IT界討論區: 走定唔走 (17)

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6 Like 1 Dislike
2017-09-20 20:53:43
Fresh grad knowledge checklist
列表只供參考,以tech skill為主,好多soft skill / language / debug skill 冇辦法寫出黎

<Common>
* Google + Stackoverflow
- Programming Language
- Data Structure (Pointer, Array, Lists, Trees, Graphs, Queue, Stack)
- Algorithm (Data Structure Operations, Sorting, Searching, Recursion)
- OS (Theory)
- Linux
- Version Control (Git)
- [Bonus] Version Control (svn / cvs etc)
- [Bonus] Testing (Unit Test, Integration Test, Coverage Test, UAT)

<Programming Language, Field: Software Developer>
- [Common] Any 1 of Java (J2SE, OOP, common library, e.g. utils, IO, lists) / C++ / C# (similar operation like java)
- [Bonus] Java (J2EE, generics, multi-threading, networking, jdbc, etc.)
- [Bonus] C++ / C# / C / Python / Ruby / Pascal / Matlab / Javascript (similar operation like above)
- [Bonus] Any Functional Programming (Scala / Lisp / Clojure / Haskell / Perl)
specific purpose language not listed here

<Field: Web(frontend)>
- [Basic] HTML5 + CSS + Javascript
- [Basic] Any 1 of Angular(Js) / Vue / Reactjs
- [Basic] jQuery
- [Bonus] Any 2 of Angular(Js) / Vue / Reactjs
- [Bonus] SASS, LESS
- [Bonus] Backbone
- [Bonus] Browserify / Webpack
- [Bonus] Typescript / CoffeeScript
- [Basic/Bonus] UX

<Field: Web(backend)>
- [Basic] Any 1 of PHP / Node.js / Django / Ruby on rail / JSP
- [Basic] Any 1 of LAMP / MEAN
- [Bonus] Any 3 of PHP / Node.js / Django / Ruby on rail / JSP / etc.
- [Bonus] Laravel for PHP
- [Bonus] Express.js for Node.js
- [Bonus] ASP.NET for C#
- [Bonus] Restful / SOAP API
- [Bonus] Container, docker, AWS EC2 Container, Google Container Engine, etc.
- [Basic/Bonus] Web(frontend)
- [Basic/Bonus] Networking
- [Basic/Bonus] Database

<Field: Mobile>
- [Basic] Any 1 of Android Studio / objective-C / swift
- [Basic] Can produce a runnable app
- [Basic] UI, FileSystem
- [Bonus] All 3 of Android Studio / object-C / swift
- [Bonus] Mobile App Architecture. MVC, Activity, Services, ContentProvider, BroadcastReceiver, Intent, Notification, LocationManager, Camera, Security, Power
- [Bonus] Hybrid App Framework (Ionic / React Native / Cordova, etc.)
- [Basic/Bonus] Database
- [Basic/Bonus] Networking (HTTP & Bluetooth etc.)
- [Basic/Bonus] UX

<Field: Networking>
- [Basic] OSI 5/7 layer
- [Basic] Switch / Router / Bridge / Hub / Repeater
- [Basic] VLAN
- [Basic] VPN
- [Basic] Firewall
- [Basic] CCNA's knowledge
- [Bonus] CCNA certification

<Field: Database>
- [Common] Any 1 of MySQL / OracleDB / MS SQL
- [Basic] MongoDB
- [Basic] Database design, ERD, normalization
- [Basic] Backup / Recovery
- [Basic] Transaction
- [Basic] Simple Performance Optimization
- [Bonus] Any 4 of RDBMS (MySQL / OracleDB / MS SQL / MS Access / PostgreSQL / Sybase / MariaDB / DB2)
- [Bonus] SQLite
- [Bonus] Redis

<Field: BigData>
- [Basic] Hadoop
- [Basic] Database
唔識big data,等人補

<Field: Machine Learning>
- [Basic] Basic Theory
- [Basic] Python + TensorFlow + Keras + Scikit learn
- [Bonus] MS Cognitive (CNTK) / Theano / AWS ML
- [Bonus] Java-ML / R
- [Bonus] Deep Learning
- [Bonus] NLP
- [Bonus] Database
- [Bonus] BigData
- [Basic/Bonus] Supervised Learning (Regression / Classification / SVM / Random Forest)
- [Basic/Bonus] Unsupervised Learning (Clustering / Association)
2017-09-20 20:54:39
2017-09-20 21:00:39
留名
2017-09-20 21:21:28
正皮比個list
2017-09-20 21:30:03
個list 上手寫 冇member到會否曲街
2017-09-20 22:20:50
個list 上手寫 冇member到會否曲街

佢有心壓你價照樣壓㗎啦
呢度唔比人哋 修正文章係咁玩法
2017-09-20 22:24:29
version control 其實係點樣釐定?
自己學校做啲嘢根本就唔會理
除非佢話要交步驟嘅版本
頂多都係加個更改日期就算

v2.0 係正式版其實係邊個定?
軟件嘅話應該冇BETA版本?
而家好鬼多遊戲都BETA 都照樣賣錢
2017-09-20 22:42:41
留明
2017-09-20 22:50:04
version control 其實係點樣釐定?
自己學校做啲嘢根本就唔會理
除非佢話要交步驟嘅版本
頂多都係加個更改日期就算

v2.0 係正式版其實係邊個定?
軟件嘅話應該冇BETA版本?
而家好鬼多遊戲都BETA 都照樣賣錢

Early Access
2017-09-20 22:50:09
大家多唔多用google drive做version control ?
2017-09-20 22:52:35
version control 其實係點樣釐定?
自己學校做啲嘢根本就唔會理
除非佢話要交步驟嘅版本
頂多都係加個更改日期就算

v2.0 係正式版其實係邊個定?
軟件嘅話應該冇BETA版本?
而家好鬼多遊戲都BETA 都照樣賣錢

Early Access

正經答
versioning 宜家有2種
一種直接用git commit hash
http://blog.mshmelev.com/2014/01/embedding-git-commit-hash-to-assembly.html

一種就Semantic versioning
https://docs.npmjs.com/getting-started/semantic-versioning
https://semver.npmjs.com/
2017-09-20 23:08:58
[url]公司有6,70人,但得你1個it support,fg 建唔建議做呢D?[/url]
2017-09-20 23:25:59
公司有6,70人,但得你1個it support,fg 建唔建議做呢D?

2017-09-20 23:26:11
公司有6,70人,但得你1個it support,fg 建唔建議做呢D?

2017-09-20 23:38:57
2017-09-20 23:40:20

2017-09-20 23:41:43
個list 上手寫 冇member到會否曲街

佢有心壓你價照樣壓㗎啦
呢度唔比人哋 修正文章係咁玩法




其實冇所謂啦,我寫出黎都係預左俾人睇既啫,又唔係D咩秘密
2017-09-20 23:43:43


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2017-09-20 23:50:56



2017-09-21 00:04:12





2017-09-21 00:12:11


2017-09-21 00:16:28
<Field: BigData>
- [Basic] Hadoop
- [Basic] Database
唔識big data,等人補

- [Basic] hdfs
- [Basic] map&reduce
- [Bonus] Apache Kafka/Spark
- [Bonus] Deep Learning
- [Bonus] Traditional Machine Learning
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