Tag: code

  • Unlock High-Impact Machine Learning Projects with Source Code for MBA Project

    Unlock High-Impact Machine Learning Projects with Source Code for MBA Project

    Machine learning is the new trend which is transforming how the business world makes decisions. For MBA students, who are integrating the machine learning projects with source code into final year project work would be adding a real value and to differentiate their profile in placements or higher studies.

    Why MBA Students Should Explore Machine Learning Projects?

    Unlike computer science students, MBA students mainly focus on solving business problems. Still, machine learning opens doors to:

    • Marketing – Customer churn prediction, recommendation engines
    • Finance – Fraud detection, risk scoring, stock price forecasting
    • HR – Employee attrition prediction, talent acquisition analytics
    • Operations – Demand forecasting, supply chain optimization

    Working on machine learning projects for final year, MBA students would be bridging their gap between management and technology.

    Where to Find Machine Learning Projects with Source Code?

    1. Machine Learning Projects Kaggle

    Kaggle offers real-world datasets and pre-built models. For MBA projects, students can explore:

    • Sales forecasting
    • Retail Customer churn
    • Social media analysis and Brand sentiment.

    2. Machine Learning Projects GitHub

    GitHub repositories contain ready-to-use machine learning projects with source code. Mba Final year students can download them, customize datasets, and align them with their final year project theme.

    Best Machine Learning Project Ideas for MBA Final Year

    Marketing Analytics

    • Customer segmentation using K-Means on Fitness Centre
    • Customer Churn on local restaurant
    • Sentiment analysis of customer churn prediction in Banks

    Finance Analytics

    • Comparative study of Loan approval prediction using machine learning Methods.
    • Machine learning prediction on Stock price trend forecasting.

    HR & Operations

    • Comparative study of employee attrition prediction of an organization
    • Utilization of Machine learning in Demand and inventory forecasting.
    • Get more machine leaning titles in this link.Click here

    How MBA Students Can Use These Projects

    1. Students should choose the relevant topics (Marketing, Finance, HR, or operations).
    2. They have to Download machine learning projects with source code from Kaggle or GitHub.
    3. Modifying the datasetsas per the project context.

    Should be focussing on business insights and not just algorithms.

    Check out this video for more indepth knowledge on Machine Learning

    Conclusion

    For MBA students, machine learning projects with source code are not about becoming data scientists—it’s about using data intelligently to make right business decisions.

    By leveraging Kaggle and GitHub, students can transform their final year project into a powerful showcase of management plus analytics skills.

    The main intent of the blog is to help students understand how to find the right mentor who can guide mba students to provide hands-on experience with ml code base.

    This content will help gain more knowledge for capstone projects,thesis work or mba project by applying customer analytics, finance strategy to complement theoretical business knowledge in machine learning and build portfolio for job interviews or internships.

    Download machine learning projects for final year pdf

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  • What’s in HE gender-based violence code – Campus Review

    What’s in HE gender-based violence code – Campus Review

    The National Higher Education Code to Prevent and Respond to Gender-based Violence passed through Parliament on Monday.

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  • The findings against Harvard are a blueprint for a National Campus Speech Code

    The findings against Harvard are a blueprint for a National Campus Speech Code

    Last month, the Department of Health and Human Services accused Harvard of violating Title VI, which bans discrimination based on race or nationality at any school that takes federal funding. Last week, it was reported that Harvard is nearing a $500 million settlement with the administration to end legal battles.

    In the past two years alone, HHS noted, Harvard has accepted nearly $800 million from the government. But the threat to Harvard’s funding is just the headline. The sweeping theory of “harassment” HHS used to justify its claim has the potential to cause huge damage, not just at Harvard but across the nation, by collapsing protected speech and misconduct into a single charge that could turn campus protest into a civil rights violation.

    There’s nothing new about the idea that we need to ban the expression of certain opinions in order to fight discrimination — that’s the reasoning behind a vast number of speech codes that FIRE has fought since 1999. The new, destructive twist on this is what we at FIRE call the cumulative theory of harassment. That’s the notion that while myriad individual instances of expression by unrelated individuals may be fully protected under the First Amendment, they can together create a cumulative harm, even to those not present and not targeted by the speech, that justifies overriding the Constitution.

    By using the cumulative theory of harassment, the government can smear those following the law with the actions of those breaking it.

    In Harvard’s case, HHS has determined that since the October 7, 2023, Hamas attack on Israel, the accumulation of antisemitic and anti-Israel rhetoric constitutes a “hostile environment on its campus for Jewish students.” HHS claims Harvard failed to “take appropriate corrective action” to end this hostile environment, thus violating Title VI.

    At first glance, this finding may seem justified, or at least not worth worrying about. After all, most Americans are not exactly enthusiastic about their tax dollars going to fund campuses that are hostile environments for Jewish or Israeli students, or anyone else, simply because of their race, color, or national origin. Still, there are several major problems with interpreting the law in the way HHS does here.

    Cumulative theory conflates protected expression with unprotected conduct

    First and foremost, the government has deemed that a hostile environment exists at Harvard by conflating constitutionally protected expression — including core political speech, which gets the highest level of protection — with unprotected conduct such as vandalism, blocking entrances and exists, even acts of physical violence.

    A single paragraph provided an illuminating look at how HHS blurs the line between protected speech and unprotected conduct in order to accuse Harvard of violating federal law:

    Harvard student groups and faculty groups posted to Instagram an antisemitic cartoon that included the Star of David, dollar signs, and nooses. The image depicted “a white hand, marked with a dollar sign inside a Star of David, tightening nooses around the necks of a Black man [Muhammad Ali] and an Arab man [Gamal Abdel Nasser].” This incendiary image was subsequently reposted on Instagram by Harvard Faculty and Staff for Justice in Palestine.

    It’s not hard to see why Jewish and Israeli students (and many others) would find this cartoon offensive. But it is undoubtedly political speech, which lies at the very core of what the First Amendment protects. In fact, the cartoon in question was originally published in 1967 by the Student Nonviolent Coordinating Committee, one of the best-known organizations of the civil rights movement of the 1960s. As the Los Angeles Times pointed out, it was controversial then as well, but this history only serves to clarify that it is indeed political speech. The Harvard groups’ use of the cartoon to make points about “apartheid and occupation” only reinforces the fact that it is political in nature.

    Furthermore, there’s no question that, in a country where the First Amendment continues to protect even the likes of the Westboro Baptist Church holding signs saying “God Hates Fags” and “Thank God for Dead Soldiers” outside military funerals, the government simply cannot take action against others for merely for posting a political cartoon on social media.[1]

    The next sentence in HHS’ paragraph reveals that some or all of these groups (the letter does not specify) apologized for posting the cartoon, but suggests the apology was insincere:

    The apology for these postings came with a photo of a figure known for saying, “The only good Zionist is a dead Zionist.” 

    Indeed, the Harvard groups eventually replaced the cartoon in the infographic with a picture of civil rights activist Kwame Ture (Stokely Carmichael), who was known for his anti-Zionist views and who famously echoed the “dead Zionist” remark during a 1990 speech at the University of Maryland. But the revised post from the Harvard groups did not quote his remark directly, despite HHS implying that the Harvard groups were trying to associate themselves with Ture’s remark from 35 years ago. Besides, even if they had, it would still be protected speech both under the First Amendment and Harvard policies. 

    Then comes the paragraph’s conclusion, where HHS mixes all of that protected speech just discussed with unprotected acts:

    A “series of anonymous acts” occurred on campus, including posters of Israeli citizens taken hostage by Hamas being vandalized with messages such as “Israel did 9/11.” There were also “instances of vandalism on campus and the posting of swastika stickers near Harvard Hillel’s Rosovsky Hall.”

    Unlike the expression in the rest of the paragraph, vandalism, even when expressive, is not protected by the First Amendment. Defacing posters or putting stickers on them, especially if their removal damages the underlying surface, can be and often is prohibited both by law and by university rules. But that’s because it damages or destroys the vandalized item, not because of the content of the speech. Defacing hateful signs with stickers saying “I love everyone!” is still vandalism, and prohibited. Posting political cartoons on Instagram is speech, and is protected. But by using the cumulative theory of harassment, the government can smear those following the law with the actions of those breaking it. 

    Cumulative theory of harassment creates a general civility code

    Another problem with the cumulative theory of harassment is that it holds current speakers responsible for creating a “hostile environment” based on the previous statements and activities of people to whom they may be entirely unrelated. This means anyone can find themselves in the position of perpetrator of hostile environment harassment without himself or herself actually engaging in harassing behavior. 

    Consider, for example, the following account said to “highlight the hostile environment created for Jewish and Israeli students at Harvard,” according to HHS:

    On May 12, 2024, a crudely drawn image of Interim President Garber was also displayed [during an encampment protest] depicting him as a devil with horns and a tail, recalling “medieval antisemitic tropes of Jews as Satan’s minions.” 

    Like posting a political cartoon to Instagram, simply displaying such a picture simply cannot be deemed harassment by any rational measure, let alone be taken as serious enough to deny the person seeing it “equal access to an educational program or activity.” The Supreme Court’s decision in Davis v. Monroe County Board of Education established the standard for peer harassment under Title IX, holding schools liable only when they are deliberately indifferent to harassment that is severe, pervasive, and objectively offensive, and even warns of “the amount of litigation that would be invited by entertaining claims of official indifference to a single instance of one-on-one peer harassment.”

    Under the cumulative theory of harassment, that’s out the window. A school like Harvard must consider each individual student’s choice to display this picture as part of a pattern of behavior that consists of everything everyone else is doing on campus during some undefined period of time, whether or not the student knew anything about it.

    HHS doesn’t tell us who displayed the picture, how long it was displayed, whether others at the protest somehow signed off on it or objected to it, how many people saw it, whether it was intended to be antisemitic, or whether HHS or Harvard knows the answers to any of these questions. It requires no coordination or organization. It doesn’t even matter whether the person who displayed the picture is hostile towards Jewish or Israeli students — maybe the artist just hates President Garber!

    But using the cumulative theory of harassment, even the message the speaker intended to communicate doesn’t matter. The speaker becomes a harasser who the school has a duty to stop, solely because of what other people, who need not even be present, might have thought about the expression that took place before the current speaker arrived. There’s only one sure way to prevent such “offenses”: you must prevent people from expressing certain opinions when and where those opinions might offend members of a protected class.

    Courts struggle to apply the cumulative theory of harassment

    While HHS’s OCR was able to draw the conclusion that the words and actions of a number of unrelated perpetrators somehow added up to a hostile environment on a given college campus, it has proved far less successful when analyzed by courts. 

    Just last month, a federal court dismissed a hostile-environment claim by a coalition of plaintiffs at Haverford College, which sued the institution using the cumulative theory of harassment. As Judge McHugh of the Eastern District of Pennsylvania wrote, the plaintiffs sought to establish their hostile environment claim “by citing some 25-plus incidents purportedly impacting the collective consciousness of 50-plus mostly unnamed individuals comprising Jews at Haverford. But such gestalt pleading cannot be employed as a strategy to avoid scrutiny by the Court.”

    McHugh noted, “several of Plaintiffs’ allegations involve protected political expression, and cannot be regulated under the guise of nondiscrimination,” later adding that “[m]any of Plaintiffs’ allegations fall into the category of pure, protected speech. Although Plaintiffs may have found much of this speech reprehensible, there is no legal cause of action for upset feelings.” 

    Among the examples of speech the plaintiffs cited as harassing, but which the court found to be protected, were a lecture on the “weaponization of Covid,” a student handing out Palestinian flags, a campus organization changing its name to “Bi-Co Students for the Liberation of Palestine,” and a number of posts disparaging Israel made by Haverford students and faculty members on their private social media accounts. 

    The court recognized each of these as instances of political expression protected by the First Amendment. In particular, the court said, “Plaintiffs do not attempt to explain how Haverford could regulate students’ and faculty’s private social media content, offering no basis on which it could assert such invasive authority,” calling into question how HHS could require Harvard to do exactly the same thing. 

    The Haverford students also complained that Haverford had not done enough to communicate its disapproval of the Hamas attack or antisemitism on campus and (with what appears to be good reason) that it had not followed all its own rules in dealing with protests. But the court did not find this to be a violation of Title VI either, noting that “government coercion of speech to adhere to a particular message tampers with First Amendment protections” and that courts “may not compel administrators to make any specific statement on any particular topic,” citing the 1943 landmark Supreme Court decision in West Virginia State Board of Education v. Barnette. (In that case, the Supreme Court found that the government could not force students to say the Pledge of Allegiance, even against the unprecedented backdrop of World War II.)

    Judge McHugh was careful throughout the brief not to discount the discomfort Jewish students at Haverford might have felt during the past year’s pro-Palestinian protests, saying they might have a legal claim that the school didn’t follow its own policies, so that part of their case can move forward. The question, he noted, was not “whether Haverford could have handled each situation better.” Rather,

    Under Title VI, the question is whether Haverford was so indifferent to known acts of harassment that it caused students to undergo harassment or made them more vulnerable to it, and thereby undermined the students’ education. Davis, 526 U.S. at 644-45. And even taking all these allegations as a whole, Plaintiffs’ pleading does not plausibly support a finding of deliberate indifference, especially where countervailing First Amendment concerns are considered in evaluating the often-fragile balance college administrators must strike.

    In another recent case, Gartenberg v. Cooper Union for the Advancement of Science and Art, Judge John Cronan of the Southern District of New York similarly found that much of the expression the plaintiff cited was “pure speech on matters of public concern,” and while some of that speech could be considered to determine intent, “it cannot itself support a claim for an objectively hostile educational environment under this Court’s interpretation of the statute.” On the other hand, the incident that headlined Gartenberg’s complaint was considered to have sufficiently alleged a violation of Title VI to allow the case to proceed to discovery. As Judge Cronan summarized the complaint:

    After first attempting to locate Cooper Union’s president, the mob descended on the building’s library, where a group of students wearing recognizably Jewish attire were sheltering behind locked doors. The demonstrators surrounded the library and proceeded to bang loudly on the library’s doors and on its floor-to-ceiling glass windows, shouting demands to be let in and continuing to direct anti-Israel slogans and wave a Palestinian flag at the Jewish students inside the library. During the roughly twenty-minute ordeal, Cooper Union’s administrators did nothing to disperse the protestors and instead directed law enforcement to stand down, even as the college’s president had just escaped the building through a back exit. None of the protestors subsequently faced any discipline.

    There is a stark difference between that sequence of events and the kinds of expression that courts have consistently protected under the First Amendment. 

    Real discrimination deserves a real response. True threats, vandalism, and violence are not protected speech and schools should act when they occur. But they must do so with the precision the Constitution requires.

    HHS claims Harvard may have been deliberately indifferent to patterns of harassment that violated Title VI. And it does identify potentially troubling incidents, as did Harvard’s own task force studying the issue of campus antisemitism. But because it has mixed and conflated incidents of protected expression with unprotected discriminatory acts, the federal government has made it impossible to separate any objective case that Harvard has violated Title VI as written and intended from an exercise in political speech-policing.

    A bipartisan error

    Given the level of partisan acrimony in American politics, and the Trump administration’s aggressiveness towards Harvard in particular, one might think that this is a right-wing or Republican problem. Unfortunately, though, this is one of the rare issues in which the Biden and Trump administrations are in substantial agreement.

    In the middle of 2024, the Department of Education under President Biden began to issue findings in a number of Title VI complaints filed in the wake of campus activity after the October 7 Hamas-led attack on Israel. As should surprise no one, the letters did highlight some pretty concerning problems at schools like the University of Michigan and (especially) CUNY’s Brooklyn College. But it made these diagnoses using the same cumulative theory of harassment that the Trump HHS is now applying to Harvard. 

    The findings it announced with regard to a third college, Lafayette College, illustrates just how absurd this approach can become. Despite Lafayette’s (apparently) responding to every complaint of antisemitism, including those that were vague or purely based on expression, the Department of Education still found it in violation of Title VI. Why? Because it failed to assess whether “social media and off-campus conduct individually or collectively created or contributed to a hostile environment.” Translation: Lafayette didn’t treat constitutionally protected speech as evidence of actionable harassment.

    As I remarked at the time, 

    If anything, Lafayette was a bit heavy-handed: Most students would think twice about posting on Instagram after being called on the carpet by the college chaplain to “discuss” their political opinions… It’s hard to see what else Lafayette could have done to try to address the allegedly hostile environment on its campus without actually descending into censorship.

    The resurrection of “group libel”

    FIRE has long explained that the U.S. has no legal category called “hate speech.” That’s still true. But the cumulative theory of harassment is starting to look a lot like an attempt to revive the old concept of group libel, a legal relic rightly abandoned decades ago.

    Group libel laws once aimed to ban statements that defamed not individuals, but entire groups. The idea: if you can’t spread lies about a person, why should you be allowed to malign a racial or ethnic group? As University at Buffalo law professor Samantha Barbas details, the press, civil liberties advocates, and even the NAACP frequently warned against these laws as Trojan horses for censorship. In 1935, when New Jersey passed an “anti-Nazi” group libel law, newspapers worried it could be used to ban criticism of Nazis. The ACLU rightly called it a sweeping threat to free speech, and described the law as “more sweeping in its threat to free speech than any measure ever passed in any state,” and in a pamphlet claimed that the law could even be used against Jews for criticizing Nazis.

    The evil of Nazi Germany soon provided the best imaginable example for group libel law advocates, and during World War II, Congress proposed a bill that would have banned sending material through the mail that exposed people to “hatred, contempt, ridicule, or obloquy” based on race or religion. While a number of labor unions supported the bill, the NAACP testified against it, concerned that it would impair constitutional rights and “lead to an aggravation of race and religious tensions.” Thankfully, the bill never got a floor vote, though some states maintained laws regulating group libel.

    While prosecutions appear to have been few and far between, in the 1952 case Beauharnais v. Illinois, the Supreme Court narrowly affirmed the constitutionality of a group libel statute, upholding a 1917 Illinois statute that outlawed making public any material that “portrays depravity, criminality, unchastity, or lack of virtue of a class of citizens, of any race, color, creed or religion [and] exposes the citizens of any race, color, creed or religion to contempt, derision, or obloquy or which is productive of breach of the peace or riots.”

    As is often the case, bad facts made for bad law. Joseph Beauharnais, president of the “White Circle League of America,” had distributed a pamphlet demanding the Chicago government “halt the further encroachment, harassment and invasion of white people, their property, neighborhoods and persons, by the Negro,” asserting that “If persuasion and the need to prevent the white race from becoming mongrelized by the negro will not unite us, then the aggressions . . . rapes, robberies, knives, guns and marijuana of the negro, surely will.” He was convicted and fined $200. 

    But if the Supreme Court’s upholding the Illinois law was group libel’s biggest moment in the sun, it was also its last. Justice Frankfurter couched his majority opinion with caveats, proving that even then, the Court seemed uncomfortable. And they had reason to be. Beauharnais didn’t age well. Legal scholars blasted it. Thurgood Marshall and the ACLU tried to get it overturned. The Supreme Court never cited it again. Even Illinois repealed the law nine years later. By 1969, Brandenburg v. Ohio effectively buried Beauharnais, by making clear that even advocating flatly illegal conduct is protected unless it incites imminent lawless action.

    Conclusion

    Real discrimination deserves a real response. True threats, vandalism, and violence are not protected speech and schools should act when they occur. But they must do so with the precision the Constitution requires — punishing conduct, not ideas, and respecting the robust political debate that higher education exists to nurture. 

    Harvard’s case should be a warning. Unless we properly respect the line between speech and misconduct, Title VI risks becoming not a shield against injustice, but a sword for enforcing the orthodoxy favored by whatever political forces wield it, now or in the future.


    [1] And while, as a private university, Harvard could legally limit freedom of speech in ways the government may not, the government also may not launder demands for censorship through a private organization, campus or not. Furthermore, just like the vast majority of private universities, Harvard promises to provide a great deal of free political expression. While such promises are frequently ignored by those universities, they are nonetheless both legally and morally binding.

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  • A code of ethical university governance is overdue

    A code of ethical university governance is overdue

    It’s a thankless job being a university governor at the best of times.

    The structures and hierarchies – established over decades, even centuries – feel impenetrable.

    You’re overwhelmed with papers and reading, never completely sure what’s going on at meetings.

    Statutes and ordinances, rules and regulations, sub-committees and working groups. And all this you’re doing for free?

    But during precarious times for the sector, the job gets even harder. Income lags further behind expenditure. The funding model seems loaded against you.

    Doubt sets in. Have you really been holding institutional managers robustly to account? Are those course closures and staff redundancies really unavoidable?

    Behind the seens

    Governing bodies are the highest authorities in most institutions. Structures vary from one university to the next, as does the language of governance.

    But in England, all boards are legally accountable to the sector regulator, the Office for Students, and hold significant powers, up to and including the authority to remove the vice chancellor if they so choose.

    However, governing bodies remain a reticent and mostly unseen grouping. Students and staff may occasionally glimpse members at award ceremonies or public events, but closer forms of engagement tend to be discouraged (or carefully managed).

    On policies that reshaped the sector in recent decades, like the 2012 fee rise, governors had little to say. During Covid, one commentator was moved to ask if anyone had seen the governing body.

    Another had previously dismissed governors as “a small cadre talking amongst themselves.” Until a media exposé in 2018, almost all UK vice chancellors were members of the sub-committee that made recommendations on their own pay.

    A 2019 investigation found “significant and systemic” failings in one governing body.

    Yet many individual governors continue to invest substantial time and effort into their never-more-important role – lay members can bring vital external expertise to a sector that has too often been inward-looking and naïve, and staff and student members can help institutional managers see the campus from a ground-level perspective.

    Last year, the Council for the Defence of British Universities (CDBU) conducted interviews with current or former governors at over forty English universities.

    While most reported enjoying the opportunity to learn how universities operate, the same issues arose time and time again:

    • Membership was demographically and ideologically narrow, resulting in “business realist” discourses that privileged the university’s finance and estates over its educational purpose
    • Chairs were too close to senior managers to bring meaningful “challenge”;
    • Cliques had emerged, leading to some members’ views carrying more weight than others;
    • Power dynamics were problematic;
    • Meetings of the main board sometimes served as rubber-stamping exercises for decisions already taken;
    • Processes were reported to be opaque, with few governors understanding how the agenda was set, or knowing how to have an item added.

    More worryingly, as OfS has increased the burden of regulatory and legal compliance, so governing bodies appear to have become more ideologically compliant. The logic of the market goes unchallenged, and the whims of policy-makers and the sector regulator courteously indulged.

    Surprisingly, this critique emerged from lay members as strongly as from elected staff and student governors.

    Relevant, useable and inclusive

    Now the Council for the Defence of British Universities (CDBU) has launched a consultation for its new Code of Ethical University Governance. The sector already has a Higher Education Code of Governance, authored by the Committee of University Chairs (CUC Code) – the new Code supplements this, while presenting a vision of university governance that is more relevant, more useable and more inclusive.

    Practical advice is offered to all members on what to expect from governance, how to navigate complex organisation structures, and – most crucially – how to impact decision-making processes.

    The consultation is necessary so that the Code can be a co-produced document, capturing as many perspectives as possible. So please consider completing this short survey if you’re a current or former governor, a student, a university employee, someone with other connections to the higher education sector, or someone with no connections at all to the higher education sector.

    So far, governing bodies have mostly avoided using their potentially formidable powers to intervene as the sector has been politicised and defunded. Over 10,000 campus jobs are currently at risk, and 40 per cent of universities face budget deficits.

    But the aim of the Code is not to look backwards, let alone to apportion blame. It is to help give future generations of university governors the confidence and wherewithal to bring genuine, meaningful challenge.

    At a time when higher education needs urgently to reclaim its status as a prized public asset, governing bodies have a duty to surpass the Nolan principles, and operate to the very highest standards.

    The CDBU’s Code of Ethical University Governance may be the first step towards nudging governors beyond compliance, and empowering them to speak out. The long-term goal is for governing bodies to see their role as standing up for communities of students and staff, and for the value of higher education to everyone.

    The draft Code can be found here, and the consultation here.

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  • A matter of time: why our universities can’t crack the part-time postgrad code

    A matter of time: why our universities can’t crack the part-time postgrad code

    A preliminary analysis of UK university websites finds gaps in the practical information on how postgraduate part-time study actually works, combined with inconsistent acknowledgement of the challenges faced by these learners. Ewan Fairweather, Postgraduate Student Recruitment Manager at The University of Edinburgh asks: ‘Should we really be surprised that many universities find it challenging to recruit part-time postgraduate students?’

    ‘New Year, New You’. It’s January, the month when ambitions and aspirations take shape. Right now, those of us working in university marketing and recruitment are capitalising on this self-improvement trend, targeting potential postgraduate learners and helping them navigate the labyrinth of course choice, affordability and time commitments.

    With more than 13,000 part-time Master’s options listed on Findamasters.com, learners are spoiled for choice; there’s a strong chance they’ll find something relevant out there.  But can they afford postgraduate study? And crucially, can they find the time to do it?

    Busy lives

    For those fortunate enough to be able to fund a part-time Master’s, it will require the considerable investment of another increasingly scarce commodity: time.  And this is particularly the case among the largest segment of potential domestic postgraduate students, those aged 30+. This mature audience of prospective learners inevitably carries more personal and professional baggage – careers, relationships, families, caring responsibilities, community and volunteering roles, mortgages and loans.

    That is why they are more likely to be considering part-time postgraduate study and so need to work out in very practical terms how to balance learning and living; to picture precisely what it will actually mean.

    Drilling down into the detail

    I know that universities do so much behind the scenes to address the needs of all types of learners, but sadly this does not come across in the following statements, the likes of which I frequently encountered when searching for part-time postgraduate course details online:

    • As the School timetable changes from year to year and is not finalised until August, we are unable to confirm this information in advance.
    • Part-time students are strongly advised to wait until the timetable is available before finalising their other commitments.  
    • Classes can be timetabled Monday-Friday between 9am-6pm. We cannot give timetables in advance of enrolment unfortunately.  

    With such logistical and chronological vagueness, is it realistic to expect busy people to make life-changing decisions? Certainly timetabling is complicated but we need a clearer answer to the question, ‘So I can plan my life, can you give me an idea of what my timetable will look like?’

    Postgraduate part-time learning may not generate the short-term financial boost that the sector needs right now, but we have to plan for today and tomorrow, especially if there is, ‘a need for more people with postgraduate skills in the workforce’. And if the largest segment of domestic students is older, we can assume that many will be looking at part-time in all its glorious forms (online, blended, block, burst, evenings, distance) as their preferred study mode. We have to up our game; timetabling challenges may pose us major headaches, but for prospective students, they are less relevant.

    What I did

    With a view to improving the information and guidance online for prospective part-time postgraduate students considering the University of Edinburgh, I carried out some exploratory analysis. I sought to understand how UK universities articulated the benefits and practicalities of part-time postgraduate study during the traditional core search period of early January. Typing ‘part time masters’ followed by the institution name into Google, I clicked on the most appropriate results, then evaluated these pages according to two categories:

    1. Coverage: Whether part-time study was included, or contextualised, on the page and the extent to which this was done with empathy and understanding.
    2. Specifics: The level of deeper detail provided (the ‘how, where, who and when’ of part-time delivery).

    Pockets of best practice

    I gathered the information to improve the content on my own institution’s website with a focus on these busy learners who are looking to successfully juggle high-level study with busy lives. It’s clear that collectively we must do better to address their requirements but there are nonetheless pockets of best practice I believe we can learn from:

    • Leeds: offers a blueprint for the provision of specific timetable information for each part-time course. It may not look beautiful but when you eventually get there, you find the details you need, combined with a helpful disclaimer
    • Bedfordshire: From a dedicated part-time page, you navigate to a list of what’s available part-time. From here, you find a course schedule and timetable of exactly when and where the units take place presented in a user-friendly format.
    • Birkbeck, RVC and Brighton provide extensive details of when and where teaching takes place so you can better manage your time.
    • Birmingham City University, scores strong on empathy, thinking deeply about the profile and specific needs of their prospective part-time learners
    • The Open University lives and breathes part-time. The ‘how’ section is fabulous, but I was expecting more on the ‘when and  how do I study/attend classes?’
    • Some institutions promise innovative delivery models designed to support part-time learners’ needs, including De Montfort (‘Block Teaching’) and the RCA (‘Burst Mode’)
    • Kent is launching a new curriculum and a progressive approach to timetabling this year, designed to help busy people manage their lives better.

    Universities with high or medium part-time learning coverage and/or specifics on their website

    My recommendations

    In concluding, here are some (relatively) easy-to-implement recommendations that will give postgraduate part-time students a clearer idea of the time they need to commit to their studies:

    1. Publish sample timetables: definitive times and locations may not be possible, but is there a way of providing a sample timetable or sharing last year’s timetables?  
    2. Consolidate information on part-time study: consider bringing together all information on part-time learning into an easily findable resource or section
    3. Provide bespoke part-time course structure details: interrogate the curriculum from a part-time learner’s perspective, then re-write and update
    4. Show that we care: acknowledge that part-time learners have specific needs. Ideally, do this in a warm and welcoming tone.

    It is complicated, but let’s aim to do part-time better – we owe it to our learners!

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