Section: 02 - JULIA2: Scientific programming with Julia | AT2.MDD 57 – Scientific programming with Julia

SPJ - 02 JULIA2 - 1: Data Wrangling (1:31:15)

SPJ - 02 JULIA2 - 1A: Introduction and data import (18:28) Page

SPJ - 02 JULIA2 - 1B: Getting insights of the data (25:26) Page

SPJ - 02 JULIA2 - 1C: Edit data and dataframe structure (23:40) Page

SPJ - 02 JULIA2 - 1D: Pivot, Split-Apply-Combine and data export (23:39) Page

SPJ - 02 JULIA2 - 2: Further topics (1:08:19)

SPJ - 02 JULIA2 - 2A: Plotting (15:18) Page

SPJ - 02 JULIA2 - 2B: Probability distributions and data fitting (11:55) Page

The forest growth fitting problem Assignment

SPJ - 02 JULIA2 - 2C: Constrained optimisation, the transport problem (24:59) Page

SPJ - 02 JULIA2 - 2D: Nonlinear constrained optimisation, the optimal portfolio allocation (16:04) Page

The profit maximisation problem Assignment

Section outline