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In my decade of teaching online, the most significant inspiration has been that online learning democratizes access to education globally. Regardless of your ethnicity, income level, and geographic location, as long as you can navigate the web, you can find an ocean of free educational content to help you learn new skills.
This article features six free, top-notch data science resources ideal for aspiring data analysts, data scientists, or anyone looking to improve their analytical skills.
1. 365 Data Science Flashcards
At 365 Data Science, we offer a range of expertly designed layouts flashcard decks to teach fundamental data science concepts, including terms and glossaries for tools such as Microsoft Excel, SQL, Python, and ChatGPT. Additionally, our flashcards cover mathematics, statistics, probability, and machine learning, providing a great starting point for beginners by familiarizing them with the essential language of data science. Free Udemy Courses
2.Udemy
Udemy is the go-to marketplace for online courses. Its content library includes more than 100,000 titles on almost every topic, including data analysis and data science. They also offer free courses uploaded by authors eager to share their knowledge with the public at no cost. Use the filter options when browsing the marketplace to discover unique learning materials.
3. Data Science Statistical Calculators 365
Recently, 365 Data Science launched a series of statistical calculators designed for college students and professionals eager to understand the underlying theory and mechanics of statistical calculations, beyond simply achieving results through tools like Excel or Python. These calculators allow users to enter problem data for homework, exams, or practice, revealing each step necessary to reach the solution and not just the result. Each calculator includes a detailed statistical article to explain the concept, providing an invaluable opportunity to learn through understanding and application.
Use these free statistical calculators to find out how to:
4. YouTube Tutorials
YouTube data content creators offer immense value, offering everything from concise tutorials and data science job search tips to comprehensive courses. If you're looking for exceptional free data science learning resources, consider these top recommendations:
5. Data Science 365 Course Notes and Career Guides
At 365 Data Science, we offer a lot of free resources to our students. For those interested in exploring data science without financial limitations, download our free course notes and career guides. You will be able to access various topics at no cost, including Introduction to data science, Statistics, Probability, Piton, Machine learning, Data strategyand others.
In addition to the course notes, you can download 365 notes for free. Data Analyst Professional Guide and Data Scientist Career Guide.
6. Free Big tech Courses
Google, ai/generative-ai-is-a-tool-in-service-of-humanity” rel=”noopener” target=”_blank”>microsoft, Amazonand other large technology organizations have shown increasing interest in offering free online courses to people around the world.
For example, you can register at no cost for the Google Data Analytics Professional Certification on Coursera, accessing courses for free until opting to pay a reasonable fee for a certificate of completion.
Conclusion
This comprehensive list of free data science learning resources is a testament to the quality content available online at no cost. The wealth of educational resources available will motivate future data analysts and scientists, enhancing global skills and career prospects, regardless of their humble origins.
