Jongwook Woo

CIS 528 Introduction to Big Data Science

(Syllabus)

Jongwook Woo, PhDjwoo5@calstatela.edu

California State University, LA

Computer and Information System Department

Jongwook Woo

Syllabus

Jongwook Woo, Ph.D.

Office: Simpson Tower, 604

Telephone: #604: (323) 343 - 2916;

ST F517: (323) 343 ‑ 5256

Email: jwoo5@calstatela.edu

CIS528 Web Site: http://instructional1.calstatela.edu/jwoo5/classes/2015/fall/bigdata_sci/

Office Hours:

Tuesday: 3:20 – 3:50 PM Thursday: 3:20 – 4:50  PM, Friday: 2:10 – 4:10 PM  

Jongwook Woo

Homework 1

1.Should have NIS account

2.Should have email at CSULA

3. Need to leave a message at Moodle

Due date

Before the next lab starts at the third week– Section 4: Oct 2nd (Friday)

Jongwook Woo

NIS account Needed How To

You need to apply NIS account to logon lab computer at CSULA

5% of HW1

Bring it on the second lab class.

How to get MyCSULA account

http://www.calstatela.edu/its/helpdesk/gettingstarted

http://web.calstatela.edu/library/networkaccount.htm

You need to leave a message “Hi Professor” at moodle page

5% of HW1

Jongwook Woo

CSULA Email Account How To

In order to communicate with the instructor interactively

Email web site how to access

https://mymail.calstatela.edu/

Login and password should be the same as NIS account

How to forward CSULA email to your personal mail

http://www.calstatela.edu/its/docs/pdf/forwarding_emails.pdf

http://www.calstatela.edu/its/training/pdf/fwemail.pdf

– You’d better right-click on the link to download the file instead of left-click on it.

Jongwook Woo

Prerequisites

Mastery over MS-Windows File Management (Windows Explorer) facilities.

Fundamental Coding / Programming skill

Unix (Linux) shell

Jongwook Woo

Course Objectives (Lecture)

Identify Big Data that is unstructured data greater than tera-/peta-bytes

Learn Hadoop, Machine Learning and Data Science

Learn how to use Azure.  

Learn the fundamental theories and algorithms used to process, store, analyze, predict Big Data using Python, Hadoop, Machine Learning, and Data Analytics

See the use cases and examples of Big Data Analysis and Science in business

Jongwook Woo

Course Objectives (Lab)

With the hands on exercises

Setup Hadoop, Pig, Hive, Spark MLib on Azure

Practice how to write Hadoop, Pig, Hive, Spark MLib codes

Practice Hadoop, Pig, Hive, Spark MLib codes

Practice Hive, Data Analysis, Machine Learning codes

Jongwook Woo

Textbook

Instructor’s lecture and lab materials will be posted at a web when the class starts.

Related slides, pdf files, papers, web sites etc from the instructor

Jongwook Woo

Expectation for the Course

Classroom

SH C 344: Friday 10:00 -2:00 PM– will be changed to Lab classroom

Students are expected to attend every class session

For successful completion of Lecture/Lab example, assignments and tests– Know how to utilize the equipment or course web site

If attendance is not possible, please contact the instructor beforehand to attend other sessions

– Check out the lab example in one week– If you don’t, you wouldn’t catch up the class

Not to be late– You will have penalties

Memory Stick, email

Students are expected to use the equipment of computer labs at CSULA for programming or project assignments

No excuse not to complete HWs and Lab works for other classes and jobs

Jongwook Woo

Exams and Grading Policy

Grading Policy

Total: 100%

– Class Activities (Lab, Attendance, Participation in Lab Class, Not late for Lab Class): 30%

• 10%: Attendance

• 20%: Lab Completeness

– 2 or 3 Homeworks (Questions and Project Assignments, Team Building, Term Paper Abstract): 20%

– Midterm Exam: 25%

– Final Term Project Presentation: 25%

• Term Project Team build: 2 % of 25%

• Term Project Abstract: 5 % of 25%

Jongwook Woo

Exams and Grading Policy (Cont’d)

Tentative Grade

At the end of the quarter, you will have a score out of 100 percent.

– This score will be used in a class curve to arrive at a letter grade.

Normally but not guaranteed

– >= 90 : A (A- or A)

– >= 80 : B (B-,B,B+)

– >= 70 : C (C-,C,C+)

– >=60 : D (D-,D, D+)

Jongwook Woo

Others

Use of email

Email will be used only for short messages and sending attachments of less than one Mega Byte

A Tentative Course Schedule

See the Syllabus

See the Course Website

Jongwook Woo

Others (Cont’d)

Academic dishonesty

Giving or Receiving solutions of Homework or Exams

– The instructor can easily detect the copies

– F on the assignment or Course

– Cheating and Plagiarism, etc

– Normally Individual not Team Assignment

See the Course Website