Python课程中实际项目案例分析

YISHIJIXIANGMUKAIFAGUOCHENGJIAOXUE,RANGBIANCHENGXUEXIBIANDEGENGJIANDAN

项目式教学方式分析



棋牌下载        XUEXIRUANJIANKAIFAKECHENG,ZUIZHONGDEMUBIAOJIUSHIKAIFARUANJIANXIANGMU,JIYUITKECHENGDEXUEXITEDIAN, XIANGMUSHIJIAOXUECAINENGRANGXUEYUANGENGHAOGENGQUANMIANDEZHANGWOJISHU,YENENGRANGXUEDAODEJISHUGENGSHIYONG。 XUEXIYUANDICAIYONGDUOGEXIANGMUGUANCHUANSHIJIAOXUE,MEIGEKECHENGGUANLIANDEJISHUDIANHENDUO, ZAIYOUXIANDESHIJIANNEIHENNANJIANGJIEQUANMIAN,ERTONGGUOXIANGMUZHIRUDAOKECHENGZHONG,JIUKEYISAIXUANCHUSHIJIYINGYONGDEZHISHIDIANZHONGDIANJIANGJIE。 LINGWAI,TONGGUOXIANGMUGONGNENGMOKUAIYINGYONGDEJISHUFANTUICHULAIDEZHISHIDIAN,NENGRANGXUEYUANGENGRONGYILIJIEZHISHIDIANDEYINGYONG,DADAOXUEYIZHIYONGDEMUDE, YOUKEYIJUYIFANSAN,KEYIKUAISUTIGAO。YEKEYITONGGUOXIANGMUSHIZHANWAJUEKECHENGZHONGMEIYOUJIANGDAODEXINZHISHIDIAN, KUOZHANYIXIAYINGYONGDEZHISHIMIAN。

棋牌下载       DADUOSHUYOUFENGFUJINGYANDECHENGXUYUANYONGYOUZIJIDESIRENKAIFAKU,KEYIRANGCHENGXUYUANZAIKAIFAXINXIANGMUSHISHIYONGDAYUE30%DEZHONGYONGDAIMALAIKAIFARUANJIAN, KECHENGZHONGDEDUOGEBUTONGLEIXINGDEXIANGMUYEKEYIWEIXUEYUANJILEIZIJIDESIRENKAIFADAIMAKU。

       LINGWAI,JIAOXUEZHONGDEXIANGMUYINGYONGHESHIJISHANGYEXIANGMUHAISHIYOUYIXIEQUBIEDE,SHOUXIAN,BINGBUSHIXIANGMUYUEDA、XUQIUYUEFUZAYUEHAO, YINWEIYONGDAXIANGMUJIAOXUERANGXUEYUANGANJUEHENHUNLUAN,DABUDAOXUEXIDEMUBIAO,YOUKENENGQIDAOFANZUOYONG。QICI,JIAOXUEXIANGMUSHIYONGDEDOUSHIXUEYUANBIJIAOCHANGJIANDELEIXINGXIANGMU,ZHEIYANGDEXIANGMUXUQIUBUXUYAOJIANGJIEXUEYUANYEHENQINGCHUYEWU,NENGZHIJIELIANXIANGDAOKAISHIBUZHOUSHANG, JIUKEYIBAJINGLIDOUFANGZAIGONGNENGSHIXIANSHANG。HAIYOUJIUSHIZAIJIAOXUEXIANGMUZHONGBUHUIQUSHIXIANSHANGYEXIANGMUZHONGSUOYOUDEGONGNENG, ERSHIHUIQUJIANHUAGONGNENGHEYEWULIUCHENG, QUCHUZHONGFUDEGONGNENGMOKUAI, TONGSHIYEHUIZAIXIANGMUZHONGYINGDAOYIXIEFANLIDAIMA,WEILEJIANGJIEBUTONGDEZHISHIDIANDEYINGYONG。 ERJIAOXUEXIANGMUHESHANGYEXIANGMUXIANGTONGDEDIFANGYEHENDUO, BIRUZAIRUANJIANGONGCHENGFANGMIANDERUANJIANKAIFALIUCHENG、KAIFAGONGJUSHIYONG、DAIMAGUANLI、TUANDUIHEZUO,YIJIYUKEHUGOUTONGDENGFANGMIANSHIYIZHIDE。 DANGRAN,JIAOXUEXIANGMUYEYOUYIXIECHAOGUOSHANGYEXIANGMUDEDIFANG,LIRUZAIJUTIDEYIXIEXIANGMUMOKUAIJICHUSHANG,HUISHEXIANGDUOQINGKUANGKUOZHANKAIFAXIAQU,WEIRANGXUEYUANJIECHUDAOGENGDUODEZHISHIDIAN。

       XUEYUANZAIXIANGMUJIEDUANXUEXISHI,BUJINZHIWEISHIXIANBIAOMIANDEGONGNENG, YIDINGYAOZUODAOXIANGSUJIBIEDEHAIYUAN, ZHIYOUWENTIKAOLVZHOUQUAN, ZHUZHONGMEIGEXIJIE,FANFUSHIYAN, CAINENGZAIXIANGMUKAIFAKECHENGZHONGDEDAOQUANMIANDETIGAO。

项目一 网上购物系统



       ZAIDIANZISHANGWUYENEI,DIANZISHANGCHENGXITONGKAIFAYIJINGBUSHIXINXIANSHI,KAIFADIANZISHANGCHENGXITONGSHIMEIGEDIANSHANGXITONGTIGONGSHANGBIBEIJISHU。 WebJISHUKAIFADEFAZHANXUNSUCUSHILEDIANZISHANGCHENGDEPUJI,YUEFADUODECHUANTONGSHANGJIAQIANJIHOUFUDITOURUHULIANWANGDIANZISHANGCHENGXITONGDESHIYONG,YICIHUOQUBIANLIYIJIGENGDADELIRUN。

项目背景:

       SUIZHEYINTEWANGDEDEXUNSUFAZHAN,DIANZISHANGWUDEXINGQI,YIXIANDAIXINXIHUAWEIYITUODESHANGWUMOSHIYIJINGCHENGWEIYIZHONGBIRANDEQUSHI, WANGSHANGGOUWUBIJIANGCHENGWEIZHUYAODEXIAOFEIMOSHI,BENXITONGKAIFADEWANGSHANGGOUWUWANGZHANZHENGSHIYINGHELEZHEIZHONGFAZHAN,WANGSHANGGOUWUSHIYIZHONGJUYOUJUYOUJIAOHUGONGNENGDESHANGYEXINXIXITONG, SUIZHEXINXIWANGLUOJISHUDEFEISUFAZHAN,XUDUOSHANGHUYUXIAOFEIZHEZHIJIANSHIXIANDIANZISHANGWUYIJINGCHENGWEIKENENG,GESHANGHUYEYIJINGRENSHIDAODIANZISHANGWUPINGTAIBUJINKEYITUOKUANYINGXIAOQUDAO,ERQIEDUITISHENGPINPAIXINGXIANGDENGFANGMIANDOUYOUZHONGYAODEYIYI。

项目目标:

       XIANGMUTESE1、CAIYONGQIANHOUDUANFENLIDEJISHU 2、SHIYONGZUIREMENDEDjango REST framework +VUEJISHUSHIXIAN 3、CAIYONGSHUJUKUDUXIEFENLIJISHU 4、SHIYONGFastDFSSHIXIANSHANGPINTUPIANSHUJUDECUNCHU 5、KEZHANGWOZHIFUXIANGGUANYEWUDESHIXIAN 6、KEZHANGWOSOUSUOXIANGGUANJISHUDESHIYONG

项目功能:

棋牌下载        1、LIULANSHANGPIN:BAOKUOANYONGHUDEXUQIULIANGFENLEILIULAN,SOUSUODENG。 2、GOUMAISHANGPIN:BAOKUOYONGHUXUANZESHANGPINLEXUYAOSHIYONGDAOGOUWUCHE,YIJIDINGDANDENG。 3、YONGHUXINXIGUANLI:DANGYONGHUZHUCELEZHANGHAOHOU,KEYIDUIZIJIDEGERENXINXIJINXINGCHAXUN,XIUGAIDENGGONGNENG。 4、HUODONGSHANGPIN:DANGYUDAOJIEJIARIDESHIHOU,WOMENSHIDANGDEDUISHANGPINJINXINGDAZHECHULI,YIBIANGENGNENGXIYINXIAOFEIZHEQIANLAIGOUWU。 5、YONGHUJIBIE:XIAOFEIZHEZAIJINXINGZHUCE,JIYIYOUDEYONGHUGOUWUDADAOYIDINGDECHENGDUSHI,KEYIRANGGAIYONGHUXIANGSHOUGENGYOUHUIDEDAIYU。 6、HOUTAIGUANXI:ZAIZHEILI,MAIDUODIANSHANGXITONGZHUYAOSHEZHILEJIGEMOKUAI,GUANLIYUANMOKUAI,KEYIDUISHANGPINJIQITAYONGHUSHEZHIQUANXIANJIQITAXIANGGUANCAOZUO,YONGHUGUANLIMOKUAI,YIJISHANGPINGUANLIMOKUAI。

棋牌下载


项目涉及技术点:

       1、CAIYONGQIANHOUDUANFENLIDEJISHU 2、SHIYONGZUIREMENDEDjango REST framework +VUEJISHUSHIXIAN 3、CAIYONGSHUJUKUDUXIEFENLIJISHU 4、SHIYONGFastDFSSHIXIANSHANGPINTUPIANSHUJUDECUNCHU 5、KEZHANGWOZHIFUXIANGGUANYEWUDESHIXIAN 6、KEZHANGWOSOUSUOXIANGGUANJISHUDESHIYONG


前端页面
  • - HTML5
  • - CSS3
  • - VUE
采用当前流行的前后端分离式开发技术,涉及RESTFul API基础知识和Vue项目结构分析,解决了技术开发单一的痛点,拥有超前的技术融合技能,让你在开发的领域比别人技高一筹!
后端Python框架
  • - Django
  • - 自定义API
Django是一个开放源代码的Web应用框架,由Python写成。采用了MVT的框架模式,即模型M,视图V和模版T
数据库
  • - MySQL
  • - FastDFS
FastDFS是一个开源的轻量级分布式文件系统,它对文件进行管理,功能包括:文件存储、文件同步、文件访问(文件上传、文件下载)等,解决了大容量存储和负载均衡的问题。
开发环境配置
  • - Linux
  • - Nignx
用Python语言开发的站点使用的Web服务器主要有Nginx、Apache以及淘宝的Tengine。

项目测试:

棋牌下载        ZAIWANCHENGDAIMAKAIFAZHIHOU,XUYAODUIDAIMAJINXINGGONGNENGCESHI,ANZHAOGONGNENGTUYIGEYIGEDEJINXINGCESHI,RUGUOGONGNENGCHUXIANYICHANG,ZEDIYISHIJIANJINXINGWENTIXIUFU,RANHOUZHONGXINKAISHIXINYILUNDECESHI,YINWEIDAIMABIANDONGHENKENENGDAOZHIYUANLAIYIJINGCESHIDEGONGNENGCHUXIANYICHANG。

棋牌下载


项目上线:

棋牌下载        XIANGMUCESHIWANBIMEIYOUBugZHIHOU,XUYAOZUOLIANGJIANSHIQING,YISHIJIANGDAIMATONGGUOFTPGONGJUSHANGCHUANDAOYUNKONGJIAN,ERSHIJIANGSHUJUKUSHUJUDAOCHU,BINGTONGGUOGONGJUDAORUDAOKONGJIANDUIYINGDAOSHUJUKUZHONG,WANCHENGZHEILIANGJIANSHIZHIHOU,WOMENJIUKEYITONGGUOYUMINGFANGWENWOMENDEWANGZHANLE。XIAOGUOTURUXIA:



项目二 新闻资讯系统



       ZAISUIZHEYIDONGSHIDAIDEFAZHAN,YIDONGSHEBEIDEYANHUA,YONGHUXUQIUZHUJIANZENGDUO,YONGHUSHIYONGCHANPINCHANGJINGSUIPIANHUA、DUOYANGHUA。GEXINGHUADINGYUE、SUIPIANHUA、CHANGJINGHUA、NEIRONGJUHEDENGXINGSHIYIJINGCHENGWEIXINWENKEHUDUANDEFAZHANQUSHI。

项目背景:

       ZAILUSHANG、GONGJIAOCHE、DITIESHANG、WANSHANGSHUIQIAN,ZAOSHANGXINGHOU,CHIFANSHI,SHANGBANXIUXIGUOCHENG,SHANGXISHOUJIANDENGSUIPIANHUASHIJIAN,ZHEIYEYANSHENGCHULEYONGHULIXIANYUEDUDENGDEXUQIU。RUHEZAIDUANSHIJIANNEIMANZUYONGHUYISHANGZHEIXIEXUQIUCHENGWEIXINWENYINGYONGXUYAOKAOLVDEWENTI。

项目目标:

       CONGXUQIUCENGMIANSHANGLAISHUO,YONGHUCHULELEJIEZUIXINZIXUNDEXUQIUWAI,ZAIYIDONGDUANYANSHENGCHULEYULE、SHEJIAO、FENXIANG、GEXINGHUADENGDEXUQIU。YONGHULIULANXINWENDEMUDEYOULEJIESHISHI、 ZENGJIATANZI、DAFASHIJIAN、GUANZHUZIJIXIHUANDELINGYU、GONGZUODENG,NEIMECONGBENZHISHANGFENXI,YONGHUQISHISHIZAIMANZUZIJIYULE、SHENGHUOXIAOQIAN、RONGYUGAN、SHEJIAO、GUISHUGAN、QIUZHIDENGDEXUQIU。

项目功能:

棋牌下载        XINWENFABUXITONGSHIXINWENMEITIHUOZHEZIMEITITUISONGSHISHIXINWEN,RANGQITAYONGHUHUOZHEYOUKEYUEDUDEWANGZHAN。ZHUYAOSHIXIANGONGNENG:QIANTAIKAIFANGSHIDEZHANSHIXINWENLIEBIAO,YUNXUSUOYOUYONGHU、YOUKELIULAN, TIGONGYOUKEDEDENGLUZHUCEGONGNENG,GERENZHONGXINYONGHUKEYIDUIZIJIWENZHANG、PINGLUNDEGUANLI,ZENGJIAWENZHANGDENGGONGNENG;HOUTAISHIXIANGUANLIYUANGUANLISUOYOUWENZHANG、PINGLUNDESHANCHU、XIUGAI、BIANJIGONGNENG,SHIXIANDUIYONGHUDEQIANGZHIXIAXIAN,SHANCHUYONGHUDENGGONGNENG。 ZHEIGEXIANGMUSHIYIKUANHUIJIKEJIZIXUN、JISHUWENZHANGHEWENDAJIAOLIUDEYONGHUYIDONGZHONGDUANCHANPIN。TOUTIAOTIGONGYONGHUYIDONGAppDUAN、ZIMEITIPC WebDUANHEXITONGMIS PC WebDUANSANDAYINGYONG,RANGYONGHUQINGSONGHUOQUZUIXINZIXUN,FABUZIXUNWENZHANG。 DUIJIETUIJIANXITONG,SHOUJIMAIDIANSHUJU、HUOQUTUIJIANJIEGUO;DUIJIEAIXITONG,TIGONGLIAOTIANJIQIRENTONGXUNPINGTAI。

棋牌下载


项目涉及技术点:

棋牌下载        1、SHIYONGFlask-RESTfulSHIXIANREST API 2、LINGHUOSHIYONGSQLAlchemyDESHUJUKUORMJIEJUEFANGAN 3、CAIYONGQIYEDEGitflowGONGZUOLIUKAIFA 4、CAIYONGQIYEJIDEHUANCUNFANGAN 5、SHIYONGgRPCYUTUIJIANXITONGHEAIXITONGDUIJIE 6、CAIYONGElasticsearchSOUSUOYINQING7、SHIYONGsocket.ioSHIXIANJISHITONGXUN 8、SHIYONGAPSchedulerSHIXIANDINGSHIRENWU 9、SHIYONGRabbitMQXIAOXIDUILIE 10、YINRUJIYANXINGWEIYANZHENG


Flask-RESTful 使用Flask-RESTful实现REST API
SQLAlchemy 灵活使用SQLAlchemy的数据库ORM解决方案
Gitflow 采用企业的Gitflow工作流开发
gRPC 使用gRPC与推荐系统和AI系统对接
Elasticsearch 采用Elasticsearch搜索引擎
socket.io 使用socket.io实现即时通讯
APScheduler 使用APScheduler实现定时任务
RabbitMQ 使用RabbitMQ消息队列

项目测试:

棋牌下载        ZAIWANCHENGDAIMAKAIFAZHIHOU,XUYAODUIDAIMAJINXINGGONGNENGCESHI,ANZHAOGONGNENGTUYIGEYIGEDEJINXINGCESHI,RUGUOGONGNENGCHUXIANYICHANG,ZEDIYISHIJIANJINXINGWENTIXIUFU,RANHOUZHONGXINKAISHIXINYILUNDECESHI,YINWEIDAIMABIANDONGHENKENENGDAOZHIYUANLAIYIJINGCESHIDEGONGNENGCHUXIANYICHANG。

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项目上线:

棋牌下载        XIANGMUCESHIWANBIMEIYOUBugZHIHOU,XUYAOZUOLIANGJIANSHIQING,YISHIJIANGDAIMATONGGUOFTPGONGJUSHANGCHUANDAOYUNKONGJIAN,ERSHIJIANGSHUJUKUSHUJUDAOCHU,BINGTONGGUOGONGJUDAORUDAOKONGJIANDUIYINGDAOSHUJUKUZHONG,WANCHENGZHEILIANGJIANSHIZHIHOU,WOMENJIUKEYITONGGUOYUMINGFANGWENWOMENDEWANGZHANLE。XIAOGUOTURUXIA:



项目三 内容推荐系统



       CHUANTONGDEXUQIUSHOUJIFANGSHIDUOSHIZUOYIXIEDIAOYAN,RUYONGHUFANGTAN、WENJUANDIAOCHA、JIAODIANXIAOZU、XIANCHANGDIAOYANDENG。SUISHUOZHEISHIZHIMIANYONGHUHENHAODEFANGSHI,DANSHIYECUNZAIYIXIEJUXIANXING, RUYANGBENBUGOUDUO,TOURUSHIJIANRENLICHENGBENDA,FANGTANHUANJINGDUISHOUFANGZHEDEYINGXIANGCONGERYINGXIANGDIAOYANJIEGUODEZHENSHIXINGDENGDENG。ERJINJINIANDASHUJUDEFAZHAN,RANGWOMENDUIYUYONGHUDEXUQIUSHOUJIKAISHIYOULEYIGEGENGFANGBIAN,GENGYOUXIAO, GENGZHUNQUEDEFANGSHI。SHUOMINGBAIXIE,DASHUJUJIUSHITONGGUOHAILIANGDE,DUOYUANXINGSHIDESHUJUGENJUMOUXIEGUIZE,MOUXIESUANFATIQUYOUYONGDEHUOSHIXIANGYAODEDAODEXINXI,CONGERLAIFENXIZONGJIEYONGHUDEXUQIU。 ERJIANGZHEIJIANSHIQINGZUODAOJIZHIBINGQIEZUIHOUYINGYONGQILAI,QIEZUIHOUBANGZHUZHIJIETIGAOYEJIDEBIANSHI‘TUIJIANXITONG’。

项目背景:

       TUIJIANXITONGJIUSHIMONIXIAOSHOURENYUANBANGZHUKEHUWANCHENGGOUMAIGUOCHENG,GEXINGHUATUIJIANSHIGENJUYONGHUDEXINGQUTEDIANHEGOUMAIXINGWEI,XIANGYONGHUTUIJIANYONGHUGANXINGQUDEXINXIHESHANGPIN, CONGERZUIHOUTIGAOZHUANHUALV。TUIJIANXITONGDEZHUYAORENWUJIUSHILIANXIYONGHUHEWUPIN,JIEJUEXINXIGUOZAIDEWENTI。DIANXINGDESHENGHUOCHANGJING,NIZAISHIYONGGELEIGOUWUXINGappSHI, ZAIQIPAIXIAZAISHANGBIDINGYOU‘CAINIXIHUAN’,JIANGTUIJIANZUODAOFEICHANGJIZHIDE‘JINRITOUTIAO’,DOUSHIFEICHANGDIANXINGDELIZI。TANENGZHIDAOYONGHUXUYAOSHENME,SUOYICAINENGZHUAZHUYONGHU,RANHOURANGYONGHUYILAIZIJIDECHANPIN,PINDEJIUSHIBIBIEDECHANPINGENGDONGNI。

项目目标:

棋牌下载        YONGHUXINGWEISHUJUZAIWANGZHANSHANGHUOZHEZAIKEHUDUANSHANGZUIJIANDANDECUNZAIXINGSHIJIUSHIRIZHI,XIANZAISHIMIANSHANGYOUHENDUOYANJIUYONGHUMAIDIANDECHANPIN, YEZUODEFEICHANGCHENGSHULE,XIANGgrowingio、BAIDUTONGJI、talikingdataDENG,LAIBANGZHUDAJIAJILUGEJIAappHUOZHEGEDAWANGZHANDEYONGHUXINGWEISHUJU。ERDEDAOZHEIBUFENSHUJUYIHOU, NINENGKANCHUYONGHUDEXUQIUMA?JUYIGEDIANXINGDELIZI,DIANSHANGWANGZHANSHANGDEGOUWUCHE,ZHEISHIYIZHONGZUIJIANDANDEFANGSHINENGKANCHULAIYONGHUZUIJINXUYAOSHENME,ZHENGZAIMAISHENME,DANGRANWANGGENGSHENYIGECENGCIKAN, NENGFENXICHUNAXIESHANGPINHUITONGSHICHUXIANZAIGOUWUCHEZHONG,JIERFENXICHANPINDEGUANLIANDUWENTI。ZUIZHUMINGDELIZIJIUSHIPIJIUHENIAOBUDELIZI,ZHEISHISHUJUWAJUEDEJINGDIANANLI。YOUYIWEICHAOSHIRENYUANFAXIANHENDUORENHUITONGSHIGOUMAIPIJIUHENIAOBU, TAMENRENWEIFUNVZAIJIAZHAOGUHAIZI,JIAOZHANGFUQUMAINIAOBU,RANHOUZHANGFUMAILENIAOBUYIHOU,HUISHUNBIANJIZIJIMAIPINGPIJIU,YUSHICHAOSHIDIAOZHENGLEHUOJIA,JIANGZHEILIANGGEKANSIBUXIANGGANDEWUPINFANGZAILEYIQI,JIEGUODOUDADATIGAOLEZHEILIANGZHONGWUPINDEXIAOSHOULIANG。 ZHEIGELIZISHUOMINGHENDUOKANSIMEIYOUGUILVDEDONGXI,DOUKENENGCUNZAIYIDINGDEGUILV,ERGEXINGHUATUIJIANDESUANFARENWUJIUSHITONGGUOJISUANJIDALIANGDEJISUANQUFAXIANZHEIXIEGUILV,CONGERZHAODAOYONGHUDEXUQIU, JIERJIDAOCHANPINSHEJISHIKEGUANDEZHIDAO,SHENZHICONGSHUJUSHANGNENGZHIDAOCHANPINDEFANGXIANG。WOMENNADAOLEYONGHUDEXINGWEIGUIJISHUJU,ZAIYILAIYIDINGDESUANFAZIRANYENENGZHAODAOYONGHUSHIYONGWOMENCHANPINDEGUILV,CONGERGENGDONGYONGHU。

项目功能:

棋牌下载        XIANGMUJIANJIETOUTIAOTUIJIANXITONGJIANLIZAIHAILIANGYONGHUYUHAILIANGWENZHANGZHISHANG,SHIYONGLambdaJIAGOUZHENGHESHISHIJISUANHELIXIANJISUAN,JIEZHUFENBUSHIHUANJINGTISHENGJISUANNENGLI; SHIYONGFlumeSHOUJIYONGHUDEDIANJI、LIULAN、SHOUZANGDENGXINGWEI,JIANLIYONGHUHUAXIANGHEWENZHANGHUAXIANG,BINGCUNCHUYUHDFSJIQUN;TONGGUOLIXIANSpark SQLJISUANJIANLIHIVETEZHENGZHONGXIN, CUNCHUDAOHBaseJIQUN;TONGGUOALS、LR、Wide DeepDENGJIQIXUEXIYUSHENDUXUEXI、TUIJIANSUANFAJINXINGZHINENGTUIJIAN,DADAOQIANRENQIANMIANDEYONGHUTUIJIANXIAOGUO。

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项目涉及技术点:

棋牌下载        1、ABTestSHIYANPINGTAI 2、YONGHUFANKUISHOUJI 3、SHISHIJISUANPINGTAI 4、LIXIANJISUANFENXIPINGTAI 5、ZHAOHUISUANFAMOXING 6、PAIXUSUANFAMOXING 7、YONGHUHUAXIANGJIANMO 8、WENZHANGHUAXIANGJIANMO 9、JIYULambdaDASHUJUJIAGOUJINXINGSHUJUCHULI


Lambda 使用Lambda架构整合实时计算和离线计算
Flume 使用Flume收集用户的点击、浏览、收藏等行为,建立用户画像和文章画像
ALS、LR、Wide Deep 通过ALS、LR、Wide Deep等机器学习与深度学习、推荐算法进行智能推荐,达到千人千面的用户推荐效果。
Spark SQL 通过离线Spark SQL计算建立HIVE特征中心,存储到HBase集群

项目测试:

棋牌下载        ZAIWANCHENGDAIMAKAIFAZHIHOU,XUYAODUIDAIMAJINXINGGONGNENGCESHI,ANZHAOGONGNENGTUYIGEYIGEDEJINXINGCESHI,RUGUOGONGNENGCHUXIANYICHANG,ZEDIYISHIJIANJINXINGWENTIXIUFU,RANHOUZHONGXINKAISHIXINYILUNDECESHI,YINWEIDAIMABIANDONGHENKENENGDAOZHIYUANLAIYIJINGCESHIDEGONGNENGCHUXIANYICHANG。


项目四 分布式爬虫系统



       DAXINGMENHUWANGZHANHEDAXINGHUNLIANWANGZHANJILEILEHAILIANGXINXI,TIQUYOUYONGDEJIAZHI,YINGYONGYUSHUJUWAJUE、HAILIANGSHUJUFENXI、SHICHANGFENXI(BAOKUOREDIANZIXUN、 GUANJIANCIDIANJI、YUQINGFENXI、QUANGUOHUNLIANSHICHANG、GERENXINXIFENXIDENGQINGKUANG),ZHANGWOPACHONGJISHUXIANDEYOUWEIZHONGYAO。

项目背景:

       GUANGDUYOUXIANCELVESHIZHIZAIZHUAQUGUOCHENGZHONG,ZAIWANCHENGDANGQIANCENGCIDESOUSUOHOU,CAIJINXINGXIAYICENGCIDESOUSUO。 GAISUANFADESHEJIHESHIXIANXIANGDUIJIANDAN。ZAIMUQIANWEIFUGAIJINKENENGDUODEWANGYE,YIBANSHIYONGGUANGDUYOUXIANSOUSUOFANGFA。YEYOUHENDUOYANJIUJIANGGUANGDUYOUXIANSOUSUOCELVEYINGYONGYUJUJIAOPACHONGZHONG。 QIJIBENSIXIANGSHIRENWEIYUCHUSHIURLZAIYIDINGLIANJIEJULINEIDEWANGYEJUYOUZHUTIXIANGGUANXINGDEGAILVHENDA。 LINGWAIYIZHONGFANGFASHIJIANGGUANGDUYOUXIANSOUSUOYUWANGYEGUOLVJISHUJIEHESHIYONG,XIANYONGGUANGDUYOUXIANSOUSUOCELVEZHUAQUWANGYE, ZAIJIANGQIZHONGWUGUANDEWANGYEGUOLVDIAO。ZHEIXIEFANGFADEQUEDIANZAIYU,SUIZHEZHUAQUWANGYEDEZENGDUO,DALIANGDEWUGUANWANGYEJIANGBEIXIAZAIBINGGUOLV,SUANFADEXIAOLVJIANGBIANDI。

项目目标:

棋牌下载        TIGONGWANGYEPAQU、NEIRONGFENLEI、NEIRONGXIAZAI、TUXINGFENXIDENGSHEJI。

项目功能:

       ①JIANGJIDINGDECHUSHIURLJIARUDAOURLDENGDAIDUILIE。   ②CHUANGJIANPACHONGXIANCHENG,QIDONGPACHONGXIANCHENG   ③MEIGEPACHONGXIANCHENGCONGURLDENGDAIDUILIEZHONGQUDERENWUURL。RANHOUGENJUURLXIAZAIWANGYE,RANHOUJIEXIWANGYE,HUOQUCHAOLIANJIEURs。RUGUOHUOQUDAODEURLWEIXIANGDUIDIZHI, XUYAOZHUANHUANWEIJUEDUIDIZHI,RANHOUTAOTAIWAIURLs,CUOWUURLsHUOZHEBUNENGJIEXIDEURLDIZHI。ZAIPANDUANZHEIXIEURLSHIFOUYIJINGBEIXIAZAIDAO,RUGUOMEIYOUZEJIARUDAOURLDENGDAIDUILIE。       ④JIXUZHIXINGBUZHOU③,ZHIDAOJIESHUTIAOJIANTINGZHI。


项目涉及技术点:

棋牌下载        1、Python DUOXIANCHENGPACHONGJIQIJIZHI 2、SHIYONGPython、requestsDENGWANGLUOMOKUAI 3、SHIYONGPython lxml、BeautifulSoup、re、jsonMOKUAIJINXINGSHUJUTIQU 4、XPathYUFAGUIZEHEGECSS SelectorDESHIYONG 5、SHIYONGSelenium+ChromeSHISHIDONGTAIHTMLZHUAQU 6、ZHANGWOScrapyKUANGJIA,YIJIBIANXIEGELEIZHONGJIANJIAN 7、ZHANGWOscrapy-redisFENBUSHIKUANGJIA,LEJIEGEZUJIANGONGZUOJIZHI


棋牌下载

Python Python 多线程爬虫及其机制,使用Python、requests等网络模块
数据提取 使用Python lxml、BeautifulSoup、re、json模块进行数据提取
动态HTML抓取 XPath语法规则和各CSS Selector的使用、使用Selenium+Chrome实施动态HTML抓取
爬虫框架 使用Scrapy框架,以及编写各类中间件,使用crapy-redis分布式框架各组件工作机制

项目测试:

棋牌下载        ZAIWANCHENGDAIMAKAIFAZHIHOU,XUYAODUIDAIMAJINXINGGONGNENGCESHI,ANZHAOGONGNENGTUYIGEYIGEDEJINXINGCESHI,RUGUOGONGNENGCHUXIANYICHANG,ZEDIYISHIJIANJINXINGWENTIXIUFU,RANHOUZHONGXINKAISHIXINYILUNDECESHI,YINWEIDAIMABIANDONGHENKENENGDAOZHIYUANLAIYIJINGCESHIDEGONGNENGCHUXIANYICHANG。

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项目上线:

棋牌下载        XIANGMUCESHIWANBIMEIYOUBugZHIHOU,XUYAOZUOLIANGJIANSHIQING,YISHIJIANGDAIMATONGGUOFTPGONGJUSHANGCHUANDAOYUNKONGJIAN,ERSHIJIANGSHUJUKUSHUJUDAOCHU,BINGTONGGUOGONGJUDAORUDAOKONGJIANDUIYINGDAOSHUJUKUZHONG,WANCHENGZHEILIANGJIANSHIZHIHOU,WOMENJIUKEYITONGGUOYUMINGFANGWENWOMENDEWANGZHANLE。XIAOGUOTURUXIA:


项目五 数据分析系统



       JINSHIJIEDUIXINXIJISHUDEYILAICHENGDURIYIJIASHEN,MEITIANDOUHUICHANSHENGHECUNCHUHAILIANGDESHUJU。SHUJUDELAIYUANDUOZHONGDUOYANG——ZIDONGJIANCEXITONG、 CHUANGANQIHEKEXUEYIQIDENG。BUZHINIYOUMEIYOUYISHIDAO,NIMEICICONGYINXINGQUQIAN、MAIDONGXI、XIEBOKE、FAWEIBODENGYEHUICHANSHENGXINDESHUJU。

项目背景:

       SHUJUSHIJISHANGBUTONGYUXINXI,ZHISHAOZAIXINGSHISHANGBUYIYANG。DUIYUMEIYOURENHEXINGSHIKEYANDEZIJIELIU,CHULEQISHULIANG、YONGCIHEFASONGDESHIJIANWAI,QITAYIWUSUOZHI, YIYANKANSHANGQU,HENNANLIJIEQIBENZHI。XINXISHIJISHANGSHIDUISHUJUJIJINXINGCHULI,CONGZHONGTILIANCHUKEYONGYUQITACHANGHEDEJIELUN,YEJIUSHISHUO,TASHIDUISHUJUJINXINGCHULIHOUDEDAODEJIEGUO。 CONGYUANSHISHUJUZHONGCHOUQUXINXIDEGUOCHENGJIAOZUOSHUJUFENXI。

项目目标:

       SHUJUFENXIDEMUDEZHENGSHICHOUQUBUYITUIDUANDEXINXI,ERYIDANLIJIELEZHEIXIEXINXI, JIUNENGGOUDUICHANSHENGSHUJUDEXITONGDEYUNXINGJIZHIJINXINGYANJIU,CONGERDUIXITONGKENENGDEXIANGYINGHEYANBIANZUOCHUYUCE。 SHUJUFENXIZUICHUYONGZUOSHUJUBAOHU,XIANYIFAZHANCHENGWEISHUJUJIANMODEFANGFALUN,CONGERWANCHENGLEDAOYIMENZHENZHENGXUEKEDETUIBIAN。MOXINGSHIJISHANGSHIZHIJIANGSUOYANJIUDEXITONGZHUANHUAWEISHUXUEXINGSHI。 YIDANJIANLISHUXUEHUOZHELUOJIMOXING,DUIXITONGDEXIANGYINGNENGZUOCHUBUTONGJINGDUDEYUCE,WOMENJIUKEYIYUCEZAIJIDINGSHURUDEQINGKUANGXIA,XITONGHUIJICHUZENYANGDESHUCHU。 ZHEIYANGKANLAI,SHUJUFENXIDEMUBIAOBUZHIYUJIANMO,GENGZHONGYAODESHIQIYUCENENGLI。

项目功能:

       YIGEZIDONGLIANGHUAJIAOYIXITONG,ZHUYAOYONGHUCELVEFENXIYIJIHUICE。TONGGUOGAOZHILIANGDEYUCHULIJINRONGSHUJU, FENXISHUJUZHONGDEYINZI,SHIYONGJIQIXUEXISUANFASHIXIANZIDONGHUACELVECHANSHENG,BINGQIESHIYONGCELVEXIANGGUANZHIBIAODADAOHUICEDENENGLI,ZUIHOUNENGGOUJINXINGMONIJIAOYI。GAIPINGTAINENGGOUSHIXIANZIDONGJINXINGCELVEFENXIWANCHENGJIAOYI。

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项目涉及技术点:

       1、LISHISHUJU、SHISHISHUJU 2、GUPIAO、QIHUOSHUJUZHIBIAO 3、DUOYINZIMOXING 4、LIANGHUAJIAOYICELVE5、HUICEKUANGJIA 6、JIAOYIKUANGJIA


numpy库 NumPy库是Python的一种开源的数值计算扩展。这种工具可用来存储和处理大型矩阵,比Python自身的嵌套列表(nested list structure)结构要高效的多。NumPy的学习对于数据分析、数据建模、机器学习具有重要的意义。
pandas库 pandas 是基于NumPy 的一种工具,该工具是为了解决数据分析任务而创建的。 Pandas 纳入了大量库和一些标准的数据模型,提供了高效地操作大型数据集所需的工具。 pandas提供了大量能使我们快速便捷地处理数据的函数和方法。你很快就会发现,它是使Python成为强大而高效的数据分析环境的重要因素之一。
数据分析绘图 绘图是数据分析的重要工具和任务之一。本课程通过基于matplotlib的pandas绘图,讲解常见的线图、直方图、柱状图、散点图、饼图等的画法。
Jupyter Notebook Jupyter Notebook是一个数据分析和编写代码的好工具,本质是一个 Web 应用程序,便于创建和共享程序文档,支持实时代码,数学方程,可视化和markdown。 用途包括:数据清理和转换,数值模拟,统计建模,机器学习等等。Jupyter Notebook最大的好处就是所见所得,可以在浏览器上编辑代码。
Scikit-learn机器学习 Scikit-learn是python最有名的专门面向机器学习机器学习包,在数据量不是过大的情况下,可以解决大部分问题。 我们的课程将详细讲解Scikit-learn的基本功能中的三大部分:分类、回归、聚类,同时在讲解案例过程中着重模型选择的问题。

项目测试:

       ZAIWANCHENGDAIMAKAIFAZHIHOU,XUYAODUIDAIMAJINXINGGONGNENGCESHI,ANZHAOGONGNENGTUYIGEYIGEDEJINXINGCESHI,RUGUOGONGNENGCHUXIANYICHANG,ZEDIYISHIJIANJINXINGWENTIXIUFU,RANHOUZHONGXINKAISHIXINYILUNDECESHI,YINWEIDAIMABIANDONGHENKENENGDAOZHIYUANLAIYIJINGCESHIDEGONGNENGCHUXIANYICHANG。


项目上线:

       XIANGMUCESHIWANBIMEIYOUBugZHIHOU,XUYAOZUOLIANGJIANSHIQING,YISHIJIANGDAIMATONGGUOFTPGONGJUSHANGCHUANDAOYUNKONGJIAN,ERSHIJIANGSHUJUKUSHUJUDAOCHU,BINGTONGGUOGONGJUDAORUDAOKONGJIANDUIYINGDAOSHUJUKUZHONG,WANCHENGZHEILIANGJIANSHIZHIHOU,WOMENJIUKEYITONGGUOYUMINGFANGWENWOMENDEWANGZHANLE。XIAOGUOTURUXIA:

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项目六 人工制能系统



       SUIZHEJISHUHESHICHANGDEGAOGEMENGJIN,RENGONGZHINENGZHENGCHENGWEISHUJU、FUWU、CHANPINJIERURENLEISHENGHUODEZHONGYAORUKOU。LIAOTIANJIQIRENDEYANBIANYUFAZHANRANGTAMANMANRONGRURENMENDERICHANGSHENGHUO, CONGSHOUJISHANGDEXUNIZHULIDAOSHIJIZAIXIANKEFU,LIAOTIANJIQIRENDEFAZHANZHILUBUSUANDUAN。SUIZHELIAOTIANJIQIRENDESHANGYEFAZHANDEJICHUYAOSURIQUCHENGSHU,SHENGTAIXITONGZHUBUJIANLI,YIGoogleKAIFALIAOTIANJIQIRENApp——Google Allo, WEIRUANTUICHULEChat BotLIAOTIANJIQIREN,FENGTIANMINGNIANJIANGFASHOUMINILIAOTIANJIQIREN“KIROBO MINI”WEIDAIBIAO,YUELAIYUEDUODEQIYEKAISHIRUJULIAOTIANJIQIREN。

项目背景:

棋牌下载        ZAI20SHIJI60NIANDAIZHONGQI,JISUANJIKEXUEJIAJoseph WeizenbaumFAMINGLEDIYIGEchatbot(LIAOTIANJIQIREN)——Eliza。ElizaTONGGUOSHIYONGMOSHIPIPEIHETIDAIFANGFALAIMONIDUIHUA, CHENGXIANCHUCHENGXUNENGGENGLIJIERENMENWENTIDEJIAXIANG,ZANSHIXINGDIRANGYIGEZHENZHENGDERENLEIRENWEITAMENZHENGZAIHELINGYIGERENLIAOTIAN。 ZAIZHEIZHIHOUYOUDUOZHONGBUTONGYONGTUDEJIQIRENBEIKAIFACHULAI,QIZHONGYIGEYOUDAIBIAOXINGDELIAOTIANJIQIRENXITONGSHIALICE。ALICECHANSHENGYU1995NIAN,ZAI2000NIAN、2001NIANHE2004NIANSANCIHUOJIANG, SUIALICEYITONGFABUDEAIML(Artificial Intelligence Markup Language)BEIGUANGFANYINGYONG。ALICZHIHOUXIANGJIYOUDUOZHONGSHIYONGJIQIXUEXIJISHUDELIAOTIANJIQIRENWENSHI,WEIRUANXIAOBING,AppleSiri,BAIDUDUMIDENGDENG。 XIANZAIDELIAOTIANJIQIRENNENGGOULIJIERENMENSUOSHUODENEIRONG,YIBANSHIJIYUNLP(ZIRANYUYANCHULI)WEISHUMIANHUOKOUTOUYONGYUSHEDINGTEDINGYUYI。CIWAI,HENDUOLIAOTIANJIQIRENSHIYONGZHUANYEXITONGRUANJIAN, JIMOFANGRENLEIZHUANJIAJINXINGJUECE,TIQUYIXIAOBUFENXINXILAIHUIDAWENTI。 SUIZHESHENDUXUEXIDEXINGQIHEAlphaGoDUIYUSHENDUXUEXIDECHENGGONGYINGYONG,LIAOTIANJIQIRENYOUYOULEXINDEJISHUSHOUDUAN,YIXIELIAOTIANJIQIRENCHANGSHANGYIJINGKAISHICHANGSHIYINGYONGSHENDUXUEXIJISHU。 XIANGXINZAIBUYUANDEWEILAI,GENGDUODELIAOTIANJIQIRENJIANGHUICAIYONGSHENDUXUEXIFANGFA,JIERUHAILIANGSHUJU,LAIYUCEWENTIJINERDUIKUANFANDEZHUTIZUOCHUKUAISUXIANGYING,YINENGGOUJISHITICHUHUIDAXIANGGUANWENTI。

项目目标:

       XIANGMUSHIXIANZHINENGLIAOTIANJIQIREN,SHIYONGLEZIRANYUYANCHULIDEJISHU,SHIXIANRENJIDUIHUA。SHIXIANDESHIYIGELEISIZHINENGKEFUDEXITONG,SHIXIANLEXIANLIAOGONGNENGHEWENDAGONGNENG,ZAIAppSHANGTIGONGLERUKOU,NENGGOUHEJIQIRENXIANLIAOHEBIANCHENGXIANGGUANDEWENTI。

项目功能:

棋牌下载        1、JIESHOUYONGHUDESHURU 2、DUISHURUNEIRONGJINXINGYUCHULIHETEZHENGTIQU 3、SHIYONGFENLEIFANGFAPANDUANYONGHUSHURUDENEIRONG 4、RUGUOYITUWEIXIANLIAO,DIAOYONGXIANLIAODEMOXINGFANHUIJIEGUO 5、RUGUOYITUWEITIWEN,DIAOYONGWENDAMOXINGFANHUIJIEGUO


项目涉及技术点:

       PythonSHIXIANRENGONGZHINENGYUYANHAISHIHENLINGHUODE, YOUDUOZHONGFANGSHISHIXIAN, YINGYONGDEKUYEBIJIAODUO, ZHEIGEXIANGMUSHIYONGDUOZHONGFANGSHI, SHIXIANDUOGEBANBENDEYUYANJIQIRENCHANPIN, KEYIJINXINGDUIBI, XUANZEYIZHONGZAIGONGZUOZHONGJINXINGYINGYONG。


Python aiml库 AIML全名为Artificial Intelligence Markup Language(人工智能标记语言),是一种创建自然语言软件代理的XML语言, 是由RichardS. Wallace 博士和Alicebot开源软件组织于1995-2000年间发明创造的。AIML是一种为了匹配模式和确定响应而进行规则定义的 XML 格式。
百度语音的API 语音功能全部使用的是百度语音的API,聊天回复这里使用的是图灵机器人
AI Chatbot框架 IKY是一个内置于Python中的AI动力对话对话界面。 使用IKY,很容易创建自然语言会话场景,无需编码工作。 平滑的UI使得轻松创建和训练机器人的对话,并且随着从与人们的对话中学习而不断变得更聪明。 IKY可以通过将API与该平台集成在您所选择的任何渠道(如Messenger,Slack等)上。

项目测试:

       ZAIWANCHENGDAIMAKAIFAZHIHOU,XUYAODUIDAIMAJINXINGGONGNENGCESHI,ANZHAOGONGNENGTUYIGEYIGEDEJINXINGCESHI,RUGUOGONGNENGCHUXIANYICHANG,ZEDIYISHIJIANJINXINGWENTIXIUFU,RANHOUZHONGXINKAISHIXINYILUNDECESHI,YINWEIDAIMABIANDONGHENKENENGDAOZHIYUANLAIYIJINGCESHIDEGONGNENGCHUXIANYICHANG。

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项目上线:

       ZHEILIZHISHIJIANDANDESHIXIANLEZIJITICHUDEGONGNENG,HAIYOUKEYIWANSHANDEDIFANG,BIRUYUYINHUANXING,HAIYOUYUYINSHURUSHIKONGBAIDESHIHOU,ZIDONGCHULI,ERBUSHICHENGXUYICHANGJIESHU。XIAOGUOTURUXIA:

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项目式教学额外的收获



       TONGGUOKECHENGZHONGDUOGEXIANGMUDEZHIRUJIANGJIE,CHULEKEYISHOUHUOJISHUHEXIANGMUDAIMAZHIWAI,GENGNENGSHOUHUORUANJIANGONGCHENGFANGMIANDEZHISHI,HEJIANGSHIJINGYANDEFENXIANG。KEYIZHIJIEHUODEXIANGMUDEGUANLI,QIZHONGSHEJITUANDUIXIEZUO,XIANGMUDAIMAGUANLI,XIANGMUJINDUGUANLI,KAIFATUANDUIDEWEIHUHEGUANLI。 CHUCIZHIWAIHAIKEYILEJIEDAORUHEJINXINGKEHUGOUTONG,YIJIZHENGGEXIANGMUDEKAIFALIUCHENG,HONGGUANRENSHIXIANGMU。 ZHEIXIEXIANGMUZHONGGUANCHUANLEXIANGMUGONGCHENGNEIRONG,SHEJIDAIMAGUANLI、TUANDUIXIEZUO、XIANGMULIUCHENG、KEHUGOUTONGYIJIXIANGGUANGONGJUDESHIYONG。

代码管理
  • - Git安装
  • - 代码时光机
  • - 多人合作
  • - 分支特性
  • - 远程仓库
Git是一个开源的分布式版本控制系统,可以有效、高速地处理从很小到非常大的项目版本管理。 其中很多的特性相较于svn,cvs更加的强大,特别是分支特性,更好的维护产品代码,保证代码的健壮性。
团队协作
  • - 文档管理
  • - 设计图管理
  • - 团队人员分工
  • - 员工沟通技巧X
团队协作是团队运作非常重要的一个环节,直接影响整个项目能否顺利完成。其中还包括员工的沟通,考核已经后续的升职加薪。
项目开发流程
  • - 原型制作
  • - 设计图制作
  • - 数据库设计
  • - 框架开发
  • - 软件测试
  • - 上线部署流程
了解整个项目的开发流程对开发人员有着非常重要的意义,开发人员可以在宏观角度来认识项目,并提高和其他部门之间的配合,为后续的升职加薪做好准备。
客户沟通
  • - 客户沟通
客户是公司生存的经济来源,与客户的沟通显得至关重要,企业技术总监亲自讲述与客户沟通的那些事。

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