This page serves to aggregate sources to help you better understand data, mathematical modelling, machine learning and AI.
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Statistics
Statistics are the basis of any data analysis. It is important for you to keep your mind fresh on them and keep up to date on new techniques and Tools.
| Resource | Type | Link | Notes |
| zedstatistics | YouTube channel | https://www.youtube.com/@zedstatistics | One of the best maths profs I’ve ever seen explaining statistical concepts |
Programming
To deal with data, you will need to move beyond the spreadsheet and into code. R and Python will be your mostly used languages, and these resources will help you learn them. Also learning a bit of SQL, the basic query language of databases, will be extremely useful to you.