All Data Science Degree Courses For FREE! Harvard MIT Free Courses | Summary and Q&A

TL;DR

This video provides a comprehensive guide to a free self-education path in data science, offering courses from top universities and professors worldwide.

Key Insights

• 🥶 The provided data science curriculum on OSSU offers a free self-education path to become a proficient data scientist.
• 🔬 The curriculum includes courses on data science, computer science, data structures and algorithms, databases, calculus, statistics, data science tools, and machine learning.
• ✋ Prior knowledge in high school math and statistics is recommended as a prerequisite for the curriculum.
• 👨‍💼 Re-Level is introduced as an additional resource for finding job opportunities and taking tests in business and data analyst roles.
• 🏛️ The video emphasizes the importance of building a portfolio of projects rather than focusing solely on obtaining certificates.
• 🔬 Python is recommended as a commonly used programming language in the data science community.
• 👣 A duration spreadsheet is provided to track progress and estimate the time required to complete the curriculum.

Transcript

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Questions & Answers

Q: Where can I find the data science curriculum mentioned in the video?

The data science curriculum can be found on the OSSU GitHub repository, which provides a comprehensive list of free courses from top universities.

Q: Do I need to have prior knowledge in high school math and statistics to start the curriculum?

Yes, it is recommended to have basic knowledge in high school math and statistics before proceeding with the curriculum. The video suggests checking out free courses on Khan Academy or other platforms to acquire this knowledge if needed.

Q: Is it necessary to obtain certificates for each course in the curriculum?

No, obtaining certificates is not necessary. The video emphasizes that having a portfolio of projects is more important than certificates in the field of data science.

Q: Are there any other resources mentioned in the video apart from the OSSU curriculum?

The video mentions Re-Level, which offers tests in business and data analyst roles, with opportunities for job interviews and packages offered by top companies.

Summary & Key Takeaways

• The video discusses a data science curriculum on an open-source site called OSSU, providing a list of free courses from top universities.

• It emphasizes the importance of having basic high school math and statistics knowledge as prerequisites before starting the curriculum.

• The curriculum includes courses on data science, computer science, data structures and algorithms, databases, calculus, statistics, data science tools, and machine learning.