Even with how the industry is changing, I still think data science is a good career path. The role is evolving, with more deployment work handled by ML engineers now, but there’s still strong demand for people who can work with data, analyze it, and understand real-world problems. What matters most today is learning practical skills, not just chasing buzzwords. If you’re just starting out, structured learning really helps. I found this article useful because it explains IBM’s Introduction to Data Science course on Coursera in a simple and easy-to-follow way. Answer from khureNai05 on reddit.com
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Coursera
coursera.org › browse › data science › data analysis
What is Data Science? | Coursera
June 10, 2019 - In today's world, we use Data Science ... course is for everyone and teaches concepts like how data scientists use machine learning and deep learning and how companies apply data science in business....
Rating: 4.7 ​ - ​ 77.6K votes
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IBM
ibm.com › think › topics › data-science
What is Data Science? | IBM
November 17, 2025 - Data science is a multidisciplinary approach to gaining insights from an increasing amount of data. IBM data science products help find the value of your data.
Discussions

Is studying Data Science still worth it?
Even with how the industry is changing, I still think data science is a good career path. The role is evolving, with more deployment work handled by ML engineers now, but there’s still strong demand for people who can work with data, analyze it, and understand real-world problems. What matters most today is learning practical skills, not just chasing buzzwords. If you’re just starting out, structured learning really helps. I found this article useful because it explains IBM’s Introduction to Data Science course on Coursera in a simple and easy-to-follow way. More on reddit.com
🌐 r/learnmachinelearning
216
266
December 11, 2024
What's the point of doing a data science degree when you can do computer science instead?
They are different. The reason you can get every data science job with a computer science diploma is that there isn't all that many data science programs out there (with respect to people taking it). Essentially a physicist who learned the tools necessary would likely also be able to get into most junor data science job. However, someone studying data science will learn different things than someone studying computer science, with some, but not huge overlap. Data science is not the continuation of computer science, it is the continuation of statistics/analytics, using computer science. (With regards to one being the "OG") That said, someone who doesnt know what they want between them, should likely start with computer science or comparable broadly usable study. (Especially when talking about a bachelors) More on reddit.com
🌐 r/datascience
34
5
March 10, 2023
Where to learn data science with python??
These might help: Open Source Society — Path to a free self-taught education in Data Science Python Data Science Handbook — learn to use Python libraries such as NumPy, Pandas, Matplotlib, Scikit-Learn, and related tools to effectively store, manipulate, and gain insight from data Python for Data Analysis — nuts and bolts of manipulating, processing, cleaning, and crunching data in Python Data Analysis with Python — online course offered by University of Helsinki, data analysis pipeline using Python and its data analysis ecosystem More on reddit.com
🌐 r/learnpython
13
15
July 2, 2023
Udemy Courses for Beginner Into Data Science
if you dont have a degree in CS (or related). As "stupid" as it might sound. You cannot replace such applied mathematics with a bootcamp. Get a degree - better a masters degree. More on reddit.com
🌐 r/codingbootcamp
14
0
June 30, 2025
People also ask

When will I have access to the lectures and assignments?
To access the course materials, assignments and to earn a Certificate, you will need to purchase the Certificate experience when you enroll in a course. You can try a Free Trial instead, or apply for Financial Aid. The course may offer 'Full Course, No Certificate' instead. This option lets you see all course materials, submit required assessments, and get a final grade. This also means that you will not be able to purchase a Certificate experience.
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coursera.org
coursera.org › browse › data science › data analysis
What is Data Science? | Coursera
What will I get if I subscribe to this Certificate?
When you enroll in the course, you get access to all of the courses in the Certificate, and you earn a certificate when you complete the work. Your electronic Certificate will be added to your Accomplishments page - from there, you can print your Certificate or add it to your LinkedIn profile.
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coursera.org
coursera.org › browse › data science › data analysis
What is Data Science? | Coursera
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Harvard SEAS
seas.harvard.edu › news › what-data-science-definition-skills-applications-more
What Is Data Science? Definition, Skills, Applications & More
June 16, 2025 - Harvard SEAS also places a strong emphasis on hands-on learning and real-world experience, ensuring students acquire the foundational skills necessary for a successful career in data science. The coursework provides opportunities for students to develop practical skills through assignments and projects, and many courses are graded based on final projects.
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Coursera
coursera.org › coursera articles › data › data science › what is data science? definition, examples, jobs, and more
What Is Data Science? Definition, Examples, Jobs, and More | Coursera
Data science combines statistical tools, analytical methods, machine learning algorithms, artificial intelligence, and domain expertise to gain insights into your data. You can use this to inform decision-making and next steps.
Published   October 15, 2025
Views   423
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AWS
aws.amazon.com › what is cloud computing? › cloud computing concepts hub › analytics › what is data science?
What is Data Science? - Data Science Explained - AWS
5 days ago - It is a multidisciplinary approach that combines principles and practices from the fields of mathematics, statistics, artificial intelligence, and computer engineering to analyze large amounts of data. This analysis helps data scientists to ask and answer questions like what happened, why it happened, what will happen, and what can be done with the results. Data science is important because it combines tools, methods, and technology to generate meaning from data.
Find elsewhere
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iSchool
ischool.syracuse.edu › home › articles
What Is Data Science? Definition, Tools, Techniques, & More
February 26, 2025 - Our Master’s in Data Science program is designed to equip you with cutting-edge technical expertise and the ability to translate complex data into actionable insights that help you drive impactful decisions.
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Codecademy
codecademy.com › catalog › subject › data-science
Data Science Courses & Tutorials | Codecademy
Data scientists try to make sense of the data that’s all around us. Taking a data science course can help you make informed decisions, create beautiful visualizations, and even try to predict future events through Machine Learning.
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Reddit
reddit.com › r/learnmachinelearning › is studying data science still worth it?
r/learnmachinelearning on Reddit: Is studying Data Science still worth it?
December 11, 2024 -

Hi everyone, I’m currently studying data science, but I’ve been hearing that the demand for data scientists is decreasing significantly. I’ve also been told that many data scientists are essentially becoming analysts, while the machine learning side of things is increasingly being handled by engineers.

  • Does it still make sense to pursue a career in data science or should i switch to computer science?

  • Also, are machine learning engineers still building models or are they mostly focused on deploying them?

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Northwestern
statistics.northwestern.edu › undergraduate › data_science_major
Major in Data Science: Department of Statistics and Data Science - Northwestern University
The major in Data Science is designed to train more specialized data scientists through a more rigorous and comprehensive curriculum that integrates mathematics, statistics, computer science and other domain science courses.
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University of Florida
catalog.ufl.edu › UGRD › colleges-schools › UGLAS › DAT_BS
Data Science | University of Florida Catalog
The Data Science major at the University of Florida combines computer science, statistics, and mathematics to help students solve real-world problems. Students learn about programming, databases, statistical reasoning, and problem-solving, as well as gain knowledge in data science applications ...
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Dataversity
training.dataversity.net › courses › what-is-data-science
What is Data Science?
The DATAVERSITY Training Center - Data Management, Data Governance and Data Education Training
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Michigan Tech
mtu.edu › cs › undergraduate › data-science › what-is
What is Data Science?
April 9, 2025 - Data Science (MS) The Master of Science in Data Science provides a comprehensive, course-based education in data mining, predictive analytics, cloud computing, data science fundamentals, communication, and business acumen.
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Harvard SEAS
seas.harvard.edu › news › how-become-data-scientist
How to Become a Data Scientist
February 25, 2025 - Build a strong educational foundation – A bachelor's degree in data science, computer science, statistics, or applied math is a solid starting point. Alternatively, online courses and bootcamps can help introduce you to the field.
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Microsoft Azure
azure.microsoft.com › en-us › resources › cloud-computing-dictionary › what-is-data-science
What is Data Science? Become a Data Scientist | Microsoft Azure
Learn about data science, the scientific study of data that combines multiple disciplines to extract data for the purpose of making informed decisions and predictions.
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Microsoft Learn
learn.microsoft.com › en-us › training › career-paths › data-scientist
Training for Data Scientists | Microsoft Learn
A data scientist is a data expert who helps collect, analyze and interpret large amounts of data in order to solve complex business problems. They combine statistics, computer science and business acumen to help an organization understand more ...
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Flatiron School
flatironschool.com › home › what is data science
What is data science? | Flatiron School
April 20, 2023 - Data science is a rewarding career. Those who choose data science are reported to be highly satisfied with their career. Plus, it’s a lucrative business, with an average base salary of $115,000 in the United States. Data science courses include programming languages such as Python and R.
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W3Schools
w3schools.com › datascience › ds_introduction.asp
Data Science Introduction
Data Science is a combination of multiple disciplines that uses statistics, data analysis, and machine learning to analyze data and to extract knowledge and insights from it.