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KhoaDauTay / learn-python

  • суббота, 8 августа 2020 г. в 00:24:03
https://github.com/KhoaDauTay/learn-python

Python



The Complete Python Masterclass: Learn Python From Scratch - July 2020

Journal for Learning Course: The Complete Python Masterclass: Learn Python From Scratch https://www.udemy.com/course/python-masterclass-course/

Description

  • Learn the latest version of Python i.e Python 3
  • Understand & learn each and every Python concept.
  • Learn how to automate social media posts using Selenium
  • Make Web-Applications using Python.
  • Make GUI based Applications in Python using Tkinter
  • Learn how to make full-stack web apps using Python and Django
  • Learn how to process images & videos using OpenCV
  • Learn how to make your own web-scraping tool using Python
  • Build database oriented desktop apps with Python, PostgreSQL & Tkinter.
  • Understand all Django concepts
  • Understand all Flask Concepts
  • Learn how to perform data analysis using Python
  • Learn object oriented programming in Python

Planning

  • Expected Time : 96.05 Hours
  • Expected finish day : 04/08/2020

Day 0 (15/07/2020)

  • Setup project skeleton

Day 1 (16/07/2020)

Today's progress

  • Learn overview the course , what the lesson will you learn in course ? (Section 1)
  • Learn about basic Python (Section 2)
    • Install Python and IDE Pycharm
    • Run python program the first time
    • Learn some other mathematical operations in Python
    • Learn string , variables in python
    • Learn I/O in python program
  • Learn Control Structures In Python (Section 3)
    • Learn if/else statement python
    • List in python
    • Range funciton
    • For Loop and While Loop
    • Boolean logic in Python

Thoughts

  • Have an overview of the course, what is learned from the course, what the project will do
  • Planning Course , extimated Time for learn
  • Python has many variations, also known as ways of writing code. We should learn a standard for writing python code, also known as Clean Code Python, which helps me to develop my work.

Links to work

Day 2 (17/7/2020)

Today's progress

  • Learn functions and modules in Python (Section 4)
    • Returning a value from a function
    • Passing functional arguments to functions
    • Modules in Python
  • Learn Exception Handling & File Handling In Python (Section 5)
    • Errors and Exceptions:
    • Exceptions
    • The try statement works as follows
    • File handling in python
    • The open Function
    • Syntax
  • Learn Some more types in python (Section 6)
    • Dictionaries in Python
    • Updating Dictionary
    • Delete Dictionary Elements
    • Built-in Dictionary Functions & Methods
    • Tuples in Python
    • Accessing Values in Tuples

Thoughts

Links to work

Day 3 (18/7/2020)

Today's progress

  • Learn Functional Programming in Python (Section 7)
    • Functional programming in python
    • Lambdas in Python
    • The map() Function
    • Filtering
  • Learn Object Oriented Programming In Python

Thoughts

Links to work

Day 4 (19/7/2020)

Today's progress

  • Learn Object Oriented Programming In Python(Section 8)
    • OOP Terminology
    • Recursion In Python
    • Recursive Functions in Python
    • Sets in Python
    • Operator overloading
  • Learn Regular expressions in Python
    • Pattern syntax used in RegEx Python
    • Match object
    • Use the prefix r before RegEx
  • Learn Create GUI Apps In Python Using Tkinter
    • Import the Tkinter module.
    • Create the GUI application main window.
    • Add one or more of the above-mentioned widgets to the GUI application.
    • Enter the main event loop to take action against each event triggered by the user.

Thoughts

  • Section 8 focuses on knowledge and abstract thinking in OOP programming
  • Get a better understanding of RegEx
  • Once done with the basics, we know learn the Tkinter library which allows us to create desktop based applications with Python. We learn how to create GUI apps using Tkinter & Python and also build a fully functional Desktop app i.e a calculator.

Links to work

Day 5 (20/7/2020)

Today's progress

  • Build app for section 11 (Section 11)
  • Learn about Database , PostgreSQL in Python (Section 12)
    • Install PostgreSQL
    • CRUD in SQLshell with PostgreSQL
    • Python code with PostgreSQL

Thoughts

Links to work

Day 6 (21/7/2020)

Today's progress

  • Learn data analysis using python (Section 13)
    • Learn Series and DataFrame
    • Learn Insert, Delete, Sort in DataFrame and Series
    • Sum, Min, Max values in Pandas
    • Drawing graphs by Matplotlib

Thoughts

  • Analyze requirements
  • See how data is analyzed
  • Giving standard data

Links to work

Day 7 (22/7/2020)

Today's progress

  • Learn data analysis using python apply for Data Sales (Section 13)
    • Data Requirement Gathering
    • Data Collection
    • Data Cleaning
    • Data Analysis
    • Data Interpretation
    • Data Visualization
  • Learn Make Web Applications In Python Using Django (Section 14)
    • Install django with env
    • Create project
    • Create app
    • Overview app
    • MVC/MVT model

Thoughts

  • Need good thinking mind
  • Statistical probabilities
  • Understand requirements

Links to work

Day 8 (23/7/2020)

Today's progress

  • Learn Make Web Applications In Python Using Django Part 2(Section 14)
    • Learn views in django
    • Learn create database
    • Learn raise Error 404
    • Learn namespace url
    • Learn url pattern

Thoughts

Links to work

Day 9 (24/7/2020)

Today's progress

  • Learn Make Web Applications In Python Using Django Part 3(Section 14)
    • Learn use template
    • Learn design detail view
    • Learn use static file
    • Learn use form in Django
  • Learn Make Web Applications In Python Using Django 2.0 (Section 15)
    • Install Django==2.0
    • Create Project
    • Create app
    • MVC/MVT model web app
    • Database in Django
    • Create view list data
    • Adding data
    • Use admin panel
    • Create new urls and view
    • Connect database
    • Use template
    • Design detail view
    • Use static file
    • Use form in Django

Thoughts

Links to work

Day 10 (25/7/2020)

Today's progress

  • Learn Building REST API's with Python and Django (Section 17)
    • Learn about API, REST, Django REST framework
    • Learn create API data in Django by serializers
    • Learn create fields end point by API
    • Learn view API data

Links to work

Day 11 (26/7/2020)

Today's progress

  • Learn Building REST API's with Python and Django (Section 17)
    • Learn create imagefiled in api
    • Learn search functional api
    • Learn filter api
    • Learn api authorization

Links to work

Day 12 (27/7/2020)

Today's progress

  • Learn How To Crawl Websites Using Python : Web Crawling (Section 18)
    • Learn about urlib, scrapy
    • Learn define folder and file for save data
    • Learn code multi threads and process
    • Learn about get link in the one url

Links to work

Day 13 (28/7/2020)

Today's progress

  • Code Complex Python Challenges (Section 19)
    • Tile contractor app
    • Tax calculator
    • Text Editor
    • Product Inventory Project
    • Build a global clock which shows current local timings across the globe
    • Real time weather app

Links to work

Day 14 (3/8/2020)

Today's progress

  • Automation With Selenium Web Driver and Python(Section 20)
    • Learn installing Selenium
    • Learn opening a URL
    • Learn automating Google Search
    • Learn find Elements By XPATH
    • Learn clicking Links
    • Learn refreshing a Webpage
    • Learn using Forward and Backward Navigation Buttons
    • Learn scrolling and Getting the Current URL
  • Building A Facebook Auto Poster (Section 21)
  • Python Best Practices: Writing Clean & Efficient Python Code (Section 22)
    • Learn how to write Readable code
    • Learn Identation, Comments conventions
    • Learn Name conventions
    • Learn use Spacebar or Tab
    • Learn about Programming recommendations
  • Network Programming In Python Using Sockets : Building A Chat Application (Section 23)

Links to work