Jongwook Woo
CIS 528 Introduction to Big Data Science
(Syllabus)
Jongwook Woo, [email protected]
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: [email protected]
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