Download as PDF, PPTX
Uploaded byAndrew Chuang
Computer Science Education
This document provides an outline for a presentation on CS education. It discusses introducing CS and computational thinking in K-12 education. Computational thinking involves abstraction and automation. Students should learn about software and hardware design, algorithms, and computer capabilities and limitations. The role of CS involves changing the world through logical problem solving and creativity by combining mathematics, science, design and technology. CS concepts include abstraction, logic, algorithms and data representation. Computational thinking can be applied to solve new problems systematically. Examples of computational thinking in daily life are also provided.
More Related Content
![Modeling objects interaction via UML sequence diagrams [Software Modeling] [...](https://cdn.slidesharecdn.com/ss_thumbnails/06sequencediagrams-170313164433-thumbnail.jpg?width=640&height=640&fit=bounds)
Similar to Computer Science Education
Computer Science Education
- 1. CSE CS Lagado 資訊教育簡介 CS EducationAndrew Chuang June, 2016 1
- 2. CSE CS Lagado Outline ❖ K-12中的資訊教育 ❖計算思維 — Computational Thinking ❖ Abstract ❖ Automation ❖ 學電腦 — WHAT TO LEARN ? ❖ CT/CSR/ST ❖ ⽣活例⼦ 2
- 3. CSE CS Lagado Outline ❖ K-12中的資訊教育 ❖計算思維 — Computational Thinking ❖ Abstract ❖ Automation ❖ 學電腦 — WHAT TO LEARN ? ❖ CT/CSR/ST ❖ ⽣活例⼦ 3
- 4.
- 5. CSE CS Lagado 應⽤軟體的操作 程式語⾔的教學 演算法 的研討與分析 電腦 的 能⼒與限制 電腦系統 的 設計與實作 5
- 6.
- 7.
- 8. CSE CS Lagado ✦ 改變世界 •邏輯式思考與創造⼒力力 • 結合數學、科學、設計與科技 ✦ 計算機科學 (Computer Science) 8
- 9. CSE CS Lagado • CS最基本的：抽象化、邏輯、演算法和資料的表⽰示 •使⽤用能量量化來來計算的詞彙，來來分析問題、寫程式、解決問題 • 能評估或運⽤用新的、沒⽤用過的⽅方式來來解題 9
- 10.
- 11. CSE CS Lagado 2010 Advanced Placement⼤大學先修課程 11
- 12.
- 13.
- 14. CSE CS Lagado Outline ❖ K-12中的資訊教育 ❖運算思維 — Computational Thinking ❖ Abstract ❖ Automation ❖ 學電腦 — WHAT TO LEARN ? ❖ CT/CSR/ST ❖ ⽣活例⼦ 14
- 15.
- 16. CSE CS Lagado CT 的兩個A Abstractions Automation mental tools metal tools 16
- 17.
- 18. CSE CS Lagado queue tree stack 18 Data structure/ representation Abstractions
- 19.
- 20. CSE CS Lagado Towers ofHanoi http://www.ustudy.in/node/6971 20 Recursion Abstractions
- 21.
- 22. CSE CS Lagado - 腦袋 -⼿手⼯工藝 - 機械裝置 + Charles Babbage (1791-1871) + Ada Lovelace (1815-1852) - The first programmer – calculate the Bernoulli Numbers - 1938 – Z1 by Konrad Zuse - 1943 – 真空管 (Vacuum Tube) - 1947 – 電晶體 (Transistor) – Bell Lab. - 1959 – IC / VLSI + Transistor Integrated Circuit – Noyce & Kilby + SoC / Embedded System + ESL Design Methodology - 1994 – DNA Computer + Leonard Adleman of USC + 1977, Rivest-Shamir-Adleman + 7-point Hamiltonian path problem - Quantum Computer - ??? Computed by ??? “Solution of a 20-Variable 3-SAT Problem on a DNA Computer”, Science, 200222 Automation
- 23. CSE CS Lagado Outline ❖ K-12中的資訊教育 ❖計算思維 — Computational Thinking ❖ Abstract ❖ Automation ❖ 學電腦 — WHAT TO LEARN ? ❖ CT/CSR/ST ❖ ⽣活例⼦ 23
- 24. CSE CS Lagado 學電腦: 學寫程式︖ ( JUSTPROGRAMMING? ) 24
- 25.
- 26. CSE CS Lagado Python isNow the Most Popular Introductory Teaching Language at Top U.S. Universities 26
- 27.
- 28. CSE CS Lagado 1957 1958 1959 1960 1961 1962 1963 1964 1965 1966 1967 1968 1969 1970 1971 1972 1973 1974 1975 1976 1977 1978 1979 1980 1981 1982 1983 1984 1985 1986 1987 1988 1989 1990 1991 1992 1993 1994 1995 1996 1997 1998 1999 2000 2001 2002 2003 2004 2005 2006 2007 ABC Python Smalltalk 80 Squeak Ruby AppleScript F-Script BETA Objective-C Self Dylan Io ZonnonC#2.0 C# 3.0 UniconCyclone 1.0 Algol 58 JOSS Algol 60 Fortran II Fortran IV BasicPL/I Fortran 77 Flow-matic COBOL Fortran I Simula I Simula 67 Snobol Snobol4 Mumps CPL BCPL Quick Basic REXX Pascal Haskell Mercury Haskell 98 Gofer Fortran 90 Fortran 2003 SML 90 SML 97 zsh zsh 3.0 Ease C++ (ARM) Pike C++ (ISO) Oak Visual Basic VB.NET B C Prolog Prolog ISO Lambda Prolog ErlangLife CLIPS Scheme R6RS D 1.0Fortress 1.0betaGroovy 1 Scheme Algol W Algol 68 APL APL 2 COBOL-68 APL 96 J Eiffel 3bash 2.0 bash 3.0 LimboPizzaOCaml Scala OCaml 3.0 Nice C 99Oz 3 .NET SML.NETF# J# C#Mondrian Boo SQL-1999 SQL-2003 J++ 6.0 Tcl 8.1Python 1.5.2 Python 2.0 C99ECMAScript rel3 JavaScript 1.5 DelphiOz 1 Java JavaScript J++ Java 2 (v1.2) ECMAScript Groovy Ruby 1.8 Ada 95 PHP PHP4 C 95 Cyclone NewtonScriptKksh93 ksh98 zsh 4.0 XQueryGHC 5.00 GHC 6.0 NetREXX Scheme R5RS CAL (Open Quark) Java 2 (v1.5 beta) Perl 5.005 Perl 5.6.0 REBOL ksh bash ksh88 occamAda 83 Eiffel IconPascal AFNOR Lua Objective Pascal csh awk C (K&R) sh Perl Modula CLU Ada Standard Mumps Mumps 1984 SQL ANSI SQL Modula-2 Modula-3 Oberon ML SMLLazy ML Hope Miranda Eiffel 2 Cecil Scheme R3RS Scheme R4RS ISO SQL A+ Caml Lean Scheme 84 Perl 4 SQL-92 Clean Concurrent Clean PHP5 Python 2.4 Python 2.5 Scheme MIT C (ANSI) Sather 0.1 CLOS CLIPS 5.0 ANSI C SEQUEL SEQUEL/2 Smalltalk 74 Smalltalk 76 COBOL-74 COBOL-85 Oberon-2 Perl 5Sather 1.0 Python 2.2Perl 5.8.0 Nemerle COBOL 2002 REXX 3.0 Object REXX PostScript PostScript level 2 ISWIM SASL QuiltLua 4.0 Lua 5.0 JavaScript 1.7 Lisp Logo Common Lisp KRC Beta Smalltalk 78 tcsh Smalltalk Smalltalk 72 Forth C++ Common Lisp (ANSI) CSP nawk FP FL Tcl sed 2007 28
- 29.
- 30. CSE CS Lagado 30 ❖軟體設計 (SW: Abstract) ✴ Model ✴ Program = Data Structure + Algorithm ❖ 硬體設計 (HW: Automated) ✴ Mechanization ❖ 系統設計 (System Design) ✴ Computing is the automation of our abstractions Computational Thinking Systematically Thinking Computer
- 31.
- 32. CSE CS Lagado 32 therole of CS? Science
- 33. CSE CS Lagado WHAT TOLEARN? …C…S…E… Computer - Computational Thinking - Systematically Thinking Science - CS Research 33
- 34. CSE CS Lagado MORE about Computational Thinking SystematicallyThinking CS Research in Daily Life 34
- 35.
- 36.
- 37.
- 38. CSE CS Lagado “Supervised learningworks so well when you have the right data set, but ultimately unsupervised learning is going to be a really important component in building really intelligent systems— if you look at how humans learn, it’s almost entirely unsupervised.” 38
- 39.
- 40. CSE CS Lagado 40 DesignProbes in Fixture-Level Water Usage Data http://www.cs.umd.edu/~jonf/index.html
- 41.