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5 Lessons Universities Can Learn from Big Data Analytics

There has been a keen interest among universities to take advantage of big data analytics to raise the teacher’s effectiveness and improve students’ performance, while at the same time reducing the administrative workload. The student’s performance data, especially the big data courses, can be progressively captured as part of the online classroom and software-based online classroom exercise. Such data is combined with behavioral data which is taken from sources such as student’s surveys, blogs, meeting notes, student professor, and social media.

The higher education analytics

The higher institution comes with numerous students’ engagement points that can significantly benefit from big data analytics right from the alumni giving to the initial profiling.

1) Student acquisition

By taking into account the historical demographics and performance data of former and current students, it’s easier to come up with profiles of students that are highly likely to enroll. It’s also easier to employ graphic analysis that factors in prospective and current students social networks to identify the first-level friends that are highly likely to join the institution.

2) Student’s performance effectiveness

Through monitoring of the current students test performance and comparing the pre-requisite test results, big data university can integrate the teacher’s notes and social media data so as to create a detailed profile of the propensities and students behavior.

3) Student retention

The combination of Prerequisites score and analytics such as the student’s workgroups and performance effectiveness coupled with financial and social data as well as individual demographic can deliver recommendations that enable institutions to decide on whether they should retain the students. Higher education Big data certification plays a role in the delivering the effectiveness of specific recommendations that are based on the successes of previous intervention. Teachers are also in a position to make their recommendations that can be monitored for result purposes and applied to future interventions.

4) Teacher’s Effectiveness

While some institutions may be limited in terms of fine tuning and measuring teachers performance those that can measure teacher’s performance can greatly benefit from the analysis of the teacher’s performance. Performance can be measured in terms of student’s aspirations, student’s behavioral classifications, student’s demographics, and the number of students. Learn more information at Schulich School of Business or speak with one of their experts if you have any questions.

5) Student’s lifetime value

Making an early preparation regarding potential giving levels for students and alumni is one the core big data definition that shouldn’t be underestimated. Understanding the future and current wealth potential can be a great tool for messaging, targeting, and profiling to optimize alumni giving.

How Does Better School Gym Equipment Lead To Improved School Spirit?

School spirit is important. Current students, alumni, friends, family, and anyone else who wishes to attend a school sporting event are all going to be welcome. A basketball team is going to do a lot better on the courts when a great many fans are behind them. Even the greatest team can play lethargically when no one is in the stands cheering them on. School gym equipment and various accessories do play a role, a bigger role than usually thought, in helping with spirit.

And no team or group of fans is going to feel all that thrilled over worn out curtains or aged bleacher seats. When the time comes to perform a nice upgrade at the gymnasium, school administrators really should step forward and buy new accessories and equipment. The end results will show in team and fan spirit.

Visuals Count

Team sports ere intriguing in the sense participation in these events is a somewhat communal experience. Nothing drags the experience down that worn out or dullish school gym equipment.

Gym divider curtains, for example, may be purchased without too much of a thought. As long as the curtains do their intended job and are reasonably durable, all would seem well. An attitude of this nature sells the value of the curtains short. Customizing them, on the other hand, would greatly improve their looks and enhance other benefits.

Hopefully, the curtains acquired will be in the school’s colors. Adding the school’s logo or a mascot to the curtains would be a nice touch as well. Such visuals bring forth a bit of enthusiasm to the mix. Bland, generic curtains won’t deliver this result.

Visuals and Wear and Tear

Nothing lasts forever. Age can slowly drag down the look of a gym’s interior. Age doesn’t just cause paint in the ceiling to chip. Critical components of a basketball court such as the basket itself could degrade. With access to the right supplier, making a change shouldn’t be too difficult.

The same notion of improving visuals applies to the basketball posts. If the posts are showing some signs of wear, upgrading them to new ones is advised. Perhaps customizing the paint on the posts would be a good plan as well. The paint selection would, of course, match the school’s colors.

Safety Counts, Too

Enhancing the looks of a school gymnasium is not the only thing to consider. Old and worn school PE supplies and equipment might be borderline hazardous. School sports equipment needs to be safe. There is no excuse for putting anyone at risk with old equipment that really should be replaced.

Buying from a top-notch distributor of school gym equipment is definitely advisable. A solid distributor should be able to deliver the best equipment capable of replacing supplies that have seen better days.

What to Expect From Online Business College

If you are thinking about enrolling in business college and are actively comparing the different Toronto colleges to find the right school to attend, you are not alone. With a degree in accounting or another field like business management or digital marketing, you can increase your income potential and take your career to new heights. However, before you make the final decision to enroll in business college and which program you want to move forward with, you may be wondering what to expect from the experience. By learning more about what to expect, you can better prepare for the many great things that your future holds.

The Type of Courses You Take

Regardless of the degree program you enroll in for business college, your educational experience will be strongly dictated by the type of courses you take. Many students who are working adults, for example, will enroll in an online degree program. Through an online degree, you may benefit from studying at home at your leisure, and this may be an enjoyable experience for some. Others want to enjoy time interacting with fellow students personally, and you may consider signing up for live, traditional courses if this is the experience you want to enjoy. With so many options available for you to consider, you can easily sign up for the course experience that you are most interested in.

The Education You Can Enjoy

Your educational experience in business college will dramatically change your life in many ways, and one of these ways is by expanding your horizons on an intellectual level. Through education in various topics, you can learn more about the world around you and can grow as an individual. You can certainly expect to benefit from learning more about business through degree-related courses, but you may also learn about other topics that range from history and math to arts, science and more through required courses.

The Relationships You Will Make

Regardless of the educational experience you pursue while in college, you can expect to make at least a few valuable relationships. Those in a structured classroom environment may meet more people, and this includes professors as well as fellow students. However, even in a distant learning course, you can take advantage of chat rooms and other resources to develop great relationships with others following your same degree path.

Attending business college can be a truly rewarding experience in a number of ways. Your experience will begin as soon as you sign up to take your first course, and it will continue on for the rest of your life. These are only some of the top ways your educational experience will enrich your life.

Admission Procedure for Studying in Canadian Universities

Canadian universities are an equivalent to the American and European learning institutions. Canada remains one of the leading study destinations worldwide with over 300,000 international students. The country boasts of over 90 universities of which 17 are private learning institutions in both urban and rural settings. The schools offer three-degree levels including bachelors, masters, and doctorate. Over 150 regional, community, and technical colleges on the other hand offer diplomas and short courses. 26 universities including the University of Western Ontario feature in the 2016-17 QS World University Rankings.

The Learning System

The learning system in Canadian universities varies from one province to another with Quebec having an entirely different system from the other provinces. However, the schools base their admissions on the high school academic marks ranging from grade 12 and 11 in some learning institutions. The universities consider in-province applications than out of province applications, although this may also vary depending on the status of the applicant and the type of program.

Application Process

The application process for the universities is easier for Canadian residents, but it may be a time-consuming process for the international students. Some provinces such as Alberta, Ontario, and British Columbia allow online applications. International students need to demonstrate proficiency in either English or French depending on the university they intend to attend. Most Canadian universities require an applicant to provide a transcript of all grades, a prediction of A’ level grades, motivational letter, and references. Different schools and subjects have different application deadlines.

Eligibility Criteria

It is easy for an applicant to acquire admission in one of the universities in Canada if they have attained 3 A levels at C or above, although some accept 2 A levels and GCSEs. The international students need to show they have enough money to cover their living expenses while studying in the country. They also need to obtain a study permit if studying for six months or longer in addition to Canadian student’s visa for the time they will be in the country. Anyone studying in Quebec requires obtaining an Acceptance Certificate from the province too.


Some of the Canadian universities are free for Canadian residents, but international students need to pay a fee that is higher than that of domestic students. Various institutions and the Canadian government provide scholarships to resident and international students with difficulties in funding their degrees in the university. Therefore, it would be easier to fulfill your dream of learning in one of the universities in the country. Visit University of Western Ontario to learn more information.