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Data science has created a plethora of job opportunities for aspiring data scientists and many more professions in recent years. Students and working professionals are highly interested to have a strong understanding of different aspects and elements of data science. They constantly look for online courses with 100% placement in reputed companies from different institutions offering courses on data science. Courses on data science are providing a sufficient and deep understanding of all key concepts and hands-on experience with real-life projects to candidates. Let's explore some of the top universities providing data science courses.
MIT is one of the leading institutes for both teaching and research in the field of modern computing. In 2001, the university launched its OpenCourseWare platform. The aim of which is to make lecture notes, problem sets, exams, and video lectures, for the vast majority of its courses, available for free online.
Andreas C. Muller, one of the core developers for the popular Python machine learning library Scikit-learn, is also a Research Scientist and lecturer at Columbia University. Each year he publishes all material for his 'Applied Machine Learning Course online. All the slides, lecture notes, and homework assignments for the course are available in this Github repo.
The Stanford School of Engineering regularly makes a selected number of its seminars available for free online. There are a select number of data science-related seminars available including 'Human-Computer Interaction', and 'Robotics and Autonomous Systems. In addition, Stanford uploads many of its seminars and lectures to its Youtube channel. There are a wealth of videos covering data science, machine learning, and deep learning on the channel.
Harvard University publishes a selection of completely free online courses on its website. The courses are mostly hosted by edX so you also have the option of pursuing certification for each course for a small payment.
Offered through the Krannert School of Management, Purdue University's Master of Science in Business Analytics and Information Management is a full-time program that starts every year in June and runs for three semesters. The graduate program offers three specializations in supply chain analytics, investment analytics, and corporate finance analytics.
DePaul University offers an MS in data science that promises to equip students with the right skills for a career in data science. The program includes a graduate capstone requirement, but you can choose between completing a real-world data analytics project, taking a predictive analytics capstone course, participating in an analytics internship, or completing a master's thesis.
The University of Rochester offers an MS in Data Science through the Goergen Institute for Data Science. The program can be completed in two or three semesters of full-time study, but the two-semester path includes a rigorous course load, so it's recommended for students who already have a strong background in computer science and mathematics. For those without a strong background in computer science, you can take an optional summer course that will help get you up to speed before the program starts.
New York University offers an MS in Data Science (MSDS) and offers several concentrations to select from, including data science, big data, mathematics and data, natural language processing, and physics. You'll need to earn 36 credits to graduate, which takes full-time students an average of two years to complete.
Carnegie Mellon University offers a Master's in Computation Data Science (MCDS) through the Tepper School of Business. During your first semester, you will be required to take four core courses: cloud computing, machine learning, interactive data science, and a data science seminar. By the end of the first semester, you will need to select from three concentrations, including systems, analytics, or human-centered data science. Your concentration will help inform the courses you take during the rest of the program.
North Carolina State University offers an MS in Analytics (MSA) program that's designed as a 10-month cohort-based learning experience that focuses on teamwork and one-on-one coaching. The graduating MSA class of 2018 had a 95 percent employment rate by graduation, with an average base salary of US$98,200 per year, according to the university.
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