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Time-series and Deep Learning models: A Capstone Project with Massachusetts Institute of Technology

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What is a Capstone Project?

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Updated December 6, 2022 · 2 Min Read

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Are you ready to discover your college program?

If you are nearing the end of your undergraduate or graduate program, your advisor may be talking to you about your Capstone Project. His earnest expression and determined attitude may lead you to believe that this is an important event. What is a capstone experience and why do so many degree programs require it?

The Glossary of Educational Reform defines it this way: "It is a multi-faceted project that serves as a culminating academic and intellectual experience for students." Sometimes capstones are required of high school students, but they are usually mentioned in the context of post-secondary education. It is similar to a thesis, but usually results not only in a report, but in a product, a performance or in giving a presentation.

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What is Involved in a Capstone?

Capstone experiences may take many forms. Sometimes it is just a series of advanced courses and a comprehensive exam. Most often, though, schools intend for students to complete a project.

The first aspect of the capstone experience is to choose a premise or topic. EHow.com says the worst topics for capstones, as reported by college advisors in business,are those that require a lot of statistical analysis and that involve complex concepts that listeners find hard to grasp. Regardless of the subject, though, the best projects involve application of a principle, not just exploration of a proposition.

You will have to submit a proposal to your advisor or to a board of advisors. This proposal, which is approximately forty pages or more, will give an introduction to your project. Next, it will delineate the existing theories and state your hypothesis. The paper will give a review of the literature you intend to read in researching the proposal and detail your research methodology. It will also include alternate proposals in the event the one you present is not accepted.

Once your proposal is accepted, you will begin researching the subject. This may involve just reading literature on the subject and assimilating the findings, but it could also mean doing actual individual research. Capstone experiences are labor and time intensive. They are usually listed in the academic catalog as courses for which you receive credit and which last from a semester to a year.

Why Schools Assign Capstones

Although the projects do showcase your educational accomplishments, they are more about demonstrating that you know how to learn. They are intended to encourage students to use the critical thinking skills they have acquired through their degree programs to solve problems.

Schools also want to see their graduates develop and use public speaking skills. Writing proficiency plays a great part in the assignments because the presentation must usually be accompanied by a portfolio that details the steps you took to reach your conclusion or to create your product. The projects come in the last part of your degree program, so they increase your motivation at a time when you may be dealing with "senior slump," and they force you to become engaged in your discipline.

The traditional definition for capstone is a final "crowning" and protective stone laid at the top of an exterior wall. That definition, applied to your education, portrays the capstone experience as the final crowning moment of your education. A Capstone Project is that stone, on the outside wall, seen by everyone, that shows you have completed the monumental task of earning your degree.

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Published internationally by literary giant Bonnier in 2016, Nomad introduced audiences to Dane, an MI6 field agent at home behind a computer screen, one step away from the action. When a brutal attack on his team leaves Marc as the only survivor—and with the shocking knowledge that there are traitors inside MI6—he’s forced onto the front lines.

Nomad is being fast-tracked, with Capstone currently out to writers for the screenplay adaption. Christian Mercuri and Head of Production Joe Gatta will produce for Capstone, alongside David Haring (The Guilty, Bill & Ted Face the Music). In addition to Nomad, the Marc Dane series features novels including Exile, Ghost, Rough Air, Shadow, Rogue and Outlaw. Books in the series have topped multiple bestseller lists, including at The Irish Times and Amazon, and received multiple nominations for the Wilbur Smith Adventure Writing Prize.

“I had a very specific creative vision when I wrote the Marc Dane series. The enormously talented team at Capstone understand and share this desire to bring a relatable, everyman action hero to the big screen, and are the perfect partner for these high-tech, high-octane thrillers,” said Swallow. “The stories, with their breakneck pace and beautiful locations, really lend themselves to feature film adaptation – they will be unstoppable in the visual medium.”

“Everyone at Capstone is excited to start building a feature film franchise based on James Swallow’s bestselling book series,” said Gatta. “Producing these

RAI Cinema Exec Paola Malanga To Head Rome Film Festival Following Political Shake-Up

Nick Vivarelli International CorrespondentThe Rome Film Festival is under new management following a political shake-up that has led to the appointment of RAI Cinema executive Paola Malanga as the fest’s artistic director and Gian Luca Farinelli, who heads the Bologna film archives, as president.Malanga, who was appointed late on Tuesday, replaces Antonio Monda, the New York based journalist and film academic who during his seven-year stint at the helm of the event secured a steady stream of high-caliber guests such as Quentin Tarantino, Tim Burton and Angelina Jolie, to mention a few names on the Rome red carpet at last year’s edition.Farinelli –– who has been appointed president of the Cinema Per Roma foundation that oversees the Rome fest –– takes the reins from Laura Delli Colli, a prominent film journo and critic who remains on the foundation’s board. The new Rome fest regime was prompted by the election last October of new Rome mayor Roberto Gualtieri.The Eternal City extravaganza, which is the brainchild of former Rome mayor Walter Veltroni, has been undergoing management shake-ups due to Italy’s political spoils system ever since its launch in 2006 with Nicole Kidman on the red carpet and ambitions to rival Venice.While Delli Colli exited gracefully, Monda’s departure has been a bit more acrimonious.

The Gaslight Anthem announce their first UK and Ireland tour dates in four years

The Gaslight Anthem have announced their first UK and Ireland headline tour dates in four years – you can buy tickets to the UK gigs here when they go on sale later this week.The New Jersey band announced their return to action last week, with frontman Brian Fallon telling fans: “I am very pleased to announce to you all that The Gaslight Anthem is returning to full time status as a band.“We’re also beginning to write new songs for what will be our sixth LP. We’re looking forward to the future and seeing you all again.

UCB Theatre To Reopen; Comedy Brand Acquired By Mosaic Founder Jimmy Miller & Former Onion CEO-Owner Mike McAvoy

EXCLUSIVE: The UCB Theatre is coming back as Mosaic founder Jimmy Miller and former CEO/Owner of The Onion Mike McAvoy have acquired the legendary comedy brand with the financial support from Elysian Park Ventures.

Sharon Horgan’s Dark Comedy Series For Apple TV+ Reveals Title, Cast & First-Look Image

Sharon Horgan’s first series for Apple TV+, an adapting of the Belgian version of Clan, will be titled Bad Sisters. The previously untitled project, co-written, executive produced by and starring Horgan (Catastrophe, Shining Vale), also announced Anne-Marie Duff (Suffragette), Eva Birthistle (Brooklyn), Sarah Greene (Frank of Ireland) and Eve Hewson (Behind her Eyes) as Horgan’s co-leads and released a first-look image of the quintet as the title characters (above).

Eva Longoria would be the ‘first to sign up’ for a ‘Desperate Housewives’ reboot

Eva Longoria is ready for a walk down to Wisteria Lane —see what we did there? The actress and businesswoman recently spoke about the possibility of bringing back Desperate Housewives ten years after its season finale.Longoria, who portrayed Gabrielle Solis in the comedy-drama and mystery television series created by Marc Cherry, revealed that she would be the “first to sign up’” for a Desperate Housewives reboot. “Believe me, I would be the first to sign up,” Eva said during an appearance on GoodDay New York, “like, I’m already on Wisteria Lane, and I’d be like ‘sign me up.’” According to Eva, although she is down, Cherry isn’t as interested.

Reese Witherspoon to produce Dolly Parton film after Hello Sunshine acquires novel rights

Dolly Parton could once again come to the big screen with the help of Reese Witherspoon. The "9 to 5" singer and actress, 76, has secured a deal with Witherspoon’s production studio Hello Sunshine to adapt Parton’s novel, "Run, Rose Run," into a film centered on the best-seller that Parton co-wrote with James Patterson.

Dolly Parton to star in film adaptation of her novel ‘Run, Rose, Run’

Dolly Parton will star in the film adaptation of Run, Rose, Run, the novel she co-wrote with author James Patterson.Following the book’s release last month, along with a companion album of the same name, the singer has announced she’ll produce a film adaptation alongside Patterson for Reese Witherspoon’s media company Hello Sunshine.Witherspoon will also be a producer on the project alongside Hello Sunshine’s president of film and television, Lauren Neustadter.“Growing up in Nashville, I’ve loved Dolly since the moment I heard her magical voice and saw her luminous personality shine onstage,” Witherspoon said. “Beyond her magnetic presence as an artist and performer, she is one of the greatest songwriters and storytellers of our time.

Eva Longoria Says She Would Be ‘First To Sign Up’ For ‘Desperate Housewives’ Revival

If a “Desperate Housewives” reboot ever happens, Eva Longoria will be the first one back on the set.

Reese Witherspoon acquires film rights to Dolly Parton novel

NEW YORK -- With some support from her friend Reese Witherspoon, Dolly Parton is looking to be a movie star again.Parton is teaming with Witherspoon's Hello Sunshine media company for an adaptation of the best-selling novel she co-wrote with James Patterson, “Run, Rose Run.” Published in early March, the Nashville-based book centers on a bond between an aspiring country singer and a retired country superstar, a character Parton has said during media interviews that she was anxious to play on film."James and I love Reese and look forward to working with her and her wonderful team,” Parton said in a statement Monday.Witherspoon, who grew up in Nashville and won an Oscar for playing country great June Carter Cash in “Walk the Line,” said in a statement that Parton had long been one of her idols.“Dolly Parton is not only an icon to me, but a true inspiration to women and girls everywhere,” Witherspoon said. "My admiration for her grew to even greater heights when reading ‘Run, Rose, Run,’ a gripping and heartbreaking book I couldn’t put down.

Dolly Parton, James Patterson, Reese Witherspoon Team on Film Adaptation of ‘Run, Rose, Run’

Brent Lang Executive Editor of Film and MediaDolly Parton will return to the big screen in an upcoming feature film adaption of “Run, Rose, Run.” The movie is based on a novel that Parton co-wrote with James Patterson. The pair will produce the feature film for Hello Sunshine. Its founder Reese Witherspoon will also produce the movie along with Hello Sunshine’s President of Film and Television Lauren Neustadter.“Run, Rose, Run” was published this month and topped The New York Times bestseller list.

Musical about the making of the film 'Jaws' finds its star

NEW YORK -- The stage musical about the making of the classic film “Jaws” has speared its leading man — Jarrod Spector.Tony-nominated Spector, whose Broadway credits include “Beautiful: The Carole King Musical” and “The Cher Show,” will play Steven Spielberg in “Bruce.”“Bruce,” based on "Jaws" screenwriter Carl Gottlieb’s 1975 memoir “The Jaws Log,” will premiere at Seattle Rep, with previews beginning May 27 and an opening night set for June 8. It is named after the nickname given to the 25-foot mechanical Great White Shark stars of “Jaws.”The musical centers on a young Spielberg facing poor weather, dangerous water, hostile locals, an exploding budget, endless delays and a highly dysfunctional Bruce to make “Jaws.”In a statement, Spector said it is a “real honor to portray perhaps the foremost genius in all of filmmaking” and that the musical is “about the group of brilliant artists who stared down every obstacle imaginable to somehow emerge with this genre-defying masterpiece.

Aaron Magnani Developing Film Adaptation Of Walker Percy Novel ‘The Second Coming’; Peter Arneson Set As Screenwriter

EXCLUSIVE: Aaron Magnani has optioned screen rights to Walker Percy’s New York Times bestseller The Second Coming, with plans to develop the novel for film.

‘Sunny Song Will Never Be Famous’: Seoul Street Developing Suzanne Park Novel As Feature Pic

EXCLUSIVE: Seoul Street is adapting Suzanne Park’s best-selling novel Sunny Song Will Never Be Famous for the big screen.

Filmmaker Alexandra McGuinness Sets ‘Lucia’ As Next Project; Esme Creed-Miles To Star In Drama About James Joyce’s Daughter

EXCLUSIVE: Irish filmmaker Alexandra McGuinness (She’s Missing) has set the film Lucia, about James Joyce’s daughter of the same name, as her next project, with Esme Creed-Miles (Amazon’s Hanna) signing on to star.

Belfast wins Outstanding British Film award at this year's BAFTAs

MC5 announce first album in over 50 years and US tour dates

MC5 have announced their first album in over 50 years and a series of US tour dates.The band took to Instagram earlier today (March 9) to post a video, which you can view below, featuring old footage of the punk veterans and a snippet of the album’s title track ‘Heavy Lifting’. The song also features Rage Against The Machine‘s Tom Morello.MC5 have reformed with original member Wayne Kramer, Pollo Elastica’s Brad Brooks, Stephen Perkins (Jane’s Addiction), Vicki Randle (Mavis Staples) and guitarist Stevie Salas.The new LP, which is due to drop later this year, will be the band’s first proper studio effort since 1971’s ‘High Time’ and sees Kramer collaborating with Morello, Kesha, Jill Sobule, Tim McIlrath, and Alejandro Escovedo.The band will also hit the road for a US tour in May, dates for which you can view below.A post shared by MC5 (@mc5alive)Tickets for the shows will go on sale this Friday (March 11) and further information is available via Kramer’s Facebook page here.Meanwhile, MC5 were recently nominated for this year’s Rock & Roll Hall Of Fame alongside Eminem, Kate Bush, Beck, Eurythmics, Duran Duran, Dolly Parton, Lionel Richie, Rage Against The Machine, A Tribe Called Quest, Carly Simon, Judas Priest, Fela Kuti, New York Dolls, Dionne Warwick, DEVO and Pat Benatar.It is the Detroit rockers’ sixth nomination over the years ahead of the final shortlist in May.A body of more than 1,000 artists, industry members and historians will help decide which five acts out of the 17 will progress into the final round of induction consideration.

Vertical Entertainment Acquires ‘The Walk’ Starring Justin Chatwin and Terrence Howard — Film News in Brief

Angelique Jackson Vertical Entertainment has acquired North American rights to distribute “The Walk,” which tells the story of the court-ordered forced integration of the Boston School System in the 1970s.The film, starring Justin Chatwin and Terrence Howard, will be released in theaters and digitally on June 10.“The Walk” follows Bill Coughlin (Chatwin, pictured above), a Boston Irish cop, who must contend with social pressure and bigotry in his neighborhood and within the police force after being assigned to protect Black students bused into the all-white South Boston High. The plot chronicles the political and social fallout following the court’s 1974 decision, which resulted in brutal violence and city-wide protests, as three stories collide during the fateful first day of school.

James Wolk Joins George Clooney’s Adaptation Of ‘The Boys In The Boat’ For MGM

EXCLUSIVE: James Wolk is set to jon the cast of MGM’s adaptation of The Boys In The Boat. He joins an ensemble that already includes Callum Turner, Joel Edgerton, Jack Mulhern, Sam Strike, Luke Slattery, Thomas Elms, Tom Varey, Bruce Herbelin-Earle, Wil Coban and Hadley Robinson.

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Time-series and Deep Learning models: A Capstone Project with Massachusetts Institute of
In the past few months, we have been collaborating on a machine learning and deep learning Capstone Project with Massachusetts Institute of Technology (MIT)'s Master of Business Analytics: as we
Senior Capstone Project
How to create a senior capstone project? The senior capstone project is a work that is independently planned and implemented by students. Senior Capstone Project by CapstoneWriting is rated 4.7/5 based on 69 customer reviews
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Capstone Project solutions offers a full suite of project services across a multitude of industries. Capstone-on-Demand gives you the ability to fill resource gaps as they happen
Recycled Paper Projects
Capstone Interactive eBook Price: $39.99. more from this series. Upcycled Plastic Projects · Big-Time Football Records · Big-Time Extreme Sports Records
What Is A Capstone Project?
If you are nearing the end of your undergraduate or graduate program, your advisor may be talking to you about your Capstone Project. His earnest expression and determined attitude may lead you to believe that this is an important event
Capstone Acquires Film Rights To ‘Marc Dane' Novel Series By James Swallow; Developing
Capstone has acquired the film rights to James Swallow's 'Marc Dane' novel ▹ All details on the site popstar.one. Christian Mercuri and Head of Production Joe Gatta will produce for Capstone