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Free courses are very popular on our platform and we have received many requests from both beginners and professionals for more resources. To meet the demand of aspiring data scientists, we offer a collection of free data science courses from top universities around the world.
These courses are taught by university professors and TAs and cover topics such as mathematics, probability, programming, databases, data analysis, data processing, data analysis, and machine learning. By the end of these courses, you will have acquired the skills necessary to master data science and be job-ready.
Link: 5 free university courses to learn computer science
If you're considering switching to a career in data, it's crucial to learn the fundamentals of computer science. Many data science job applications include a coding interview section where you'll need to solve problems using a programming language of your choice.
This compilation offers some of the best free college courses to help you master basics like computer hardware and software. You will learn Python, data structures and algorithms, as well as essential tools for software engineering.
Link: 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, covering fundamentals 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 computational limits. .
Link: 5 free university courses to learn databases and SQL
It 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 modern technology. analytical data warehouses such as Google BigQuery and Snowflake.
Link: 5 free college courses on data analysis
Collection of online courses and resources available for people interested in pursuing 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 massive data sets, and an introduction to artificial intelligence.
Link: 5 free university courses to learn data science
A comprehensive list of free online courses from Harvard, MIT, and Stanford, designed to help people 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 behind data science concepts. Courses cover a wide range of topics, including programming, statistics, machine learning algorithms, dimensionality reduction techniques, clustering, and model evaluation.
Link: 9 Free Harvard Courses to Learn Data Science – KDnuggets
It outlines a data science learning roadmap consisting of 9 free courses offered by Harvard. It starts with learning the basics of programming in R or Python, followed by courses on data visualization, probability, statistics, and productivity tools. It then covers data preprocessing techniques, linear regression, and machine learning concepts. The final step involves a capstone project that allows students to apply the knowledge gained in previous courses to a practical data science project.
Free online courses from top universities are an incredible resource for anyone looking to enter the field of data science or improve their current skills. This curated collection contains a list of courses covering all key areas, from basic computer science and programming with Python, to databases and SQL, data analytics, machine learning, and complete data science curricula. With courses taught by world-class faculty, you can gain comprehensive knowledge and hands-on experience with the latest data science tools and techniques used in the industry.
Abid Ali Awan (@1abidaliawan) is a certified professional data scientist who loves building machine learning models. Currently, he focuses on content creation and writing technical blogs on data science and machine learning technologies. Abid has a master's degree in technology management and a bachelor's degree in telecommunications engineering. His vision is to build an artificial intelligence product using a graph neural network for students struggling with mental illness.