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Free courses are very popular on our platform and we have received many requests for more resources from beginners and professionals alike. To meet the needs of aspiring data scientists, we provide a collection of free data science courses from top universities in the world.
University professors and TAs teach these courses and cover topics such as mathematics, probability, programming, databases, data science, data processing, data analytics, and machine learning. By the end of these courses, you will have acquired the skills required to master data analytics and be job-ready.
To combine: 5 Free University Courses to Learn Computer Science
If you are considering a career in data, it is very significant to learn the basics of computer science. Many data science job applications include a coding interview section, during which you’ll be required to solve problems using your chosen programming language.
This compilation offers some of the best free university courses to facilitate you master the basics such as computer hardware/software. You will learn Python, data structures and algorithms, as well as imperative software engineering tools.
To combine: 5 Free University Courses to Learn Python
A curated list of five online courses offered by renowned universities such as Harvard, MIT, Stanford, University of Michigan, and Carnegie Mellon University. These courses are designed to teach Python programming to beginners and cover basics such as variables, control structures, data structures, file I/O, regular expressions, object-oriented programming, and computer science concepts such as recursion, sorting algorithms, and constraints computational.
To combine: 5 Free University Courses to Learn Databases and SQL
This is a list of free database and SQL courses offered by renowned universities such as Cornell, Harvard, Stanford, and Carnegie Mellon University. These courses cover a wide range of topics, from the basics of SQL and relational databases to advanced concepts such as NoSQL, NewSQL, database internals, data models, database design, distributed data processing, transaction processing, query optimization, and the inner workings of up-to-date warehouses analytics such as Google BigQuery and Snowflake.
To combine: 5 Free University Courses on Data Science
A compilation of online courses and resources available to those interested in data science, machine learning and artificial intelligence. It highlights courses from prestigious institutions such as Harvard, MIT, Stanford, Berkeley, covering topics such as Python for data science, statistical thinking, data analysis, mining of massive data sets, and introduction to artificial intelligence.
To combine: 5 Free University Courses for Data Science
An extensive list of free online courses from Harvard, MIT, and Stanford designed to facilitate individuals learn data science from scratch. It begins with an introduction to Python programming and the fundamentals of data science, followed by courses covering computational thinking, statistical learning, and the mathematics that underpin data science concepts. Courses cover a wide range of topics including programming, statistics, machine learning algorithms, dimensionality reduction techniques, clustering, and model evaluation.
To combine: 9 Free Harvard Courses for Data Science – KDnuggets
It presents a data science roadmap consisting of 9 free courses offered by Harvard. It starts with learning the basics of programming in R or Python, followed by courses in data visualization, probability, statistics, and productivity tools. It then discusses data preprocessing techniques, linear regression, and machine learning concepts. The final step is a debriefing project, which allows students to apply what they have learned in previous courses to a hands-on data science project.
Free online courses from top universities are an incredible resource for anyone looking to break into the data science field or improve their current skills. This curated collection includes a list of courses covering all key areas – from basic computer science and Python programming, to databases and SQL, data analytics, machine learning and full data science curricula. Thanks to courses taught by world-class professors, you can gain comprehensive knowledge and practical experience in the latest data analysis tools and techniques used in the industry.
Abid Ali Awan (@1abidaliawan) is a certified data science professional who loves building machine learning models. Currently, he focuses on creating content and writing technical blogs about machine learning and data science technologies. Abid holds a Master’s degree in Technology Management and a Bachelor’s degree in Telecommunications Engineering. His vision is to build an AI product using a graph neural network for students struggling with mental illness.