Jongwook Woo Computer Information Systems CIS 528 Introduction to Big Data Computing and Analysis (Syllabus) Jongwook Woo, PhD California State University, LA Computer and Information System Department
Jongwook Woo Computer Information Systems Syllabus Jongwook Woo, Ph.D. Office: Simpson Tower #603, 6 th floor Telephone: (323) ; ST F517: (323) 343 ‑ 5256 CIS590 Web Site: Office Hours: Mon/Wednesday: 3:20 – 4:30 PM, Tuesday: 2:00 – 3:40 PM
Jongwook Woo Computer Information Systems Homework 1 1.Should have NIS account 2.Should have at CSULA 3. Need to leave a message at Moodle Especially your need for Azure accounts –Ex: I need an Azure account as it is expired Due date Before the next lab starts at the third week –Sections 1 and 2: April 5 th (Tuesday)
Jongwook Woo Computer Information Systems 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 You need to leave a message “I have an Azure account” or “I need an Azure account” via a message of moodle page 5% of HW1
Jongwook Woo Computer Information Systems CSULA Account How To In order to communicate with the instructor interactively web site how to access Login and password should be the same as NIS account How to forward CSULA to your personal mail –You’d better right-click on the link to download the file instead of left- click on it.
Jongwook Woo Computer Information Systems Prerequisites Mastery over MS-Windows File Management (Windows Explorer) facilities. Fundamental Coding / Programming skill Unix (Linux) shell
Jongwook Woo Computer Information Systems Course Objectives (Lecture) Identify Big Data that is unstructured data greater than tera-/peta- bytes Learn Spark and Data Analytics Learn how to use Amazon AWS, Azure, DataBricks. Learn the fundamental theories and algorithms used to process and store Big Data using Spark and Data Analytics Learn Spark SQL and MLlib See the use cases and examples of Big Data in business
Jongwook Woo Computer Information Systems Course Objectives (Lab) With the hands on exercises Setup Hadoop on AWS, Azure, DataBricks Practice how to write Spark fundamental codes Practice Spark SQL with DataFrames Practice Saprk MLlib and Data Analysis codes
Jongwook Woo Computer Information Systems 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 Computer Information Systems Syllabus Expectation for the Course Classroom SH C345 : Tuesday 6:10PM – 10:00PM 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 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 Computer Information Systems 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 - 3 Homeworks (Questions and Project Assignments, Team Building, Term Paper Abstract): 12% –Midterm Exam: 25% –Final Term Project Presentation: 25% Term Project Team build: 2 % of 25% Term Project Abstract: 5 % of 25% –Final Term Paper: 8 %
Jongwook Woo Computer Information Systems 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 Computer Information Systems Others Use of 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 Computer Information Systems 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