Math Essentialsλ︎
Data Science is an application of several fields of mathematics:
- Statistics & Probability (process & interpret data)
- Linear Algebra
- Mathematical Optimisation (solving puzzles by finding optimal solution)
- Calculus
Mathematics uses these fields via experimental design (e.g. A/B testing), data processing and modelling.
Quote
Without mathematics there is no data science... only data - John Stevenson (and probably many others before)
Video Tutorialsλ︎
Animated Mathematic Theory Explanations
Videos and Channels currently being reviewed by Practicalli
- Data Science introduction - Free Code Camp
- Damsel in Data
- How to learn math for data science (the minimize effort maximize outcome way)
- Maths For Data Science - Geek's Lesson
- Thu Vu data analytics
- Mathematics, statistics for data science and machine learning