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Copyright© 2015, Sira Yongchareon Department of Computing, Faculty of Creative Industries and Business Lecturer : Dr. Sira Yongchareon ISCG7446 Advanced Data Engineering (ADE) Week 1 Introduction to Advanced Data Engineering
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ISCG7446 Advanced Data Engineering (by Sira Yongchareon) Department of Computing, Faculty of Creative Industries and Business 2 Course’s introduction Introduction to Advanced Data Engineering Outline
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ISCG7446 Advanced Data Engineering (by Sira Yongchareon) Department of Computing, Faculty of Creative Industries and Business 3 Course’s introduction About our course & classes Tuesday, 9:30 – 12:00 … NO late & NO break, alright? Active Teaching & Learning method Flipped classroom!! Out-side-class self-learning (Text books, PPTs, VDOs, etc) In-class activities (test, workshop, case-study, discussion) Interactive + group based (collaborative) learning + discussion Key (non-technical) skills to be developed CRC ( C ritical, R eflective, and C reative)
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ISCG7446 Advanced Data Engineering (by Sira Yongchareon) Department of Computing, Faculty of Creative Industries and Business 4 What do you think about this?
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ISCG7446 Advanced Data Engineering (by Sira Yongchareon) Department of Computing, Faculty of Creative Industries and Business 5 Course’s introduction About assessments No Final Exam or Test!!! 2 x Assignments : 100% Individual 40% (Reports + Activities) Hybrid60% (Development project + Reports + Presentation) Mixed assessments - Group & Individual Project-based, group work, group & individual reports, presentations How to pass this subject Obtain scores 50% from the overall
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ISCG7446 Advanced Data Engineering (by Sira Yongchareon) Department of Computing, Faculty of Creative Industries and Business 6 Course’s introduction Learning resources (All can be accessed online) Each week requires you to read some chapters of these books!!
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ISCG7446 Advanced Data Engineering (by Sira Yongchareon) Department of Computing, Faculty of Creative Industries and Business 7 Course’s introduction Outside-a-class contact Email me syongchareon@unitec.ac.nz syongchareon@unitec.ac.nz Email code of conduct In the subject line of your email, please write “ [ADE] ” followed by “ your topic/question/issue ”. For example, To : syongchareon@unitec.ac.nzsyongchareon@unitec.ac.nz Subject : [ ADE ] Question about the next week’s test WARNING AGAIN!! Without following that your email can be redirected to my “ very low priority mailbox ”
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ISCG7446 Advanced Data Engineering (by Sira Yongchareon) Department of Computing, Faculty of Creative Industries and Business 8 Any questions about the course?
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ISCG7446 Advanced Data Engineering (by Sira Yongchareon) Department of Computing, Faculty of Creative Industries and Business 9 Introduction – At first sight What is Data Engineering ? First, what is “data”? And why is it important? Engineering vs. Managing Why important and how it impacts to business What key knowledge & skills required? Programming Databases Operating systems Software platforms What about “Jobs” in the market? Data Engineering vs Data Science
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ISCG7446 Advanced Data Engineering (by Sira Yongchareon) Department of Computing, Faculty of Creative Industries and Business 10 Introduction : A bit more about “Data” How much you know about “Data” Describe Data ….. Information …. Knowledge … Classify Structured Non-structured At-rest In-motion
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ISCG7446 Advanced Data Engineering (by Sira Yongchareon) Department of Computing, Faculty of Creative Industries and Business 11 Introduction : The Big Area
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ISCG7446 Advanced Data Engineering (by Sira Yongchareon) Department of Computing, Faculty of Creative Industries and Business 12 Introduction : Database review How much you know about “Databases” Database systems (DBMS) Database design and data modeling Relational database model, ERM or ERD Normalization (Normal forms) vs. De-normalization SQL programming Transactions, Concurrency control Data warehousing, OLAP, etc
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ISCG7446 Advanced Data Engineering (by Sira Yongchareon) Department of Computing, Faculty of Creative Industries and Business 13 Prior knowledge check-point This course requires prior knowledge about Database concepts and SQL (from Lv. 6 Database Design and Development and Lv. 6 Data Warehousing ) Basic JAVA/Python Programming (from Lv. 5 Programming Principles and Practices ) Linux system and basic shell commands (from Lv. 5 Operating Systems) Do not know any of them? Then please LBY ( L earn- B y- Y ourself)
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ISCG7446 Advanced Data Engineering (by Sira Yongchareon) Department of Computing, Faculty of Creative Industries and Business 14 What’s Next? Study the following chapters from the text books listed on the Moodle (under Resources Section ) Book N1.Chap 1. Overview of NoSQL Book N1.Chap 2. Characteristics of NoSQL Next week, you will need to present and discuss some of the points you learned Assignment 1 “Personal Learning Journal” and “In-class activity” starts next week!!! Try to summarize knowledge you learned and write something your Journal…
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ISCG7446 Advanced Data Engineering (by Sira Yongchareon) Department of Computing, Faculty of Creative Industries and Business 15 Any questions?
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