01‐06‐2006 Wolfmother "White Unicorn" : Dir. Kris Moyes? 01‐06‐2006 Fiona Apple ‐ Across The Universe ‐ Director ‐ Paul Thomas Anderson. 02‐06‐2006 Ayumi Hamasaki ‐ Real Me ‐ Director: Ukon Kamimura 02‐06‐2006 They Might Be Giants ‐ "Dallas" d. Asterisk 02‐06‐2006 Bersuit Vergarabat "Sencillamente" 02‐06‐2006 Lily Allen ‐ LDN (epk promo) directed by Ben & Greg 02‐06‐2006 Jamie T 'Sheila' directed by Nima Nourizadeh 02‐06‐2006 Farben Lehre ''Terrorystan'', Director: Marek Gluziñski 02‐06‐2006 Chris And The Other Girls ‐ Lullaby (director: Christian Pitschl, camera: Federico Salvalaio) 02‐06‐2006 Megan Mullins ''Ain't What It Used To Be'' 02‐06‐2006 Mr. -
Follow You Home Free
FREE FOLLOW YOU HOME PDF Mark Edwards | 400 pages | 30 Jun 2015 | Amazon Publishing | 9781503944374 | English | Seattle, United States FOLLOW YOU HOME TAB (ver 5) by Nickelback @ What happens next, as their nightmare continues, is divulged slowly, but suspensefully chapter by short chapter throughout the story culminating in a deadly sometimes disturbing mystery-thriller with one shocker of a twisty ending! Must read more from Mark Edwards. Goodreads helps you keep track of books you want to read. Want to Read saving…. Want to Read Currently Reading Read. Other editions. Enlarge cover. Error rating book. Refresh and try again. Open Preview See a Follow You Home Details if other :. Thanks for telling us about the problem. Return to Book Page. It was supposed to be the trip of a lifetime, a final adventure before settling down. To find their way back to civilisation, they must hike along the tracks through a forest…a haunting journey that ends in unimaginable terror. Back in London, Danie It was supposed to be the trip of a lifetime, a final adventure before settling down. Back in London, Daniel and Laura vow never to talk about what they saw that night. But as they try to fit Follow You Home into their old lives, it becomes clear that their nightmare is just beginning… Follow You Home is a chilling tale of secrets, lies and deadly consequences from the author of 1 bestsellers The Magpies and Because She Loves Me. Get A Copy. Paperback Follow You Home, pages. More Details Original Title. Goodreads Choice Award Nominee for Horror Other Editions Friend Reviews. -
Downtown TKTS Booth Quietly Closes by Julianne Cuba Bigwigs at Stage-Advocacy Group Have Declined to Where It Wasn’T on and Off Broadway
INSIDE: GET THE RIGHT RESULTS WITH OUR CLASSIFIEDS SECTION Yo u r World — Yo u r News BrooklynPaper.com • (718) 260–2500 • Brooklyn, NY • ©2018 Serving Brownstone Brooklyn, Sunset Park, Williamsburg & Greenpoint 18 pages • Vol. 41, No. 38 • September 21–27, 2018 • FREE TROUBLED BRIDGE Squibb span to Brooklyn Bridge Park has no reopening date By Julianne Cuba Now, Arup workers must think up de- Brooklyn Paper sign tweaks to again shore up the once Brooklyn Heights residents should notoriously bouncy span before park- not hold their breath waiting for the goers can set foot on it, a multi-step serpentine Squibb Bridge to Brooklyn project that Landau said would likely Bridge Park to reopen following its sud- drag on for an indeterminate amount den July closure, because the problem of time since the firm’s initial assess- meadow leaders claimed was a single ment of the bridge’s recent damage took faulty piece of wood is actually a far big- longer than planned. ger structural flaw, the stewards said. “It took us a lot longer to do the test- “I cannot give anybody a timeline as ing than we hoped, and it will take lon- to how long it will take,” said Eric Lan- ger for us to design the appropriate so- dau, head of the semi-private Brooklyn lution than you would like it to take,” Bridge Park Corporation, which main- he said. tains the green space. “Sadly, that one The water damage is a particularly piece that showed visual signs of prob- bedeviling problem because the wood lems is not the only piece where we used to build the $4-million, taxpayer- have deterioration.” funded footbridge — black locust — Park keepers shuttered the zig-zag- is supposed to withstand heavy mois- ging crossing from Middagh Street’s ture, according to Landau. -
Program & Guest List
❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖ ❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖ ❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖ ❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖ ❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖ ❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖ ❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖ ❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖ ❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖ ❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖ ❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖ ❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖ ❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖ ❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖ ❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖ ❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖ ❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖ ❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖ ❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖ ❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖ ❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖❖ -
Career Readiness- Data Science (Pdf)
Introduction A STEM career such as data science can appeal to some because it combines skills from complex systems, math, computer science, and statistics. As said by NYU professor Vasant Dhar, “Data science is the study of the generalizable extraction of knowledge from data.”*(1) In other words, it can analyze and make predictions based on both quantitative and qualitative data. Prerequisites for Success in Data Science As said earlier, data science combines skills from complex systems, math, computer science, and statistics. For the math portion, that usually requires standard calculus. The rest would be learned from earning a bachelor’s degree in the subject. Considering that it’s a job high in demand, many people also get a masters degree or even a PhD. Students Graduating from the University of California, Berkely, One of America's Top Data Science Programs*(2) More specifically, there’s certain skills and attributes that will be exercised and later become vital to a fruitful career in data science. Master’s in Data Science, a division of 2U Inc, has condensed this down to a simple list*(3), including: ● Programming ● Machine Learning Techniques ● Data Visualization and Reporting ● Risk Analysis ● Statistical Analysis and Math ● Effective Communication ● Software Engineering Skills ● Data Mining, Cleaning, and Munging ● Research ● Big Data Platforms ● Cloud Tools ● Data Warehousing and Structures People in data science must be curious, self-assured, and inventive. To prove this, Lisa Qian, a Data Scientist for Airbnb, says,”Successful data scientists have a strong technical background, but the best data scientists also have great intuition about data.