Not offered in the current semester · Last offered AY2025/2026 Semester 2

Fundamentals Of Data Science For Eess

Last offered — AY2025/2026 Semester 2

The goal of this class is to develop a working knowledge of data science and its use in earth systems research and practice. The course is split evenly between key concepts / theory and practical experience writing code and analyzing outputs. Some introductory knowledge of statistics is assumed, and some familiarity with programming is helpful but not required.

Total hours per week: 3 hrs

AUs	3.0 AUs
Grade Type
Prerequisite	ES2001, MH1800, MH1802, CY1601, CY1602
Exam

Prerequisite Graph

Required first

CY1601Mathematics I CY1602Mathematics Ii ES2001Computational Earth Systems Science MH1800Calculus For The Sciences I MH1802Calculus For The Sciences

ES0002

Fundamentals Of Data Science For Eess

Unlocks

ES4302Introduction To Earth Environmental Simulations

Available Indexes

	Mon	Tue	Wed	Thu	Fri
930
1000
1030
1100
1130
1200
1230
1300
1330
1400
1430
1500
1530
1600
1630
1700
1730
1800

Other offerings

AY24/25

Semester 1Semester 2Sp. Term

AY23/24

Semester 1Semester 2Sp. Term

AY22/23

Semester 1Semester 2Sp. Term

AY21/22

Semester 1Semester 2Sp. Term

AY20/21

Semester 1Semester 2Sp. Term

AY19/20

Semester 1Semester 2Sp. Term

AY18/19

Semester 1Semester 2Sp. Term

Other Relevant Mods

ES0001

The Physical Environments Of Singapore

ES0238

Writing Science For Non-Scientists

ES1003

E2S2: Solid Earth

ES1007

Climate Change

ES2002

Earth Materials

ES2003

E2S2 Biosphere

ES2004

Sedimentary Geology

ES2203

Global Environmental Politics & Governance

ES2301

Principles Of Heredity & Ecological Genetics

Mon

Tue

Wed

Thu

Fri

930

COMMON LEC (LE)

0930-1050 Tue

N1.1-B2-1B

79201 TUT (T)

0930-1050 Wed

N1.1-B2-1B

1000

1030

Mon

Tue

Wed

Thu

Fri

930

1000

1030

1100

1130

1200

1230

1300

1330

1400

1430

1500

1530

1600

1630

1700

1730

1800

Not Available To Programme	ACBS, ACC, ADM, AERO, AISC, ARED, ASEC, BACF, BASA, BCE, BCG, BEEC, BIE, BMS, BS, BSB, BSPY, BUS, CBE, CBEC, CE, CEE, CEE 1, CEEC, CHEM, CHIN, CMED, CNEL, CNLM, COMP, CS, CSC, CSEC, CVEC, DSAI, ECMA, ECON, ECPP, ECPS, EEE, EEE 1, EEEC, ELAH, ELH, ELHS, ELPL, ENE, ENE 1, ENEC, ENG, HIST, HSCN, HSLM, IEEC, IEM, LMEL, LMPL, LMS, MACS, MAEC, MAEO, MAT, MATH, ME 1, ME(DES), ME(IMS), ME(NULL), ME(RMS), MEEC(DES), MEEC(IMS), MEEC(NULL), MEEC(RMS), MS, MS-2ndMaj/Spec(MSB), MTEC, PESC, PHIL, PHY, PLCN, PLHS, PPGA, PSLM, PSMA, PSY, REP, ROBO, SCED, SOC, SPPE, SSM
Not Available To All Programme With	Yr1, Yr2
Not Available As BDE/UE To Programme
Not Available As Core To Programme
Not Available As PE To Programme
Mutually Exclusive With
Not Offered As BDE
Not Offered As Unrestricted Elective

Not Available To Programme	ACBS, ACC, ADM, AERO, AISC, ARED, ASEC, BACF, BASA, BCE, BCG, BEEC, BIE, BMS, BS, BSB, BSPY, BUS, CBE, CBEC, CE, CEE, CEE 1, CEEC, CHEM, CHIN, CMED, CNEL, CNLM, COMP, CS, CSC, CSEC, CVEC, DSAI, ECMA, ECON, ECPP, ECPS, EEE, EEE 1, EEEC, ELAH, ELH, ELHS, ELPL, ENE, ENE 1, ENEC, ENG, HIST, HSCN, HSLM, IEEC, IEM, LMEL, LMPL, LMS, MACS, MAEC, MAEO, MAT, MATH, ME 1, ME(DES), ME(IMS), ME(NULL), ME(RMS), MEEC(DES), MEEC(IMS), MEEC(NULL), MEEC(RMS), MS, MS-2ndMaj/Spec(MSB), MTEC, PESC, PHIL, PHY, PLCN, PLHS, PPGA, PSLM, PSMA, PSY, REP, ROBO, SCED, SOC, SPPE, SSM
Not Available To All Programme With	Yr1, Yr2
Not Available As BDE/UE To Programme
Not Available As Core To Programme
Not Available As PE To Programme
Mutually Exclusive With
Not Offered As BDE
Not Offered As Unrestricted Elective

	Tue	Wed
930	COMMON LEC (LE) 0930-1050 Tue N1.1-B2-1B	79201 TUT (T) 0930-1050 Wed N1.1-B2-1B
1000
1030