Source: Education Times
Be curious and ask questions to fully understand the Data Science value chain, writes Lakshmana Gnanapragasam
Data Science has been ranking consistently high among the top career choices for new graduates and experienced professionals alike. Data Science, as a practice, has benefited immensely by being in the thick of exponential trends that companies across industries are going through right now, including increased ubiquity of data, advancements in machine learning algorithms, and improvements in technology.
Thus, it is not surprising that several young and experienced professionals are interested in a career in Data Science. Here are few steps that can help you jumpstart a career in the field.
Step 1: Develop a data ninja growth mindset
Data Science offers no single, best answer to a problem statement. The solution is not in the data, but often it’s in the mind of the data scientist. So, first develop a data ninja growth mindset. What does this mean?
a) Being inquisitive and having a learner mindset: Data Science is an evolving space; ask a lot of questions about the problem and data
b) Being humble: You don’t know all the answers upfront and you may be wrong
c) Being able to work hard: Spend more time cleaning and preparing the data first than developing advanced algorithms
d) Being resilient and iterating solutions: Your first model is often wrong. Be willing to scratch-off your initial answers and iterate quickly to better solutions
Step 2: Self-learning
There are several self-learning opportunities available online, both paid and free. Check out Data Science introduction courses available across platforms. Start with some basic courses on Statistics and Probabilities, before proceeding to basic/advanced introductions to Data Science. Pick up a few languages and learn them thoroughly.
Step 3: Get credentials if you have the time and resources
While self-learning is a great first step to start your learning journey, in some cases it may be worth investing in accredited Data Science courses. Most reputed Engineering and Management schools offer such courses that will help you in two ways, including getting a Data Science degree/certification from a reputed institute, and learning from the best professors and industry specialists.
Step 4: Do exercises and get yourself noticed
While as part of self-learning, you would have done some exercises with sample datasets, now would be a good time to go for online Data Science competitions. Organisations continue to conduct Hackathon programmes to identify talent. The problems posed here are usually not exactly like real-world problems in terms of size and scope, but this would give you an opportunity to get hands-on experience in solving a problem. The intention is not to merely to win, but to learn how to solve a unique problem within a time constraint, and benchmark yourself against other practitioners.
Step 5: Ask for internships, internal work assignments
If you are a graduate seeking a career in Data Science, look for companies that offer an internship to final year students. As an intern, you may be asked to do some foundational work in Data Science that may include gathering, cleaning, and preparing the data than building advanced machine learning models. Invest time in this crucial stage and build strong relationships with stakeholders in the organisation.
If you are already working in an organisation, ask for internal work assignments or stretch projects with the Data Science team to advance your career path.
Step 6: Acing the interview for your first Data Science job
If you follow these steps, no special prep will be required for your job interview other than learning about the company and what they do. In the interview, showcase the effort you have put in, refer to your credentials and highlight the problems you have worked on. Companies like recruiting talent that have invested upfront in the areas they are hiring for.
Once you join the organisation, look for a role that would allow you to work on real business problems for internal or external stakeholders. Be curious and ask a lot of questions to fully understand this Data Science value chain. Start with the big picture. Prioritise understanding the organisation’s industry and domain, how value is generated and how Data Science can enable and transform the organisation.
Following these steps will help you move onwards and upwards in building a fulfilling career in Data Science.
There’s a long road ahead for the digital transformation of schools, but the best is yet to come
By Michael Oakes, Product Manager at RM plc
Just as technology has evolved and modernised throughout the years, so too has our approach to teaching. After all, traditional ways of teaching are becoming harder to sustain in a digital-first world and the onus is on the sector to keep pace with those changes – and not risk lagging behind.
The pandemic was a key driver in the push for digital transformation certainly, but it’s important to remember that lockdown simply fast-tracked the digitally inevitable. Rather than push back against that positive change, now is the time to embrace the new, as well as the successes of the tried-and-tested models of teaching, to strike a balance for a better educational future.
Crucially, all aspects of our lives are now influenced by technology and to make our education sector a success, it must effectively prepare students for the future economy.
Digital transformation isn’t a definitive result but more so a cultural shift for educators.
For schools, colleges, and universities, the first step towards success is by auditing their current infrastructure and beginning to make improvements where problem areas are highlighted. Even minor tweaks can contribute to increased productivity among teachers.
This new digital infrastructure will empower leaders and teachers to think more creatively about how they interact with their students. It allows them to tap into the less prescriptive side of their role and opens the door to how the education sector can be changed for the better along with many other businesses who are also shifting their plans to enter and remain in the digital world past the pandemic. The Department for Education is, after all, also on board in supporting schools on their journey of digital transformation.
It all begins with a strategy and doesn’t have to happen immediately. Staying aligned to your schools’ overarching mission means you remain on track but evolve your priorities and the needs and wants of your users. It is also essential that you represent all perspectives, including pupils, staff, the SLT, and parents, and manage expectations of using the technology itself.
According to research carried out by RM in 2019, 39% of teachers described themselves as ‘not confident’ using the technology provided by their school. However, a DfE research report published in 2022 describes several ‘unexpected positives’ that emerged from the pandemic. And one of those were the rapid skill development of staff and pupils in using digital platforms, software and of resources. The more that you build confidence and expose staff to these new strategies, the better it will work.
Recruiting a technology partner here to incorporate their expertise means you can build an affordable, tailored and comprehensive solution that will evolve with your goals.
Making use of the cloud for collaboration
The initial shift to the cloud, the introduction of interactive whiteboards and projectors were always going to be the foundation on the path to digital maturity – but with the pandemic and the introduction of remote learning and digital assessments we have realised that the potential is endless, and resources are almost infinite. It has been an unpredictable yet exciting time for the education sector in recent years.
Cloud computing brings benefits to schools and trusts over running traditional server-based networks. Applications that are being developed in the learning space are cloud-ready and allow students to learn wherever they are, giving them the same experience, they would have in school, at home. Cloud-based apps also improve collaboration between teachers and students as well as schools and parents, this is all down to the ability to access work and resources wherever you are – something that has been critical to many businesses during the remote working period.
The barriers to digital maturity
We should also consider the challenges that come alongside a digitally ready infrastructure. The areas in which leaders have queries are usually; lack of access for some students who may not have access to the same tech at home, financial barriers that prevent being able to afford a wholesale change of technology and safeguarding concerns that relate to online safety whilst using IT based applications each day. As with anything new, there are issues in the beginning, but this should not stop the innovative shift to digital transformation.
This gives students time to strengthen their digital literacy skills that they can utilise in school and beyond into the working world.
However, this is the future, and we should be acknowledging that it is inevitable. We should explore the numerous pathways for students to learn to the best of their ability. It goes without saying that the positives are a major catalyst for the adoption of new technologies with 84% of teachers indicating that technology had or would contribute to improved pupil attainment and 65% indicating that technology already had, or would in the future, contribute to reduced workload.
We are lucky as a sector to have these brand-new resources at our fingertips, and we must explore putting them to good use, the future outcomes will highlight the brilliant work that has taken place in education.
How are Businesses in the Education Industry Benefiting from using the Metaverse?
The concept of the Metaverse has been around since the early 1990s but has never been close to becoming a tangible reality for most internet users. Recently Facebook has announced it’s rebranding to Meta to focus on bringing the Metaverse to a reality.
Experts are arguing that the Metaverse is still pretty far away for most people, but in the next few years, we may start to see the integration of the Metaverse into many industries worldwide.
The Metaverse concept has huge connotations for businesses around the world. If the Metaverse becomes the primary way consumers interact with the internet, this could provide countless business opportunities. Furthermore, businesses would have to adapt to accommodate changes brought by the Metaverse.
Some industries are already adapting to the Metaverse and using it to their advantage. One of these industries is the education industry. Companies such as DAN.IT have capitalised on the development of the Metaverse to improve how they give clients lessons.
Read on to learn more about the Metaverse and how it affects the education industry.
What is the Metaverse?
The Metaverse can be complicated to explain and difficult to understand at first. The Metaverse doesn’t just refer to one piece of technology but refers to the overall interaction of users with the internet. Different technologies from multiple industries facilitate this.
Currently, we interact with the internet in a 2D format, using search engines and websites to extract information, communicate with friends, play games etc. The Metaverse concept is an internet where we do all these things in a 3D immersive world instead.
In this Metaverse concept, internet users would be represented by avatars who can directly interact with the 3D world and other users.
As you can tell, for this concept to become a reality, it involves the collaboration of many different technologies, such as virtual reality headsets and augmented reality. This is why the Metaverse is quite complex and will take years of development.
Large companies such as Facebook and Google have recognised the opportunities that the Metaverse may bring. Facebook has already poured over $10 billion into bringing the Metaverse to a reality.
How would this affect the Education Industry?
Over the past two years, many countries worldwide have experienced Lockdown. With students unable to go into institutions to do their regular lessons, many were left with logging onto Zoom or Microsoft Teams for online lessons.
This has led most of the world to get used to studying online and minimal face-to-face lessons.
However, if you talk to students, you will quickly find many problems with online lessons. Many students struggled with the lack of in-person interaction and felt the lessons lacked in detail. Learning from purely online lessons through a webcam can be pretty challenging.
The presence of the Metaverse can change how online lessons are viewed and potentially fix these issues. If students are represented by avatars and can be taught in an immersive 3D world, this can better simulate lessons in a classroom.
This means there is little to no loss in detail in online lessons, and students can feel some form of in-person communication.
Being able to improve online lessons has multiple benefits. If a situation such as lockdowns was to happen again, students would experience much higher quality virtual learning.
It also brings the possibility of setting up well-established learning institutions without even needing a physical building. Therefore, students from all over the world would be able to learn without worrying about finding accommodation next to a university, for example.
This would lead to top-level education being accessible to more people across the world and higher demand for education for businesses.
What Education Businesses are focusing on the Metaverse already?
Focusing your business on the Metaverse is quite a big step as it’s still in development, but if the Metaverse does boom, there will obviously be quite an enormous reward.
One company focusing on Metaverse education is DAN.IT. They offer detailed education and qualifications in popular IT roles. This training is purely based in the Metaverse, so it invites students from all across the world.
As Kseniia Stolbova, the CEO of DAN.IT, says, “The metaverse opens new opportunities for studies, and students get a new interaction experience – very close to real communication.”
This allows students to interact with each other effectively and improve their learning experience no matter where they are in the world. DAN.IT’s ultimate goal is to provide equal opportunities for people to gain IT roles and build a strong IT community worldwide.
Kseniia Stolbova states, “Our global mission is to create a professional and ethical IT community that brings together industry experts, recruiters, newcomers to the field. We see that the Metaverse with its capabilities allows us to create a transnational, global platform for communication and professional development of IT specialists.” which shows her belief in the future of the Metaverse is bright.
University students hold the keys to ‘level up’ the esports industry
Written by Tao Martinez, Head of University Esports Development at GGTech
For many students, getting in from a class or lecture means jumping onto CS:GO or League of Legends with their friends to pass the time and have a laugh for a few hours.
Climbing the ranks may spark conversation about “going professional” one day but forging a career in esports has never been more accessible for students, with the industry growing by the day.
The total revenue of the esports industry in 2021 was estimated by Newzoo to be $833.6 million, and this is enhanced by a rising number of jobs, university courses and opportunities, making it one of the fastest growing and desirable sectors to lead a career in.
The most obvious route into esports is through being the best at a given game, with teams willing to sign players up on a contract to represent them at tournaments and online leagues. And whilst this is desirable, there are actually a whole host of other careers within the industry.
With Covid fears beginning to fade, in-person gaming events are returning with competitions such as the Amazon UNIVERSITY Esports Masters, hosted by GGTech in collaboration with NUEL, bringing together the best university talent across Europe to face off.
Beyond the players, these events require event organisers, planners and managers, advertising, sponsorship, social media promotion, casting, filming, tech support, and that’s before even getting to the participants which involves players, coaches, and team organisations.
There are so many aspects to a successful esports competition which in turn creates a wealth of jobs and opportunities – which are growing all the time. And these opportunities are also available through online esports leagues as well.
We are in an era where traditional television is being taken over by Netflix, YouTube and Twitch, creating new mediums for viewers to engage with esports, which is reflected by a growing viewer base.
Research from VentureBeat estimated that in 2021 there were 234 million esports enthusiasts, up from 197 and 200.8 million respectively in 2019, highlighting a stark growth. What’s more is that by 2024 there are expected to be 285.8 million enthusiasts and 291.6 million occasional viewers. Esports is a rapidly growing industry that people want to be involved with, and it’ll only get bigger in the coming years.
This is supported by an increase in job awareness through sites like Hitmarker, a dedicated jobs site for advertising esports opportunities.
The esports ecosystem supports universities through the development of teaching, facilities and opportunities in the industry which helps to focus on student’s interests whilst developing their core skills in preparation for a career in the industry.
For example, Confetti Institute of Creative Technologies, as part of Nottingham Trent University, offer a BSc in Esports Production which teaches students about the global esports industry, the principles of esports, production and technology, as well as broadcasting and management. This will be delivered in Confetti X, a £5 million dedicated esports complex due to open ahead of the upcoming academic year.
Universities such as Sheffield Hallam offer courses in esports management, whilst Chichester has its own esports degree. This is supplemented by universities such as Warwick who have large student esports communities who come together for competitions and tournaments.
The importance of good training in developing the esports industry is being increasingly recognised by universities who are creating new courses each year as a result. Courses involving business, management, events, marketing, journalism and design all offer unique skills which match up with a plethora of new jobs emerging in the esports scene, and with the industry growing at the rate it is, the number of these jobs will only rise.
Moving forwards, the onus is not only on the esports industry supplying opportunities for university students, but also on the university ecosystem to provide the highest-quality education and training in order to fuel the integration of new talent into the dynamic esports workforce.
In order to assist students who are pursuing a career in esports, GGTech works with university students to run and produce the Amazon UNIVERSITY Esports Masters competitions, giving them vital first-hand experience at casting, broadcasting and event management.
Part of the fabric for the future development and growth of the esports industry is putting faith in the talent of university students, being willing to innovate courses, equipment and opportunities, and supporting students every step of the way to help turn their hobby into their future employment.
That’s why university campuses are the best testing space for evolving equipment, products and services whilst allowing students to gain valuable experience, especially through internships and competition management.
Opening people’s eyes to the vast array of opportunities and careers that the esports sector has to offer will fuel the next generation to become the core of the industry during its rapid growth.
Now is the time for a career in esports
In the esports industry revenues are growing, viewership is growing, the number of participants is growing, and this is creating more and more opportunities all the time.
There is no better time to pursue a career in esports, and education is at the forefront of attracting prospective students into the industry. As the sector grows, we will see an increasing number of universities offering esports related courses and follow in the footsteps of Confetti in building dedicated facilities for students to gain the best first-hand experience for running tournaments.
Students should be encouraged to take the plunge, and universities and esports professionals must provide the best assistance possible to welcome in the new generation to help the entire esports industry grow.