# Day 1 week 1 ML
## Today we have been taught general topics about ML:
Machine Learning is:
Use label data to train a machine learning model and then use that trained model to make prediction on new data (to answer questions).
Accuracy score is use to evaluate trained model.
How to learn ML:
Step by step
Stay fit
Patient
Disipline
Support
Let ego at home
Tools use to learn ML:
Google collaboration
Hackmd
Flask
VScode
Github
Docker
...
Skills need to acquire:
Comunication
Math, statistic
Programming: Python
Business sense
Representation skills

# Day 2 week 1:
## Python day
In this day, we've learnt programming fundamental and practiced writting some code
#### Programming (create art):
A programmer need to keep in mind:
Keep it simple
DRY _ Don't repeat your self
Separation of concerns
Clean code > Clever code
Refractor $ Refractor
Python programming language:
Variables use to assign data in
-example: int, float, str, Boolean, list, dictionary
If, elif, else
For, while
Math operator(+,-,*,/,//,%,**)
Built in funtions(print(), max(), min())
Function: def function(*args,**kargs)
...
#### Practised coding:
Draw flow chart
Create a pipeline
Some common mistakes
-example: grammar, comma, colon, forget to break a loop

# Day 3 week 1:
## Python exercises:
### Today we have actually solved some problems.
### How to build up a function, step by step (thank Mr.Minh)
- Firstly, you need leave a pipeline:
def function(**args, *kargs): # Don't forget this colon

return "anything" (should be 0)
And then run. If it print out "anything", we move on
- Secondly, leave a docstring to describe what you're trying to do
""" This function will do it function if you give it arguments and key arguments if needed"""
- Thirdly write down what you want to do in human language
- Fourthly translate idea in to machine langugage (Python)
- Lastly, the boring and important Test and Debug.

# Day 4 week 1:
## Bash, command line, git and github
### Bash, command line
Use to code quicker, control cloud computer(virtual machine)
ls #list files and folder in current file
date #show date and time from computer
history #to see all the command lines from start to now
cd dir #go to directory dir (a folder)
cd .. #move backward to parent folder
mkdir maker_directory # make directory call maker_directory
rmdir dir remove director if it's empty
rm -R dir remove file
cp dir/file.txt dir2 copy file from dir to dir2
echo 'Hallo' > file.txt erase old text and add 'Hallo' new text to file.txt
touch folder/file.txt create new file in folder
-grep and cat to manipulate texts in file
### git and github
git: use to control version(can use offline)
git init
git add (add to dragging state)
git commit (commit a version)
git remote origin
git push -u origin master (create the connection between your computer and cloud computer that the next time u don't have to use this line a gain)
git push
git pull

git branch name (create a branch name name)
git checkout name move to branch name name
git checkout -b name create a branch name name and move to it
git reset --soft lsafjkdl;(go back to that version control by hash lsafjkdl)
git merge name merge current name + name branchs
...
github
where you can see open source project
can cooporate with other
can upload your work, and download other's work

CONFLICT:
file -> edit
git add
git commit

# Day 5 week 1:
Today we learnt how to be a crawler - building a web that will show up what you get
Need to ask question first
- What my website do
Take infor on a website
Store it in database
Tranfer to Html
User see and lick on link or picture will link to origin website
- Technical issues
Use requests, flask, bootstrap 4, beautiful soup
link to this project: https://github.com/kieutuananh/Tonga
- What i've learnt from this project:
r = r.requests(URL)
soup = beautifulsoup(r, "parser.html")
then read web structure
pull out what we need
store in a variable data
paste those code and data to the flask
built a html. interface
transfer data to page.html
run app by command line python app.py
fixed some issues