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Exploring Information Engineering: Fundamentals and Beyond

Discover computer science basics, algorithms, data manipulation, programming languages, and software engineering. Dive into data representation, data structure, and explore what computers can/cannot do, including multimedia and artificial intelligence realms. Uncover the theory of computation and the limitations of computers. Start your journey in information engineering today!

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Exploring Information Engineering: Fundamentals and Beyond

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  1. Introduction 10/20/2019 Che-Rung Lee CS135601 Introduction to Information Engineering

  2. The questions you will be asked • The questions you will be asked for being a computer science/engineering major… • 太好了，你可以幫我修電腦嗎? • 我想要買電腦，你可以幫我… • 你有XX軟體嗎? • 幫我寫程式，好嗎? • You may be able to do those things, but they are not what we will learn here. CS135601 Introduction to Information Engineering

  3. What is computer science? • Draws from other subjects, including • Mathematics • Engineering • Psychology • Physics • Social science • The science of algorithms CS135601 Introduction to Information Engineering

  4. What are algorithms? Let’s talk about how to make cappuccino first. 材料：咖啡豆、牛奶、肉桂粉 用具：磨豆機、摩卡壼、牛奶發泡器 肉桂 CS135601 Introduction to Information Engineering

  5. The Recipe Input Hardware Algorithm Program Output • 材料：咖啡豆、牛奶、肉桂粉或可可粉 • 用具：磨豆機、摩卡壼、牛奶發泡器 • 1. 將咖啡豆磨成粉，倒入摩卡壺杯內 • 2. 將摩卡壺下半部倒入水，上下套好，鎖緊壺身 • 3. 將咖啡壺置於瓦斯爐上煮沸，待熱水全部上升至 上半部時離火，將咖啡倒進咖啡杯裡。 • 4. 在發泡器中倒入1/3壺鮮奶，加熱至60度C • 5. 將濾網蓋放入發泡器中上下抽動約60次 • 6. 將發泡器底層之奶水倒入咖啡杯中約1/3杯， 再刮入1/3杯奶泡，灑上可可粉或肉桂粉 • 完成一杯卡布奇諾咖啡 CS135601 Introduction to Information Engineering

  6. What’s the point? Making cappuccino and writing computer programs are just like to solving math problems y = f (x) = 3x2 + 2x + 5 Use basic operations (+ –   ) Output Input Algorithm/program CS135601 Introduction to Information Engineering

  7. Formal definitions Algorithm: A set of steps that defines how a task is performed Program: A representation of an algorithm Programming: The process of developing a program Software: Programs and algorithms Hardware: Equipment CS135601 Introduction to Information Engineering

  8. The central role of algorithms in computer science CS135601 Introduction to Information Engineering

  9. What are we going to learn? Part I: How computers work. Data representation, Data manipulation, Operating system, Computer network 01101110 CS135601 Introduction to Information Engineering

  10. Data representation The ingredients Basicparticles Atom Molecule 01101110 1 0 Byte Data Bit Files Ham CS135601 Introduction to Information Engineering

  11. Data manipulation The tools CS135601 Introduction to Information Engineering

  12. Operating system The manager of the house Process management File system Memory management User interaction booting Security Hardware management CS135601 Introduction to Information Engineering

  13. Computer network The system that links computers and lets them communicate CS135601 Introduction to Information Engineering

  14. Part II: How to make computers work. Algorithm Data structure Programming language System development and software engineering What else? CS135601 Introduction to Information Engineering

  15. Algorithms The recipe to do everything on computers CS135601 Introduction to Information Engineering

  16. Data structure The data arrangement that makes algorithms and programs efficient CS135601 Introduction to Information Engineering

  17. Programming language The spells to command computers CS135601 Introduction to Information Engineering

  18. Software engineering The principles of system development. Maintain Analysis Users input Testing Design Implementation CS135601 Introduction to Information Engineering

  19. Part III: What computers can/cannot do. Database systems Multimedia Artificial intelligence Computer aided design/scientific computing Theory of computation We will also talk about CS135601 Introduction to Information Engineering

  20. Database The system appearing everywhere in our daily life. Cashier system ATM system Phone bill Parking violation bill School’s system CS135601 Introduction to Information Engineering

  21. Multimedia Text, audio, images, animation, video, and computer games CS135601 Introduction to Information Engineering

  22. Artificial intelligence The study and design of intelligent agents Natural language Games Computer vision Robot Software agent Neural network Data mining Perception CS135601 Introduction to Information Engineering

  23. CAD / Scientific computing The tools aiding design and scientific discovery. CS135601 Introduction to Information Engineering

  24. Knowing the limitations of computers. Theory of computation Problem classification Turing machine Problem of unknown difficulty The unsolvable: the halting problem CS135601 Introduction to Information Engineering

  25. The class map • 必修課 • 系學程分類 • 理論與演算法 • 電腦網路 • 系統軟體 • IC設計 • 多媒體與影像處理 • Weblink http://www.cs.nthu.edu.tw/nthucs/ CS135601 Introduction to Information Engineering

  26. 必修課 計算機程式設計 資料結構(必) 軟體實驗(必) 計算機結構(必) 作業系統(必) 系統整合實作一(必) 系統整合實作二(必) 數位邏輯設計(必) 硬體實驗(必) 資訊工程導論(必) 離散數學(必) 機率(必) 計算方法設計(必) 線性代數(必) CS135601 Introduction to Information Engineering

  27. Required Course Software Studio (required) Computer Architecture (required) Operating System (required) Computer Programming System Integration Implementation I (required) System Integration Implementation II (required) Introduction to Information Engineering (required) Digital Logic Design (required) Hardware Lab. (required) Probability (required) Design and Analysis of Algorithms (required) Linear Algebra (required) Data Structure (required) Discrete Mathematics (required) CS135601 Introduction to Information Engineering

  28. 理論與演算法 高等程式設計實作 計算機程式設計 資料結構(必) 軟體實驗(必) 計算機結構(必) 作業系統(必) 資料庫系統概論 系統整合實作二(必) 系統整合實作一(必) 數位邏輯設計(必) 硬體實驗(必) 資訊工程導論(必) 人工智慧概論 離散數學(必) 機率(必) 計算方法設計(必) 科學計算 正規語言 線性代數(必) CS135601 Introduction to Information Engineering

  29. Theory and Algorithm Software Studio (required) Computer Architecture (required) Operating System (required) Computer Programming System Integration Implementation I (required) System Integration Implementation II (required) Introduction to Information Engineering (required) Digital Logic Design (required) Hardware Lab. (required) Probability (required) Design and Analysis of Algorithms (required) Linear Algebra (required) Advanced Programming Techniques and Implementation Data Structure (required) Introduction to Database Systems Introduction to Artificial Intelligence Discrete Mathematics (required) Scientific Computing Formal Language CS135601 Introduction to Information Engineering

  30. 電腦網路 區域網路 計算機程式設計 資料結構(必) 軟體實驗(必) 計算機結構(必) 作業系統(必) 系統整合實作二(必) 系統整合實作一(必) 數位邏輯設計(必) 硬體實驗(必) 資訊工程導論(必) 密碼與網路安全概論 計算機網路概論 離散數學(必) 機率(必) 計算方法設計(必) 網路程式設計 線性代數(必) CS135601 Introduction to Information Engineering

  31. Network Software Studio (required) Computer Architecture (required) Operating System (required) Computer Programming System Integration Implementation I (required) System Integration Implementation II (required) Introduction to Information Engineering (required) Digital Logic Design (required) Hardware Lab. (required) Probability (required) Design and Analysis of Algorithms (required) Linear Algebra (required) Local Area Networks Data Structure (required) Introduction to Network Security and Cryptology Introduction to Computer Networks Discrete Mathematics (required) Network Programming CS135601 Introduction to Information Engineering

  32. 系統軟體 嵌入式系統概論 計算機程式設計 資料結構(必) 軟體實驗(必) 計算機結構(必) 作業系統(必) 系統整合實作二(必) 系統整合實作一(必) 數位邏輯設計(必) 硬體實驗(必) 資訊工程導論(必) 軟體工程 電路與電子學 平行程式 離散數學(必) 機率(必) 計算方法設計(必) 編譯器設計 線性代數(必) CS135601 Introduction to Information Engineering

  33. System Software Software Studio (required) Computer Architecture (required) Operating System (required) Computer Programming System Integration Implementation I (required) System Integration Implementation II (required) Introduction to Information Engineering (required) Digital Logic Design (required) Hardware Lab. (required) Probability (required) Design and Analysis of Algorithms (required) Linear Algebra (required) Introduction to Embedded Systems Data Structure (required) Software Engineering Electronics and Circuits Parallel Programming Discrete Mathematics (required) Compiler Design CS135601 Introduction to Information Engineering

  34. IC設計 嵌入式系統概論 計算機程式設計 資料結構(必) 軟體實驗(必) 計算機結構(必) 作業系統(必) 系統整合實作二(必) 系統整合實作一(必) 積體電路設計簡介 硬體描述語言與合成 數位矽智財設計 數位邏輯設計(必) 硬體實驗(必) 資訊工程導論(必) 工程數學 電路與電子學 CAD概論 離散數學(必) 機率(必) 計算方法設計(必) 類比電路設計入門 線性代數(必) CS135601 Introduction to Information Engineering

  35. IC Design Software Studio (required) Computer Architecture (required) Operating System (required) Computer Programming System Integration Implementation I (required) System Integration Implementation II (required) Introduction to Information Engineering (required) Digital Logic Design (required) Hardware Lab. (required) Probability (required) Design and Analysis of Algorithms (required) Linear Algebra (required) Introduction to Embedded Systems Data Structure (required) Introduction to Integrated Circuit Design Digital IP Authoring Hardware Description Languages and Synthesis Engineering Mathematics Electronics and Circuits Introduction to CAD Discrete Mathematics (required) Analog Circuit Design CS135601 Introduction to Information Engineering

  36. 多媒體與影像處理 資料庫系統概論 計算機程式設計 資料結構(必) 軟體實驗(必) 計算機結構(必) 作業系統(必) 人工智慧概論 系統整合實作一(必) 數位邏輯設計(必) 硬體實驗(必) 資訊工程導論(必) 系統整合實作二(必) 工程數學 訊號與系統 離散數學(必) 機率(必) 計算方法設計(必) 科學計算 影像處理簡介 線性代數(必) 多媒體技術概論 CS135601 Introduction to Information Engineering

  37. Multimedia and Image Processing Software Studio (required) Computer Architecture (required) Operating System (required) Computer Programming System Integration Implementation I (required) System Integration Implementation II (required) Introduction to Information Engineering (required) Digital Logic Design (required) Hardware Lab. (required) Probability (required) Design and Analysis of Algorithms (required) Linear Algebra (required) Introduction to Database Systems Data Structure (required) Artificial Intelligence Signals and Systems Engineering Mathematics Discrete Mathematics (required) Scientific Computing Introduction to Image Processing Introduction to Multimedia Technology CS135601 Introduction to Information Engineering

  38. Textbook and references Computer Science: An Overview (10th ed) by J. Glenn Brookshear We will cover most part of chapter 1-4, and 6-8, and use other chapter as references. Many materials are obtained from the Internet and other books. A list of references will be given for each topic. CS135601 Introduction to Information Engineering

  39. Relations to other courses • There will be “related courses” for each topic • Particularly, these two are strongly related to this course • 「資訊系統及應用導論」 teaches practical computer systems and applications • 「計算機程式設計 」teaches programming CS135601 Introduction to Information Engineering

  40. Slides The slides are only used as a teaching aid in class. You need to read the textbook. Slides will be put on website http://www.cs.nthu.edu.tw/~cherung/teaching/CS/ I will also bring handouts to class Icon system in the slides You need to know the concepts. You must know the details. CS135601 Introduction to Information Engineering

  41. Course administration • 授課老師: 李哲榮 • 辦公室: 資電 744 • email: cherung@cs.nthu.edu.tw • 助教: • 陳易成 is0106@gmail.com • 王恩儷 hana_224@hotmail.com • 上課時間: 星期一10:10-12:00 星期三9:00-9:50 • 上課地點: 資電館 131室 • 課程網頁: http://www.cs.nthu.edu.tw/~cherung/teaching/CS CS135601 Introduction to Information Engineering

  42. Grading Assignments: 40% There will be writing assignments and programming assignments. Exams: 50% There will be 2 exams. Attendance: 10% CS135601 Introduction to Information Engineering

  43. Course problems • Cannot make examinations • Tell us early and we will schedule makeup • Cannot turn in homework on time • No late homework is accepted • H1N1 threat • Do NOT come to class, but please inform me or TAs as soon as possible • What is cheating? • Study together in groups is encouraged • Work must be your own CS135601 Introduction to Information Engineering

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