DL-noted
DL
Data collection
Data Communication
Data Analysis
Data Interpration
Critical Thinking
Terms
Dataset a collection of information
Feature characteristics can be measured or observed
Instance individual records or observations in a dataset
Types of Dataset
Structured Data
Unstructrued Data
Semi-Structured Data
Big Data
V’s Characteristics
Volume(Size or Quantity)
storage infrastructure
high-performance
how long
data management
Variety
Velocity(Batch,Near Real-Time,Real-Time, ...
BCDA-noted
importance of data(analyis)
valuable insights
better, more informed decisions
help personalizing products services
identity potential risks
regular
no need to face clients
raw Data -> information
steps
Collecting data
Cleaning data
Transforming data
Analyzing data
Visualizing data
purpose of DA
make informed decision
solve problems
test hypotheses
type of DA
descriptive historical data to describe what has occured in the past
diagnostic explain why certain events,investigates the courses
...
Symbols-in-English
Symbols
(;) // semicolon
(``) // backtick
(.) // Period
(?) // Question Mark
(!) // Exclamation Point
(,) // Comma
(:) // Colon
(-) // Hyphen
(_) // Parentheses
[] // Brackets
{} // Braces
(‘) // Apostrophe
(“”) // Quotation Marks
(…) // Ellipsis
(-) // minus / substraction
(+) // plus / Addition
(*) // times & ...
Database-Notes
Syntax of SQLQuery
DESC(descending order:Highest to Lowest),ASC(ascending order:Lowest to Highest)
between - used to match the date datatype
% - match string(example:”Ca%”,”%Ca%”,”%Ca”)
like - match string, use with %
is null/is not null - match data is null or not
Distinct - match unique data column
Datediff - match difference of datetime datatype
join - join different tables together with condition
<> - means two data is different
SUM/MAX/COUNT/MIN - aggregate func fo ...
react-porject-build
start with viteVite Documentation
1npm create vite@latest (project_name) -- -- template react // Then a project auto generated
create different foldersfolder list at first
123456789101112131415161718192021Project/├── public├── src/│ ├── api│ ├── assets│ ├── components/│ │ ├── logo│ │ ├── cards│ │ └── ScrollTop.jsx│ ├── layout│ ├── pages│ ├── routes│ ├── index.jsx│ └── index.css├── .gitignore├── eslint.config.js├── index.html├── package.json├── package-lock.json└── REA ...
Node-Learning
ExpressA frame work make it easy to code with node.jsrefer to my local exercise file of coding in courses
PugA template Engines instead of HTML file to display the webpagesyou can code by html files and use online converter to convert the code into pug filesconverter document for pug
EJSAnother template Engines for displaying webpagescoding with the previous project
CLass-Note
teacherinformationname: Samuel Sofela:Office: NN318Cimportant:Network,Network,Network
name: MAH-SAWOffice: NN406-Femail: mahsa.amini@sait.canumber:2
ITS Service Destlocation:MB027, Stan Grad Centre, SAIT Main CampusOnline resource—checking
Career Advancemnt ServicesJob BoardWalk-in appointment: wednesday 3:45pm
Resume Tips
Maximum 2pages
Target to the job posting,using keywords
Be concise - 4-6 points/ ...
Practical-Oral-Expression
dailyconsume time
have time/money to spare
kill (the) time
while away the time
pass the time
browse
browse around
look around
wander around
Just browsing
confidence
boosts my confidence
stay in shape (保持好的状态)
blow off the steam (减压)
young people
students
teenager
old people
old man
the aged
life
hand-to-mouth
past form
have been doing
be used to sth/used to do sth
present formfuture form
will do
sentence
I find/found that/it + adj
… is the best way for/to
My pass ...
Reading-Library
trick
填空题
注意1个还是2个单词(be careful about one word or two words)
同义替换(find keywords)
对应并列关系(and/or/in addtion/also)
因果关系(as a result/in that/therefore)
对应转折关系(yet/instead/nonetheless/nevertheless)
主动被动改写(动词同义替换,by + 主体)
填空的词性(adj,v,n)
定冠词(the/a/an/some)
定语从句
专有名词(called/named/known as)
A and other B(B such as/including A)改写
判断题(TURE/FALSE/NOT GIVEN)
TURE
同义替换+意思一致(大多数)
根据几句话概括总结(可能跨段落)
FALSE
同义替换+意思相反
NOT GIV ...
Synonymous-substitution-vocabulary
1-20 (90% will be test)
resemble - v 像,与…相似
like
look like
be similar to
recognize - v 认出,识别;承认
perceive
acknowledge
realize
appreciate
admit
identify
comprehend
understand
know
adjust - v 调整,使适合
change
modify
shift
alter
approach - n 方法
method
way
fundamental - adj 基本的,基础的
basic
rudimentary
preliminary
rely on - 依靠,依赖
depend on
domestic - adj 家庭的,国内的
national
home
local
measure - v 测量
calculate
asses
evaluate
trait - n 特点,特征
characteristic
feature
property
co ...