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DAT11 Applied Data Science (Skills for Data Science (Computer Science 101,…
DAT11 Applied Data Science
Skills for Data Science
Computer Science 101
R 101
Excel 101
Python 101
Maths 101
Calculus 101
Statistics 101
Linear Algebra 101
Economics and Science 101
Macroeconomics 101
Microeconomics 101
Scientific Method 101
Arts and Innovation 101
Design 101
Research 101
Presentation 101
Traditional Data Science
Regression Methods
Least Squares
Line of Best Fit
Classification Methods
Decision Trees
Techniques
Confusion Matrix
Correlation
Modern Data Science
AI and NNs
NNs
DL
Ensemble Methods
RFs
Extra Trees
Modern Techniques
Optimisation
Calculus