Python的学习目标和学习线路图

ZHANGWOXUEXIFANGFA,BURUHUIWANDAOCHAOCHE

Python常见的开发岗位

  Python开发工程师      Python Web开发工程师     Python数据分析工程师      Python爬虫工程师      Python人工制能工程师     Python运维工程师     Python架构师     网站开发工程师   


胜任180多个岗位,Python是胶水语言能和多数语言配合使用。
Python适合开发的软件类型

 WEB开发     网络编程   
 爬虫开发     云计算开发   
 人工智能     自动化运维   
 金融分析     科学运算   
 游戏开发     桌面软件   


Python是一个非常好用的编程语言, 应用非常广泛。
需要掌握的技术及需要掌握的程度

 Python基础     Linux     模块化编程     面向对象编程     数据结构与算法     Mysql /Redis/Scrapy     SPSS数据处理     机器语言     统计学     Tensorflow     Django框架     Web前端      Flask框架   


Python应用广,Web、爬虫、数据分析、人工智能是重点!

Python的学习目标:

Python涉及到软件开发、网络爬虫、数据分析与人工智能等最前沿的开发技术。 课程中的每个知识点都是程序开发人员必不可少的内容,而且每个技术点的内容都非常全面,深度到位,课程当中不仅有丰富实用的教学案例, 而且还融入了软件工程知识的企业级实战项目。
1.迅速掌握开发技能,积累开发经验。
2.通过本课程高级部分学习,包括Python基础及相关技术,提高编程能力。
3.符合企业需求的Python软件开发工程师。
4.熟悉数据库服务器的管理、操作并精通SQL语句编写。
5.熟练使用python等技术进行网络数据的抓取,并进行相关的数据分析
6.熟练掌握Excel,SPSS.SQL等专业的数据分析工具
7.熟练使用Python进行数据分析及数据可视化
8.掌握机器学习算法及人工智能领域中的机器学习技术,面向未来,成长为IT领域内的技术大咖。
9.熟悉Python开发,能搭建最好的网站运行平台,对服务器进行管理、维护以及安全防范。
10.使用Python框架完成Web开发和小程序开发

Python语言基础

语言基础打的牢固,
是学习全栈技能的基础

棋牌下载 PythonYUYANRUMENRONGYI,SHANGSHOUKUAI。JICHUYIDINGYAODAHAO, SUIRANXUEWANJICHUHAIBUJUBEIKAIFANENGLI, DANSHIWEIHOUMIANDEKECHENGZUOHAOPUDIAN。ZAIJICHUBUFENXUYAOZHANGWOPythonJICHUYUFABIANCHENGNENGLI,ZHANGWOPythonLIUDASHUJULEIXING,NENGGOUSHULIANSHIYONGPythonWANCHENGGEZHONGSHUJULEIXINGDECAOZUO。 HAIXUYAOZHANGWOPythonKONGZHIYUJU、WENJIANCAOZUO、YICHANGCHULIXIANGGUANCAOZUO,YIJIZHANGWOPythonHANSHUDESHIYONG、BIANXIEFANGFA,KEYISHULIANDEJINXINGMOKUAIHUABIANCHENG,HEZHANGWOPythonMIANXIANGDUIXIANGSIXIANGJIMIANXIANGDUIXIANGSHEJI。ZHEIXIENEIRONGMEIGEXIJIEDOUYAOZHANGWO, HOUMIANDEKECHENGHEKAIFAZHONGDOUXUYAOYONGDAO。

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Python高级特性

语法部分需要记的多
高级部分要加入一些思想进去

棋牌下载 PythonBIANCHENGSIXIANGHENGUANGFAN, ZAIXUEXIZHONGXUYAOZHANGWOHANSHUSHIBIANCHENG,HEJIZHONGCHANGJIANDEPythonNEIZHISHUJUJIEGOU,YIJILIEBIAODENEIZHICAOZUOFANGFAHEDUIXIANGDESHENQIANKAOBEI、ZIDIANHEJIHEDENEIZHIFANGFAYIJIDUIWENJIANDEDUXIECAOZUO,NENGZIJICHULIOOPWENTI。 HAIYAOJUYOUCHUBURUANJIANGONGCHENGZHISHI,BINGSHULIMOKUAIHUABIANCHENGSIXIANG,ZHANGWOMIANXIANGGUOCHENGHEMIANXIANGDUIXIANGLIANGZHONGBIANCHENGSIXIANGDEQUBIE,ZHANGWOMIANXIANGDUIXIANGDEMOSHUFANGFA,NENGGOUSHIYONGYICHANGBINGNENGGOUZAICHENGXUZHONGYISHIDEPAOCHUYICHANGLAIJIAGUCHENGXUDEKEYONGXING,ZUIZHONGYAODESHIHAIYAOZHANGWOBUFENSHUJUJIEGOUHESUANFA。

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Linux应用

Python最好是在Linux下面用,
对Python学习很有帮助

PythonYUYANYEKEYIZAIWindowsXIAXUEXIHEKAIFA,DANSHIZAILinuxXITONGXIAGENGJIAFANGBIANXIE。BIRU,RUGUOSHIXIANGYONGPythonKAIFAWANGZHAN(XIANJINLIUXINGDE、CHENGSHUDEPython WebKUANGJIA)NEIJIUXUYAOSHIYONGDAOLinuxPINGTAILE, BIJINGDAJIANZHEIYANGDEWANGZHANLinuxPINGTAIGENGCHANGYONG;DIERRUGUOXIANGSHIYONGPythonPACHONGPAQUSHUJU,ZAILinuxXITONGSHANGYEYAOGENGFANGBIANYIXIE;HAIYOUJIUSHIXIANGXUEXIWANGLUOANQUANSHENTOUCESHI,ZAILinuxSHANGBIANXIEPythonZIDONGHUACESHIJIAOBENYEHENYOUBIYAO。

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数据库

Python项目离不开数据库
必须要熟练掌握到少一种数据库

PythonHEGUANXIXINGSHUKUMySQLJIEHESHIYONGDEQINGKUANGBIJIAODUO, YEHUIHERedisHUOMongoDBFEIGUANXIXINGSHUJUKUYIQISHIYONG。SUOYIYIDINGYAOLEJIESHUJUKUDEJIBENQINGKUANG,ZHANGWOMysqlSHUJUKUCHANGYONGCAOZUO(ZENG、SHAN、GAI、CHADENG),KEYISHULIANBIANXIEsqlYUJU。 NENGGOUJINXINGPythonHEMySQL、MongoDBHERedisZHIJIANDESHUJUJIAOHU,LINGWAIHAIXUYAOZHANGWOWANGLUOBIANCHENGXIANGGUANJISHU,NENGGOUSHIXIANWANGLUOJIANSHUJUTONGXIN。ZHANGWOCHENGXUSHEJIZHONGCHULIBINGFAXIANGGUANJISHU,BINGNENGGOUBIANXIEZHICHIGAOBINGFALIANGDEWANGLUOCHENGXU, ZHANGWOYIDINGDEDUOXIANCHENGKAIFANENGLI,BINGXUEHUICHULIBINGFAZHIXINGDAILAIDEXIECHENGWENTI。

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Web前端技术

Python在Web方面逐渐增加,在其它领域也要Web技术支持

棋牌下载 XUEXIWebKAIFA, YIDINGZHANGWOwebWANGZHANDEQIANDUANYEMIANKAIFA,HUIDUOZHONGMIANYEBUJUFANGSHI,YEYAOZHANGWOwebWANGZHANDEYEMIANTEXIAOKAIFA,KEYIJIEHEPythonYUYANKAIFAGAOBINGFAQUANGONGNENGDEWebWANGZHANKAIFA,TONGSHIKEGENJUYEWULIUCHENGTU,KAIFAwebWANGZHANDEHOUTAIYEWU; JISHUFANGMIANXUYAOHTMLDEKAIFAZHISHI,JUYOUSHANGYEWANGYEDEMOFANGNENGLI, CSSDEBUJUZHISHI,SHANGYEWANGYEDEBUJU,ZHANGWOJavaScript,WEIJIANGLAICONGSHIQUANZHANGONGZUODAXIAJICHU,JUBEIjQuerySHANGYEJIDEKAIFANENGLI, LIJIEAjaxDEGONGZUOYUANLIBINGNENGSHIYONGajaxHEHOUTAIKUANGJIATONGXUN,ZHANGWOvueZAIWANGLUOQIANDUANZHONGDESHIYONG, HEZHANGWOwebXIANGMUKAIFADELIUCHENGHEZHISHIDIAN。

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常用框架

现在开发都是基于框架
没有人再从底层一步步开发了

TONGGUOWEIKAIFARENYUANTIGONGYINGYONGCHENGXUKAIFAJIEGOU,KUANGJIASHIKAIFARENYUANDESHENGHUOGENGQINGSONG。TAMENZIDONGZHIXINGTONGYONGJIEJUEFANGAN,SUODUANKAIFASHIJIAN,BINGYUNXUKAIFARENYUANGENGDUODIGUANZHUYINGYONGCHENGXULUOJIERBUSHICHANGGUIYUANSU。 ZUOWebTONGGUOHUIYONGDAOLIANGZHONGCHANGJIANKUANGJIA, DjangoSHIYIGEMIANFEIDEKAIYUANQUANZHANPythonKUANGJIA。TASHITUMORENBAOHANSUOYOUBIYAODEGONGNENG,ERBUSHIJIANGTAMENZUOWEIDANDUDEKUTIGONG,YAOJUBEIQIYEJIdjangoKAIFANENGLI。 FlashSHIPythonKAIFAWebQINGLIANGJIKUANGJIA,YAOZHANGWOFlaskKUANGJIADESHIZHANYINGYONG,KEWANCHENGWEIXINXIAOCHENGXUXIANGMUKAIFA。

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爬虫应用

爬虫应用广泛,
Python爬虫也有N种姿势

WANGLUOPACHONG(YOUBEICHENGWEIWANGYEZHIZHU,WANGLUOJIQIREN),SHIYIZHONGANZHAOYIDINGDEGUIZE,ZIDONGDIZHUAQUWANWEIWANGXINXIDECHENGXUHUOZHEJIAOBEN。QISHITONGSUDEJIANGJIUSHITONGGUOCHENGXUQUHUOQUwebYEMIANSHANGZIJIXIANGYAODESHUJU,YEJIUSHIZIDONGZHUAQUSHUJU SHIJIESHANG80%DEPACHONGSHIJIYUPythonKAIFADE,XUEHAOPACHONGJINENG,KEWEIHOUXUDEDASHUJUFENXI、WAJUE、JIQIXUEXIDENGTIGONGZHONGYAODESHUJUYUAN。 NIKEYIYONGPACHONGPATUPIAN,PAQUSHIPINDENGDENGNIXIANGYAOPAQUDESHUJU,ZHIYAONINENGTONGGUOLIULANQIFANGWENDESHUJUDOUKEYITONGGUOPACHONGHUOQU,PACHONGDEBENZHISHIMONILIULANQIDAKAIWANGYE,HUOQUWANGYEZHONGWOMENXIANGYAODENEIBUFENSHUJU。

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数据分析

开放的数据分析场景,
要用编程来进行数据分析

PythonYUYANZAIJIQIXUEXILINGYUYOUGUANGFANDEYINGYONG。CAIYONGJIQIXUEXIDEFANGSHIJINXINGSHUJUFENXIXUYAOJINGGUOWUGEBUZHOU,FENBIESHISHUJUZHUNBEI、SUANFASHEJI、SUANFAXUNLIAN、SUANFAYANZHENGHESUANFAYINGYONG。 CAIYONGPythonJINXINGSHUJUFENXIHAIXUYAOZHANGWOYIXILIEKUDESHIYONG,BAOKUONumpy(JUZHENYUNSUANKU)、Scipy(TONGJIYUNSUANKU)、Matplotlib(HUITUKU)、pandas(SHUJUJICAOZUO)、Sympy(SHUZHIYUNSUANKU)DENGKU,ZHEIXIEKUZAIPythonJINXINGSHUJUFENXISHIYOUGUANGFANDEYINGYONG。

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人工智能

python随着人工智能兴起而大热, 人工智能成就Python

XIANGDUIYUQITAYUYAN,pythonDUIRENGONGZHINENGZUIDADEYOUSHISHITADEKEKUOZHANXING、KEQIANRUXING。ZHEIYESHITABEICHENGXUYUANCHENGWEI“JIAOSHUIYUYAN”DEYUANYIN。PythonJIEZHUAIHESHUJUKEXUE,MUQIANYIJINGPANPADAOLEBIANCHENGYUYANSHENGTAILIANDEDINGJIWEIZHI,KEYISHUOPythonJIBENSHANGYUAIYIJINGJINMIKUNBANGZAILEYIQILE。 PythonLISHISHANGYEYIZHIDOUSHIKEXUEJISUANHESHUJUFENXIDEZHONGYAOGONGJU,YOUnumpyZHEIYANGDEDIZI,YINWEIXINGYEJINSISUOYIXUANZEAPI bindingYUYANDESHIHOUHUISHOUXUANPython,TONGSHIFUYONGnumpyZHEIYANGDEJICHUKUJIJIANSHAOLEKAIFAGONGZUOLIANG,YEFANGBIANCONGYERENYUANSHANGSHOU。

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学习路径

YIMENJISHUXIANGXUECHENG, DADAOKEYIGONGZUODEMUDE, NEIRONGDEQUEBUSHAO, YEBUSHISANWURIKEYISUCHENGDE,XUYAOYIGEZHANGQIJILEIDEGUOCHENG。 DANZHANGWOHAODEXUEXIFANGFAJIXUEXILUJINGYESHIKEYISHIBANGONGBEIDE。 DUIYULINGJICHUXIAOBAIZUIDADETONGDIANJIUSHIBUZHIDAOXUESHENME,YEBUZHIDAOCONGNALIKAISHIXUE。YIMENJISHUSUIRANXIANGGUANLIANDENEIRONGHENDUO,DANXUEXIYUANDIYOUDANIUBANGNIZHAOCHUCHANGYONGDE30%DENEIRONGXUEXI,NENGKAIFA90%YISHANGDERUANJIAN, JISHUDEBANBENGENGXINDIEDAIDESUDUYEHENKUAI,BUTONGBANBENZHIJIANCHAJUBIJIAODA, XUEXIZHENGQUEDEBANBENYEKEYIJIESHENGJINGLIDE。ANXUEXIYUANDITUIJIANDEXUEXIXIANLUTUXUEXI, JIYOUXUEXISHUNXU,YOUDOUSHIZHONGDIANSHIYONGDENEIRONG,JISHUBANBENYESHIJINGXINTIAOXUANGUODE。

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