臺灣全民學習平台 Smart Tech：Making decisions more valuable 講師:葉建寧 影音教學 英語發音(DVD版)
臺灣全民學習平台SmartTech：Makingdecisionsmorevaluable講師:葉建寧影音教學英語發音(DVD版)內容說明:
Thiscourseisalowerlevelundergraduatecourse,especiallysuitableforthefirstyesrfreshmen.anditisaninformationsciencecourseforstudentswithoutpriorcomputerexperiences.
Thecourseintroducesfourinformationsciencetopics,namelyArtificialIntelligence,BitcoinandBlockchain,CloudComputing,andDataScienceandBigData,alsoknownasABCD.Althoughthiscourseisanintroductorycourse,inordertoallowstudentstoactuallygainahand-onexperience,thecoursehasaddedpracticeproblems.Inadditiontothein-class(on-line)lectures,therearealsocomputinglabexercises.ThelabexercisesandpracticearemainlyonMicrosoftExcelandGoogleSheets.

課程目標
Therearefourtopicsinthiscourse:ArtificialIntelligence,BitcoinandBlockchain,CloudComputing,andDataScienceandBigData.Studentswhocompletethecoursecanhaveapreliminaryunderstandingofthesefourmajorsciencedevelopmentsandbuildafoundationforadvancedlearning.Italsoopensthedirectionofapplicationtostudents'majors.

授課教師
教師姓名：Chien-NingYeh教師簡介：Dr.YehisanassistantprofessorofthedepartmentofDataScience&AnalyticsatI-ShouUniversity,Taiwan.HehasaPh.DinMathematicsfromtheUniversityofWisconsin,Madison,andfocusedonMathematicalLogic.HehastaughtmultiplecoursesoncomputerprogramminganddatascienceatDataScience&Analyticsdepartment,andcurrentlyalsoteachesmachinelearningandartificialintelligencecoursesinthedepartmentofHealthcareAdministration.課程內容:
00_±D§÷
001_TaiwanLife_UserManualforStudents.pdf
002_ReadThisFirst.pdf
003_PracticeProblems_BTC.pdf
004_BTC-USD-20221114.csv
005_Cities.csv
006_Lab1.pdf
007_Cities.csv
008_GoogleSheetsLab1.pdf
009_Cities.csv
010_Countries.csv
011_GoogleSheetsLab2.pdf
012_PracticeProblems_SO.pdf
013_ShoheiOhtani2021.csv
014_Cities.csv
015_Lab1.pdf
016_Cities.csv
017_Countries.csv
018_DSLab2.pdf
019_DSProblemSet1.pdf
020_DSProblemSet2.pdf
021_Cities.csv
022_Countries.csv
023_DSLab3.pdf
024_DSPracticeProblems3.pdf
025_DSPracticeProblems4.pdf

01_ArtificialIntelligence,theearlydevelopment
001_1-0IntroductionHistoryofArtificialIntelligence1956andBefore.mp4
002_1-1TheoryofComputationAlanTuring.mp4
003_1-2NeuralNetworkWarrenMcCulloch!BWalterPitts.mp4
004_1-3InformationTheoryClaudeShannon.mp4

02_ArtificialIntelligence,thebeginning
005_2-0IntroductionHistoryofArtificialIntelligence1956.mp4
006_2-1NaturallanguageJosephWeizenbaum!|sELIZA.mp4
007_2-2Micro-worldsShakeyTheRobot.mp4
008_2-3SpeechRecognition.mp4

03_NeuralNetwork
009_3-1AIWinters-IntroductionHistoryofArtificialIntelligence,AIWinters.mp4
010_3-2NeuralNetwork1940~1970.mp4
011_3-3_NeuralNetwork1980~2000.mp4
012_3-4_ConvolutionalNeuralNetwor.mp4

04_Blockchain&BitCoin
013_4-1_Blockchain&BitCoin.mp4
014_4-2_Blockchain&BitCoin-ReadThisFirst.mp4
015_4-3_Blockchain&BitCoin-DataScience&BigDataLab1(Part1).mp4
016_4-4_Blockchain&BitCoin-DataScience&BigDataLab1(Part2).mp4

05_CloudComputing
017_5-1_CloudComputing.mp4
018_5-2_CloudComputing-LabSectionI(Part1).mp4
019_5-3_CloudComputing-LabSectionI(Part2).mp4
020_5-4_CloudComputing-LabSectionI(Part3).mp4
021_5-5_CloudComputing-LabSectionI(Part4).mp4
022_5-6_CloudComputing-LabSectionI(Part5).mp4
023_5-7_CloudComputing-LabSectionII(Part1).mp4
024_5-8_CloudComputing-LabSectionII(Part2).mp4
025_5-9_CloudComputing-LabSectionII(Part3).mp4

06_DataScience&BigData(1)
026_6-1_DataScience&BigData(1).mp4
027_6-2_DataScience&BigData(1)-LabSectionI(Part1).mp4
028_6-3_DataScience&BigData(1)-LabSectionI(Part2).mp4
029_6-4_DataScience&BigData(1)-LabSectionII.mp4

07_DataScience&BigData(2)
030_7-1_DataScience&BigData(2)-LabSectionI(Part1).mp4
031_7-2_DataScience&BigData(2)-LabSectionI(Part2).mp4
032_7-3_DataScience&BigData(2)-LabSectionI(Part3).mp4
033_7-4_DataScience&BigData(2)-LabSectionI(Part4).mp4
034_7-5_DataScience&BigData(2)-Problem(Part1).mp4
035_7-6_DataScience&BigData(2)-Problem(Part2).mp4
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