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Page 1: cs1010-lec1 - National University of Singapore · 2018. 8. 17. · AY18/19 Sem 1 Ooi Wei Tsang ooiwt@comp.nus.edu.sg AS6 05-15 CS1010 Office Hours: Wed 4-5pm
Page 2: cs1010-lec1 - National University of Singapore · 2018. 8. 17. · AY18/19 Sem 1 Ooi Wei Tsang ooiwt@comp.nus.edu.sg AS6 05-15 CS1010 Office Hours: Wed 4-5pm

AY18/19 Sem 1

CS1010Programming Methodology

Page 3: cs1010-lec1 - National University of Singapore · 2018. 8. 17. · AY18/19 Sem 1 Ooi Wei Tsang ooiwt@comp.nus.edu.sg AS6 05-15 CS1010 Office Hours: Wed 4-5pm

Lecture 1

Admin MattersUnit 1: What is a Program?

Unit 2: Computational Problems & Algorithms

14 August 2018

Page 4: cs1010-lec1 - National University of Singapore · 2018. 8. 17. · AY18/19 Sem 1 Ooi Wei Tsang ooiwt@comp.nus.edu.sg AS6 05-15 CS1010 Office Hours: Wed 4-5pm

AY18/19 Sem 1

Ooi Wei [email protected]

AS6 05-15

CS1010 Office Hours: Wed 4-5pm

Page 5: cs1010-lec1 - National University of Singapore · 2018. 8. 17. · AY18/19 Sem 1 Ooi Wei Tsang ooiwt@comp.nus.edu.sg AS6 05-15 CS1010 Office Hours: Wed 4-5pm

AY18/19 Sem 1

What will you learn?

Page 6: cs1010-lec1 - National University of Singapore · 2018. 8. 17. · AY18/19 Sem 1 Ooi Wei Tsang ooiwt@comp.nus.edu.sg AS6 05-15 CS1010 Office Hours: Wed 4-5pm

AY18/19 Sem 1

• Comfortable with reading and developing small programs to solve a given problem

• Become proficient with C syntax and language and associated programming tools (editors, debuggers)

Page 7: cs1010-lec1 - National University of Singapore · 2018. 8. 17. · AY18/19 Sem 1 Ooi Wei Tsang ooiwt@comp.nus.edu.sg AS6 05-15 CS1010 Office Hours: Wed 4-5pm

What do you need to know to be here?

• Nothing about writing programs

• Comfortable with using a computer

• Comfortable with secondary school math and notations

Page 8: cs1010-lec1 - National University of Singapore · 2018. 8. 17. · AY18/19 Sem 1 Ooi Wei Tsang ooiwt@comp.nus.edu.sg AS6 05-15 CS1010 Office Hours: Wed 4-5pm

Weekly Activities

• 2-hour lecture: Tues 4-6pm, weekly

• 2-hour tutorial / lab: up to 15 students per lab, starting Week 3

Page 9: cs1010-lec1 - National University of Singapore · 2018. 8. 17. · AY18/19 Sem 1 Ooi Wei Tsang ooiwt@comp.nus.edu.sg AS6 05-15 CS1010 Office Hours: Wed 4-5pm

UDLs and TAs

• UDLs: Your seniors who return to help your learn in CS1010

• TAs: PhD students who teach part-time / full-time

Page 10: cs1010-lec1 - National University of Singapore · 2018. 8. 17. · AY18/19 Sem 1 Ooi Wei Tsang ooiwt@comp.nus.edu.sg AS6 05-15 CS1010 Office Hours: Wed 4-5pm

AY18/19 Sem 1

Open Book Exams

Not a memorisation-based module

Any APIs needed will be given

Page 11: cs1010-lec1 - National University of Singapore · 2018. 8. 17. · AY18/19 Sem 1 Ooi Wei Tsang ooiwt@comp.nus.edu.sg AS6 05-15 CS1010 Office Hours: Wed 4-5pm

AY18/19 Sem 1

Module Homepage

https://nus-cs1010.github.io/1819-s1/

lecture notesassignments

guides/manualsetc.

Page 12: cs1010-lec1 - National University of Singapore · 2018. 8. 17. · AY18/19 Sem 1 Ooi Wei Tsang ooiwt@comp.nus.edu.sg AS6 05-15 CS1010 Office Hours: Wed 4-5pm

AY18/19 Sem 1

Piazza Q&A

https://piazza.com/class/jkqlna92ju045j

Page 13: cs1010-lec1 - National University of Singapore · 2018. 8. 17. · AY18/19 Sem 1 Ooi Wei Tsang ooiwt@comp.nus.edu.sg AS6 05-15 CS1010 Office Hours: Wed 4-5pm

AY18/19 Sem 1

Important Dates

October 2, 2018 (Midterm)

November 27, 2018 (Final)

Page 14: cs1010-lec1 - National University of Singapore · 2018. 8. 17. · AY18/19 Sem 1 Ooi Wei Tsang ooiwt@comp.nus.edu.sg AS6 05-15 CS1010 Office Hours: Wed 4-5pm

AY18/19 Sem 1

Important Dates (tentative)

October 6, 2018 (PE1)

November 10, 2018 (PE2)

Page 15: cs1010-lec1 - National University of Singapore · 2018. 8. 17. · AY18/19 Sem 1 Ooi Wei Tsang ooiwt@comp.nus.edu.sg AS6 05-15 CS1010 Office Hours: Wed 4-5pm

AY18/19 Sem 1

Open Book

Bring any materials you wish

Nothing to memorise

Page 16: cs1010-lec1 - National University of Singapore · 2018. 8. 17. · AY18/19 Sem 1 Ooi Wei Tsang ooiwt@comp.nus.edu.sg AS6 05-15 CS1010 Office Hours: Wed 4-5pm

Final30%

Midterm15%

PE 215%

PE 110%

Assignments30%

Page 17: cs1010-lec1 - National University of Singapore · 2018. 8. 17. · AY18/19 Sem 1 Ooi Wei Tsang ooiwt@comp.nus.edu.sg AS6 05-15 CS1010 Office Hours: Wed 4-5pm

CS1010 is not graded on a bell curve

0

10

20

30

40

A+ A to A- B+ to B B- to C D+ to D F

NOT the actual NUS bell curve

Page 18: cs1010-lec1 - National University of Singapore · 2018. 8. 17. · AY18/19 Sem 1 Ooi Wei Tsang ooiwt@comp.nus.edu.sg AS6 05-15 CS1010 Office Hours: Wed 4-5pm

In CS1010, you will get the grade you deserved, irrespective of other students in the class.

Page 19: cs1010-lec1 - National University of Singapore · 2018. 8. 17. · AY18/19 Sem 1 Ooi Wei Tsang ooiwt@comp.nus.edu.sg AS6 05-15 CS1010 Office Hours: Wed 4-5pm

AY18/19 Sem 1

Strict policy on plagiarism

Disciplinary action will be taken :(

Page 20: cs1010-lec1 - National University of Singapore · 2018. 8. 17. · AY18/19 Sem 1 Ooi Wei Tsang ooiwt@comp.nus.edu.sg AS6 05-15 CS1010 Office Hours: Wed 4-5pm

AY18/19 Sem 1

Accounts• Register for an SoC UNIX account if you do not have one

at https://mysoc.nus.edu.sg/~newacct/

• Register for a GitHub account if you do not have one at https://www.github.com/

• Activate your Piazza account (link emailed to you)

Page 21: cs1010-lec1 - National University of Singapore · 2018. 8. 17. · AY18/19 Sem 1 Ooi Wei Tsang ooiwt@comp.nus.edu.sg AS6 05-15 CS1010 Office Hours: Wed 4-5pm

AY18/19 Sem 1

Policies• Read about other CS1010 policies at the module website

• Using email and Piazza

• Attendance

• Late submission

• Slides / screencast availability

• …

Page 22: cs1010-lec1 - National University of Singapore · 2018. 8. 17. · AY18/19 Sem 1 Ooi Wei Tsang ooiwt@comp.nus.edu.sg AS6 05-15 CS1010 Office Hours: Wed 4-5pm

AY18/19 Sem 1

Some words of advice

Page 23: cs1010-lec1 - National University of Singapore · 2018. 8. 17. · AY18/19 Sem 1 Ooi Wei Tsang ooiwt@comp.nus.edu.sg AS6 05-15 CS1010 Office Hours: Wed 4-5pm

AY18/19 Sem 1

Work hard. Very very hard.

Page 24: cs1010-lec1 - National University of Singapore · 2018. 8. 17. · AY18/19 Sem 1 Ooi Wei Tsang ooiwt@comp.nus.edu.sg AS6 05-15 CS1010 Office Hours: Wed 4-5pm

At NUS SoC, learning is very different from your

prior education

Page 25: cs1010-lec1 - National University of Singapore · 2018. 8. 17. · AY18/19 Sem 1 Ooi Wei Tsang ooiwt@comp.nus.edu.sg AS6 05-15 CS1010 Office Hours: Wed 4-5pm

less rote learning;more open-ended problems;

more self-learning

Page 26: cs1010-lec1 - National University of Singapore · 2018. 8. 17. · AY18/19 Sem 1 Ooi Wei Tsang ooiwt@comp.nus.edu.sg AS6 05-15 CS1010 Office Hours: Wed 4-5pm

don’t optimise for grades and CAPs

Page 27: cs1010-lec1 - National University of Singapore · 2018. 8. 17. · AY18/19 Sem 1 Ooi Wei Tsang ooiwt@comp.nus.edu.sg AS6 05-15 CS1010 Office Hours: Wed 4-5pm

optimise your skills, knowledge and

experienceinstead

Page 28: cs1010-lec1 - National University of Singapore · 2018. 8. 17. · AY18/19 Sem 1 Ooi Wei Tsang ooiwt@comp.nus.edu.sg AS6 05-15 CS1010 Office Hours: Wed 4-5pm

invest time to master the tools

(e.g., bash, vim, git, etc)think long term benefits,

not how to get things done now

Page 29: cs1010-lec1 - National University of Singapore · 2018. 8. 17. · AY18/19 Sem 1 Ooi Wei Tsang ooiwt@comp.nus.edu.sg AS6 05-15 CS1010 Office Hours: Wed 4-5pm

What is a program? What is a computational problem?

What is an algorithm?

Page 30: cs1010-lec1 - National University of Singapore · 2018. 8. 17. · AY18/19 Sem 1 Ooi Wei Tsang ooiwt@comp.nus.edu.sg AS6 05-15 CS1010 Office Hours: Wed 4-5pm

What is a program?

Page 31: cs1010-lec1 - National University of Singapore · 2018. 8. 17. · AY18/19 Sem 1 Ooi Wei Tsang ooiwt@comp.nus.edu.sg AS6 05-15 CS1010 Office Hours: Wed 4-5pm

AY18/19 Sem 1

A Simplified View of a Computer

Central Processing

Unit

(CPU)

Memory

10100101

01001001

dataor

instructions

data

Page 32: cs1010-lec1 - National University of Singapore · 2018. 8. 17. · AY18/19 Sem 1 Ooi Wei Tsang ooiwt@comp.nus.edu.sg AS6 05-15 CS1010 Office Hours: Wed 4-5pm

Machine Code• Instructions that can be interpreted

by a CPU

• Different CPU architecture may use different instruction sets

1001010001011110101001010101010100101…

Page 33: cs1010-lec1 - National University of Singapore · 2018. 8. 17. · AY18/19 Sem 1 Ooi Wei Tsang ooiwt@comp.nus.edu.sg AS6 05-15 CS1010 Office Hours: Wed 4-5pm

Assembly Language

• Uses mnemonic to represent the instructions such as incr, decr, store, etc., in a more human readable way.

• Still difficult to write: operation that is conceptually simple still requires multiple instructions to be issued.

Page 34: cs1010-lec1 - National University of Singapore · 2018. 8. 17. · AY18/19 Sem 1 Ooi Wei Tsang ooiwt@comp.nus.edu.sg AS6 05-15 CS1010 Office Hours: Wed 4-5pm

Higher-Level Language• Languages that allow programmers

to express an operation closer to their intention

• e.g., x = x + y if (y < 0)

Page 35: cs1010-lec1 - National University of Singapore · 2018. 8. 17. · AY18/19 Sem 1 Ooi Wei Tsang ooiwt@comp.nus.edu.sg AS6 05-15 CS1010 Office Hours: Wed 4-5pm

Higher-Level Languages• FORTRAN (first popular PL, 1950s)

• C (1972, still influential today)

• Many many others

Page 36: cs1010-lec1 - National University of Singapore · 2018. 8. 17. · AY18/19 Sem 1 Ooi Wei Tsang ooiwt@comp.nus.edu.sg AS6 05-15 CS1010 Office Hours: Wed 4-5pm

AY18/19 Sem 1

Compiling High-Level Program to Machine Code

C program compile

(etc)

machinecode run

Page 37: cs1010-lec1 - National University of Singapore · 2018. 8. 17. · AY18/19 Sem 1 Ooi Wei Tsang ooiwt@comp.nus.edu.sg AS6 05-15 CS1010 Office Hours: Wed 4-5pm

AY18/19 Sem 1

What will you learn?

Page 38: cs1010-lec1 - National University of Singapore · 2018. 8. 17. · AY18/19 Sem 1 Ooi Wei Tsang ooiwt@comp.nus.edu.sg AS6 05-15 CS1010 Office Hours: Wed 4-5pm

AY18/19 Sem 1

How to write C

Page 39: cs1010-lec1 - National University of Singapore · 2018. 8. 17. · AY18/19 Sem 1 Ooi Wei Tsang ooiwt@comp.nus.edu.sg AS6 05-15 CS1010 Office Hours: Wed 4-5pm

AY18/19 Sem 1

How a C program behaves

Page 40: cs1010-lec1 - National University of Singapore · 2018. 8. 17. · AY18/19 Sem 1 Ooi Wei Tsang ooiwt@comp.nus.edu.sg AS6 05-15 CS1010 Office Hours: Wed 4-5pm

AY18/19 Sem 1

Tools and techniques to help write good and correct C programs

Page 41: cs1010-lec1 - National University of Singapore · 2018. 8. 17. · AY18/19 Sem 1 Ooi Wei Tsang ooiwt@comp.nus.edu.sg AS6 05-15 CS1010 Office Hours: Wed 4-5pm

AY18/19 Sem 1

How to use C to solve computational problems

Page 42: cs1010-lec1 - National University of Singapore · 2018. 8. 17. · AY18/19 Sem 1 Ooi Wei Tsang ooiwt@comp.nus.edu.sg AS6 05-15 CS1010 Office Hours: Wed 4-5pm

AY18/19 Sem 1

Learning to write a program that does what you want it to do is actually not

difficult.

Knowing what you want your program to do is the more challenging part!

Page 43: cs1010-lec1 - National University of Singapore · 2018. 8. 17. · AY18/19 Sem 1 Ooi Wei Tsang ooiwt@comp.nus.edu.sg AS6 05-15 CS1010 Office Hours: Wed 4-5pm

What is a computational problem?

Page 44: cs1010-lec1 - National University of Singapore · 2018. 8. 17. · AY18/19 Sem 1 Ooi Wei Tsang ooiwt@comp.nus.edu.sg AS6 05-15 CS1010 Office Hours: Wed 4-5pm

Computational Problems• Problems that can be solved step-by-

step by a computer

• Have well-defined inputs, outputs, and constraints

Page 45: cs1010-lec1 - National University of Singapore · 2018. 8. 17. · AY18/19 Sem 1 Ooi Wei Tsang ooiwt@comp.nus.edu.sg AS6 05-15 CS1010 Office Hours: Wed 4-5pm

Is 1933091 prime?

Page 46: cs1010-lec1 - National University of Singapore · 2018. 8. 17. · AY18/19 Sem 1 Ooi Wei Tsang ooiwt@comp.nus.edu.sg AS6 05-15 CS1010 Office Hours: Wed 4-5pm

Is there a route from a point A to point B?

Page 47: cs1010-lec1 - National University of Singapore · 2018. 8. 17. · AY18/19 Sem 1 Ooi Wei Tsang ooiwt@comp.nus.edu.sg AS6 05-15 CS1010 Office Hours: Wed 4-5pm

Find a route from a point A to point B

Page 48: cs1010-lec1 - National University of Singapore · 2018. 8. 17. · AY18/19 Sem 1 Ooi Wei Tsang ooiwt@comp.nus.edu.sg AS6 05-15 CS1010 Office Hours: Wed 4-5pm

How many different routes are there from a

point A to point B?

Page 49: cs1010-lec1 - National University of Singapore · 2018. 8. 17. · AY18/19 Sem 1 Ooi Wei Tsang ooiwt@comp.nus.edu.sg AS6 05-15 CS1010 Office Hours: Wed 4-5pm

Find the fastest route from a point A to point B

Page 50: cs1010-lec1 - National University of Singapore · 2018. 8. 17. · AY18/19 Sem 1 Ooi Wei Tsang ooiwt@comp.nus.edu.sg AS6 05-15 CS1010 Office Hours: Wed 4-5pm

What is the meaning of life?

Page 51: cs1010-lec1 - National University of Singapore · 2018. 8. 17. · AY18/19 Sem 1 Ooi Wei Tsang ooiwt@comp.nus.edu.sg AS6 05-15 CS1010 Office Hours: Wed 4-5pm

Do I look good in this outfit?

Page 52: cs1010-lec1 - National University of Singapore · 2018. 8. 17. · AY18/19 Sem 1 Ooi Wei Tsang ooiwt@comp.nus.edu.sg AS6 05-15 CS1010 Office Hours: Wed 4-5pm

Computational Problems• Problems that can be solved step-by-

step by a computer

• Have well-defined inputs, outputs, and constraints

Page 53: cs1010-lec1 - National University of Singapore · 2018. 8. 17. · AY18/19 Sem 1 Ooi Wei Tsang ooiwt@comp.nus.edu.sg AS6 05-15 CS1010 Office Hours: Wed 4-5pm

Find the maximum number

5 9 8

1 3 2

Page 54: cs1010-lec1 - National University of Singapore · 2018. 8. 17. · AY18/19 Sem 1 Ooi Wei Tsang ooiwt@comp.nus.edu.sg AS6 05-15 CS1010 Office Hours: Wed 4-5pm

Find the maximum12 20 11 20 14 2 24 36 43 16 27 6 11 710 15 38 10 22 7 16 26 32 30 11 9 30 620 6 27 19 26 10 27 6 19 34 5 9 3 2210 4 13 1 10 22 43 36 39 29 41 12 13 2517 8 30 31 29 38 2 42 7 45 24 33 9 4034 29 37 2 26 17 19 34 6 7 34 22 21 4138 5 15 13 9 1 42 39 5 29 38 4 22 2941 10 26 32 30 26 16 16 18 22 32 34 14 105 17 25 16 19 6 31 16 3 13 8 42 41 0

13 30 44 1 41 14 5 39 40 38 6 37 38 9

Page 55: cs1010-lec1 - National University of Singapore · 2018. 8. 17. · AY18/19 Sem 1 Ooi Wei Tsang ooiwt@comp.nus.edu.sg AS6 05-15 CS1010 Office Hours: Wed 4-5pm

How to Solve It?• Scan the integers one by one

• Keep track of the “max so far”

• When we are done scanning, the “max so far” will be the answer.

Page 56: cs1010-lec1 - National University of Singapore · 2018. 8. 17. · AY18/19 Sem 1 Ooi Wei Tsang ooiwt@comp.nus.edu.sg AS6 05-15 CS1010 Office Hours: Wed 4-5pm

Problem Formulation

• Input: L = {l0, l1, …, lk-1}

• Output: m

• Constraint: m ∈ L and m ≥ li for all i.

Page 57: cs1010-lec1 - National University of Singapore · 2018. 8. 17. · AY18/19 Sem 1 Ooi Wei Tsang ooiwt@comp.nus.edu.sg AS6 05-15 CS1010 Office Hours: Wed 4-5pm

“Scan one-by-one”

• li : the number being scanned

• i = 0, 1, … k-1

Page 58: cs1010-lec1 - National University of Singapore · 2018. 8. 17. · AY18/19 Sem 1 Ooi Wei Tsang ooiwt@comp.nus.edu.sg AS6 05-15 CS1010 Office Hours: Wed 4-5pm

“Maximum so far”

• m: max so far

• m = l0 initially

Page 59: cs1010-lec1 - National University of Singapore · 2018. 8. 17. · AY18/19 Sem 1 Ooi Wei Tsang ooiwt@comp.nus.edu.sg AS6 05-15 CS1010 Office Hours: Wed 4-5pm

Keeping Track..

• Compare m with li

• If m < li, then update m with value of li

Page 60: cs1010-lec1 - National University of Singapore · 2018. 8. 17. · AY18/19 Sem 1 Ooi Wei Tsang ooiwt@comp.nus.edu.sg AS6 05-15 CS1010 Office Hours: Wed 4-5pm

Done Scanning?

• When we have scanned lk-1

Page 61: cs1010-lec1 - National University of Singapore · 2018. 8. 17. · AY18/19 Sem 1 Ooi Wei Tsang ooiwt@comp.nus.edu.sg AS6 05-15 CS1010 Office Hours: Wed 4-5pm

The steps to solve a computational problem are called “algorithm”

Page 62: cs1010-lec1 - National University of Singapore · 2018. 8. 17. · AY18/19 Sem 1 Ooi Wei Tsang ooiwt@comp.nus.edu.sg AS6 05-15 CS1010 Office Hours: Wed 4-5pm

Flowchart

set m to l0 set i to 1

i equals k?

output m

YES

is li > m ? set m to li increment iYESNO

NO

input k and l0..lk-1

Page 63: cs1010-lec1 - National University of Singapore · 2018. 8. 17. · AY18/19 Sem 1 Ooi Wei Tsang ooiwt@comp.nus.edu.sg AS6 05-15 CS1010 Office Hours: Wed 4-5pm

set m to l0 set i to 1

i equals k?

output m

YES

is li > m ? set m to li increment iYESNO

NO

input k and l0..lk-1

Input: L = { 0, 2, 1}, k = 3

k i li m

3 1 2 0

3 2 1 2

3 3 ? 2

3

Page 64: cs1010-lec1 - National University of Singapore · 2018. 8. 17. · AY18/19 Sem 1 Ooi Wei Tsang ooiwt@comp.nus.edu.sg AS6 05-15 CS1010 Office Hours: Wed 4-5pm

Variables

• i, m, and k are called variables

• They are location in memory that holds a value

• You can read a value from a variable

• You can write a value to a variable

Page 65: cs1010-lec1 - National University of Singapore · 2018. 8. 17. · AY18/19 Sem 1 Ooi Wei Tsang ooiwt@comp.nus.edu.sg AS6 05-15 CS1010 Office Hours: Wed 4-5pm

Assignment

• We can assign the value of a variable to a constant (e.g., set i to 1)

• or to the value of another variable (e.g., set m to li)

Page 66: cs1010-lec1 - National University of Singapore · 2018. 8. 17. · AY18/19 Sem 1 Ooi Wei Tsang ooiwt@comp.nus.edu.sg AS6 05-15 CS1010 Office Hours: Wed 4-5pm

Comparison

• We can compare the values of two variables

• E.g., i equals k?, li > m?

Page 67: cs1010-lec1 - National University of Singapore · 2018. 8. 17. · AY18/19 Sem 1 Ooi Wei Tsang ooiwt@comp.nus.edu.sg AS6 05-15 CS1010 Office Hours: Wed 4-5pm

Arithmetic Operations

• We can perform arithmetic operations (+, -, etc)

• E.g., set i to i + 1

Page 68: cs1010-lec1 - National University of Singapore · 2018. 8. 17. · AY18/19 Sem 1 Ooi Wei Tsang ooiwt@comp.nus.edu.sg AS6 05-15 CS1010 Office Hours: Wed 4-5pm

Does this algorithm always find the maximum value correctly?

set m to l0 set i to 1

i equals k?

output m

YES

is li > m ? set m to li increment iYESNO

NO

input k and l0..lk-1

Page 69: cs1010-lec1 - National University of Singapore · 2018. 8. 17. · AY18/19 Sem 1 Ooi Wei Tsang ooiwt@comp.nus.edu.sg AS6 05-15 CS1010 Office Hours: Wed 4-5pm

Correctness of Algorithm

• If an algorithm produces the correct output for one instance of input, it is not necessary correct

• To be correct, it has to produce the correct output for all possible inputs!

Page 70: cs1010-lec1 - National University of Singapore · 2018. 8. 17. · AY18/19 Sem 1 Ooi Wei Tsang ooiwt@comp.nus.edu.sg AS6 05-15 CS1010 Office Hours: Wed 4-5pm

How to check for correctness?

• Carefully choose a set of test cases to try

• Argue formally about the properties of the algorithms

Page 71: cs1010-lec1 - National University of Singapore · 2018. 8. 17. · AY18/19 Sem 1 Ooi Wei Tsang ooiwt@comp.nus.edu.sg AS6 05-15 CS1010 Office Hours: Wed 4-5pm

Homework

• Try out Problem Set 1.1 to 1.3

• We will discuss in Week 3 !