Data science is the intersection of engineering, analytics and business. Below is our teaching curriculum grouped by these three dimensions:
Data Science Retreat is an advanced program; we have higher initial requirements than most data science bootcamps.
Don't worry if you aren't where you need to be yet; we are here to help no matter where you are in your data science transition.
There are no strict requirements on your level before the interview. Most participants have already taken their first steps learning Python or machine learning before the interview.
We recommend that anyone considering studying at Data Science Retreat to book an interview; we are happy to give advice on what you can study to get up to speed.
Below we outline the required knowledge for our participants to explore before they study with us:
For Python, we expect students to be familiar with the following concepts outlined in the Python Tutorial:
For linear algebra, participants are expected to understand:
For probability, we expect participants to be familiar with:
For machine learning, we expect students to have: