Find top-ranked online bachelor’s in data science and analytics degree programs to prepare students to hold positions as data scientists, business intelligence officers, and usability analysts.
In today’s technology-centered world, data science can lead to opportunities in various professional sectors, including business, healthcare, and social media.
Back to TopStudents with an interest in data college and analysis can earn their bachelor’s in data science and analytics either online or on campus. This undergraduate degree is about 120 credits, and students can expect to take courses on predictive analytics, optimization for linear programming, and forecasting analytics.
Back to TopStudents who earn this bachelor’s degree will apply their knowledge in quantitative modeling and data analysis to solve problems and make predictions. Graduates often hold positions as data scientists, business intelligence officers, and usability analysts.
Back to TopThe key difference between data scientist and data analyst job duties is how the data is manipulated.
Data scientists collect new data and look for meaning by using tools like algorithms and models to predict future events. By contrast, data analysts work with existing data to answer specific questions. The data they analyze is often already structured.
This is a simplistic overview of data analysts vs data scientists. Let’s do a deeper dive into the key differences between these two careers.
A data scientist gathers new data for analysis. They clean and process vast amounts of raw data. This data is often unstructured, though data scientists might also work with structured data.
Additionally, data scientists often perform data modeling. For example, a data scientist could develop algorithms or predictive models for examining large amounts of information.
Data science applies to all manner of businesses and industries. Financial institutions, universities, and government agencies all employ data scientists, to name but a few examples.
On the other hand, a data analyst often works with data that has already been cleaned and organized. They then examine that data for useful information.
For example, suppose you’re a data analyst that works for a manufacturing company. You might analyze data sets on production times and look for patterns that can translate into actionable steps for reducing those production times.
Additionally, a data science vs analyst comparison should note that data analysts are usually responsible for disseminating information to those without data science expertise.
To do so, data analysts offer summaries of what the data says and provide insights into its meaning. Data analysts communicate these findings by using data visualization tools. These tools - like graphs and charts - help stakeholders understand the importance of what the data reveals.
Data analysts and data scientists usually work independently of one another. But, in some cases, data scientists and analysts might be part of the same team.
In this case, a data scientist might spearhead the processes of collecting, cleaning, and organizing data. From there, a data analyst might take over to provide insights into the information contained in the data and report on their findings.
Our discussion of data analyst vs data science should highlight that these professionals work to achieve the same basic goal - answer critical questions based on data. This just happens in different ways.
Data scientists deal with the unknown. They make predictions based on the data they collect. Meanwhile, data analysts seek to find answers to specific, tangible questions based on data from events that have already occurred.
The meaning derived from data can be immensely useful to organizations. Organizations can use meaningful data to adapt to changing conditions. It can also be used to improve the customer experience. There are more applications, of course. In any case, data scientists and data analysts are critical for extracting as much meaning from data as possible.
Learn more about how to major in computer science.
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81%
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61%
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If this is your first time taking an online course, the experience may require a time of adjustment. Although you’ll typically learn the same material and take the same exams as your on-campus peers, going online will require greater independence and responsibility than going in person. You’ll be accountable for your own time management, for harnessing the online educational technology that you’ll need to use, and for completing the course requirements, such as listening to lectures, learning lessons, reading texts, and handing in assignments. This means you’ll need to create a suitable workspace for yourself, maintain a realistic schedule, and take the initiative in building relationships with your instructors and classmates. With online college, your goal is to find a balance between independence and engagement.
No. The only part of online education that’s easier than campus-based education is ease of access: all you need is a computer and an internet connection for online education. But even this seeming advantage of online education can be misleading: what’s easier, studying online with your computer and internet connection from your home where you need to cook, clean, pay rent, and maintain a job? Or studying on campus in a dorm where all your living needs are handled by the school, and college staff are there to help you every step of the way?
If you take the commute to campus out of the equation, campus-based education is easier. All the support structures available on campus for students, especially with real people to help you in person, are not there online. The demands on you as an online student will largely be the same as for your campus-based counterpart, but without the same helps.
In general, your online courses will present the same material and test you in the same way as traditional in-person courses. In many cases, you’ll even have the same instructors as your on-campus counterparts. In fact, if you are adjusting to the experience of independent learning with remote educational technology for the first time, online college may be considerably more challenging than campus-based college. For a few insights on how to manage this new online experience, check out our 10 Tips for Adjusting to School Online.
Accreditation is especially important when it comes to online college. This is because the online education landscape is a mix of highly-reputable non-profit institutions on the one end and less-than-reputable for-profit institutions on the other end. Accreditation gives you the power to identify the more reputable actors in online education. Accreditation is a stamp of approval from an independent accrediting agency indicating that a college or university is meeting standards of quality and credibility. School-wide accreditation falls into two major categories: regional and national accreditation. Regional accreditors generally hold jurisdiction only over schools in the states comprising their region, whereas national accreditors hold jurisdiction over schools in all states. Regional accreditation is widely regarded as a more rigorous standard of quality and credibility than national accreditation.
Attending a college or university that is not regionally accredited could limit your opportunities. For students seeking an online education, we strongly recommend that they opt for regionally accredited schools. Regional accreditation ensures eligibility for federal loans and grants, ensures your college credits can be transferred between schools, and ensures that your degree credits can be accepted if you wish to earn an advanced degree. For more on this important topic, check out our What is Accreditation and Why Does It Matter? College & University Accreditation Guide.
As long as your online college degree is regionally accredited (see the previous point), you should have little difficulty transferring most of your credits or credentials to another regionally accredited undergraduate school. Every school carries its own standards and procedures for granting a transfer of credits. In many cases, you will encounter some bureaucratic haggling in which some of your credits will be transferred and others may be refused. However, provided that you have attended an online school with recognized regional accreditation, you should be in good shape in transferring your credits earned online.
In most cases, as long you graduate from a well-regarded, regionally-accredited online college, prospective employers won’t look sideways at your degree. In fact, unless you attend an exclusively online college or university, there will likely be no specific indicator on your degree, transcript, or resumé differentiating your school from its brick-and-mortar counterpart. This means that your employer will likely only differentiate between an online and in-person degree if you mention this distinction.
Some employers may express the concern that because you did your degree online, you may need to transition from an online education experience to in-person workplace experience. But in an age of Covid, that concern seems much diminished. The fact is that much employment these days is remote. And collaboration increasingly happens online over Zoom. Many employers will therefore view your online degree as evidence of valuable 21st century professional skills such as independence, self-motivation, time management, and tech savvy.
If you are a student who thrives on the dynamic energy of in-person discussion, who requires the physical surroundings of a classroom to feel engaged, or who considers the social aspects of education to be of equal importance to the actual content of your courses, online education will be less than ideal for you (though depending on your circumstances, it may also be the only viable option).
While there is much in traditional campus-based education that can be substituted or simulated through the online medium, some students may find that there is nothing that can replace the conversation, collaboration, and motivation that occur in an actual in-person classroom setting. As you transition to online education, one of the biggest challenges you will likely face in getting the most out of your online classes is overcoming this difference between “real reality” and “virtual reality.” Fortunately, we’ve got some great Tips for Online Education Beginners.
The advantages of online classes are many. Above all, online courses give you the freedom and flexibility to attend class from anywhere that works for you, whether you’re at home, in a coffee shop, or in a quiet conference room at work. In many cases, you’ll also enjoy the convenience of asynchronous learning opportunities—educational experiences that you can complete at your own pace and on your own schedule. This may include pre-taped lectures, ongoing chat-board discussions, and 24/7 access to digital materials. And of course, just as there are some learners who prefer the energy of a live classroom, there are those who learn best when working in their own personal space, free from distractions. If this sounds like you, you might find the solitude of online learning to be a major advantage.
Tuition + fees
$9K
Acceptance
81%
Graduation
61%
Student body
19K
Median SAT/ACT
1227/25
Tuition + fees
$49K
Acceptance
56%
Graduation
79%
Student body
10K
Median SAT/ACT
1275/27
Tuition + fees
$15K
Acceptance
94%
Graduation
37%
Student body
84K
Tuition + fees
$27K
Acceptance
84%
Graduation
48%
Student body
<1K
Median SAT/ACT
1125/22
Tuition + fees
$13K
Student body
1K
Tuition + fees
$27K
Acceptance
95%
Graduation
75%
Student body
8K
Median SAT/ACT
1145/22
Tuition + fees
$43K
Acceptance
70%
Graduation
70%
Student body
7K
Median SAT/ACT
1165/24
Tuition + fees
$8K
Acceptance
91%
Graduation
48%
Student body
9K
Median SAT/ACT
1065/21
Tuition + fees
$9K
Acceptance
92%
Graduation
50%
Student body
13K
Median SAT/ACT
1010/21
Tuition + fees
$23K
Acceptance
50%
Graduation
54%
Student body
75K
Median SAT/ACT
1150/24
Tuition + fees
$28K
Acceptance
71%
Graduation
81%
Student body
2K
Median SAT/ACT
1215/25
Tuition + fees
$3K
Graduation
33%
Student body
19K
Tuition + fees
$8K
Graduation
23%
Student body
9K
Tuition + fees
$18K
Graduation
61%
Student body
9K
Tuition + fees
$36K
Acceptance
62%
Graduation
69%
Student body
4K
Median SAT/ACT
1185/26
Tuition + fees
$34K
Acceptance
83%
Graduation
47%
Student body
2K
Median SAT/ACT
1087/21
Tuition + fees
$7K
Student body
4K
Tuition + fees
$23K
Graduation
34%
Student body
1K
If you’re looking for a way to boost your data science skills, a data science bootcamp may be a perfect solution for you.
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