## misc learning

- Rocket textbook
- Old maths topics
- Python data analysis
- R time series
- Linux
- Github
- Maths history
- Fundamentals of physics
- agile
- leet

## articles

- Classification of phenomena by how easy they are to predict.
- Properties of industry-related derivatives.
- Automation - is it happening?
- Economic analysis on admin data e.g. VAT data to estimate lifespan of firms.
- test whether machine learning can 'discover' hidden structure (that is planted)
- define usefulness & closeness to decision makers.
- systematic way to uncover secrets knowledge about how things actually work.
- wage data derivatives
- lateral inhibition vs social norms.... implications for raising children

## projects

- booksonnews - multi-disciplinary analysis of news.
- sig|nal - code to mark mathematics exams.
- ONS outlier/trend detection - python code.
- Dissertation - machine learning applied to macroeconomic/micro data.
- Quantecon - translate Python code into R.
- OBR - translate winsolve OBR code into Python.
- Linear algebra udemy course.
- book review web scraper classified by reviewer
- guided journalling/
- G-Fold algorithm
- Classifying prediction problems
- r package ons statistics + build in methodology + analysis
- not big data but small data, outlier/anomaly/weirdness detection
- youtube video scanning of questions with elon - categorising the questions
- model different models competing against each other in fake assets markets and see who wins/ get most returns
- case studies of where data science has worked
- reinforcement learning in a game with changing rules. i.e. learning how to learn