Historical snapshot: AY2020/2021 Semester 2 · View current offering
ModsES0002AY2020/2021 Semester 2
Fundamentals Of Data Science For Eess
AY2020/2021 Semester 2
The course will focus on fundamental processes for scientific modelling, inference and data-science and their application in earth and environmental system science. The class will cover (1) basic concepts and tools in data science, (2) brief review of statics, (3) goals and principles of scientific modeling, (4) model development, (5) model calibration and selection, (6) sensitivity analysis, (7) model evaluation, (8) model predictions, (9) results visualization and communication.
| AUs | 3.0 AUs |
| Categories | CoreBDE |
| Not Available To Programme | ACBS, ACC, ADM, AERO, ARED, ASEC, BCE, BCG, BEEC, BIE, BMS, BS, BSB, BSPY, BUS, CBE, CBEC, CE, CEE, CEEC, CHEM, CHIN, CS, CSC, CSEC, CVEC, DSAI, ECMA, ECON, ECPP, ECPS, EEE, EEEC, ELAH, ELH, ENE, ENEC, ENG, HIST, IEEC, IEM, LMS, MACS, MAEC, MAEO, MAT, MATH, ME(DES), ME(NULL), ME(RMS), MEEC(DES), MEEC(NULL), MEEC(RMS), MS, MS-2ndMaj/Spec(MSB), MTEC, PHIL, PHY, PPGA, PSLM, PSY, SCED, SOC, SSM |
| Not Available To All Programme With | Yr1, Yr2 |
| Exam |
Available indexes
| Mon | Tue | Wed | Thu | Fri | ||
|---|---|---|---|---|---|---|
| 1300 | 79048 LAB (LA) 1300-1430 Fri LHN-LT | |||||
| 1330 | COMMON LEC (LE) 1330-1500 Tue LHN-LT Wk1-12, Teaching Wk13 | 79048 LAB (LA) 1330-1500 Tue LHN-LT Wk1-12, Teaching Wk13 | ||||
| 1400 | ||||||
| 1430 | ||||||