What is debugging? Variables, Expressions and Statements
Functions
Function calls
Type conversion functions
Math functions
Composition
Adding new functions
Definitions and uses
Flow of execution
Parameters and arguments
Variables and parameters are local
Stack diagrams
Fruitful functions and void functions
Why functions?
Importing with from
Debugging
Conditions and Recursion
Modulus operator
Boolean expressions
Logical operators
Conditional execution
Alternative execution
Chained conditionals
Nested conditionals
Recursio
Stack diagrams for recursive functions
Infinite recursion
Keyboard input
Debugging
Fruitful Functions
Return values
Incremental development
Composition
Boolean functions
More recursion
Leap of faith
Checking types
ebugging
Iteration
Multiple assignments
Updating variables
The while statement
Break
Debugging
For loop
String
A string is a sequence
Len
Traversal with a for loop
String slices
Strings are immutable
Searching
Looping and counting
String methods
The in operator
String comparison
Debugging
Lists
A list is a sequence
Lists are mutable
Traversing a list
List operations
List slices
List methods
Map, filter and reduce
Deleting elemen
Lists and strings
Objects and values
Aliasing
List arguments
Debugging
Dictionaries
Dictionary as a set of counters
Looping and dictionaries
Reverse lookup
Dictionaries and lists
Memos
Global variables
Long integers
Debugging
Tuples
Tuples are immutable
Tuple assignment
Tuples as return values
Variable-length argument tuples
Lists and tuples
Dictionaries and tuples
Comparing tuples
Sequences of sequences
Debugging
Set
Usage
Union, Difference
Available methods
Exception Handling
Introduction
Exceptions versus Syntax Errors
Raising an Exception
The AssertionError Exception
The try and except Block: Handling Exceptions
The else Clause
Files
Persistence
Reading and writing
Format operator
Filenames and paths
Catching exceptions
Databases
Writing module
Debugging
CSV
Introduction, Application and Usage
reader and writer
DictReader and DictWriter
Simple CSV processing using functional programming
Pandas
Introduction to Pandas
DataFrame Data Structure
DataFrame Indexing and Loading
Querying a DataFrame
Indexing Dataframes
Manipulating DataFrame
Database with Python
Installations
Introduction, Application and Usage
Basic Structured Query Language
CRUID operations
Basic Data Visualization
Principles of Information Visualization]
Visualizing Data Using Spreadsheets
Matplotlib
Plotly
Scatterplots
Line Plots
Bar Charts
Histograms
Plotting with Pandas
Classes and Objects
User-defined types
Attributes
Real World Example
Instances as return values
Objects are mutable
Copying
Debugging
Classes and Methods
Object-oriented features
The self
Printing objects
The init method
The __str__ method
Other special methods
Operator overloading
Type-based dispatch
Polymorphism
@staticmethod
Debugging
Callable and Non-Callable Object
Introduction
Checking callable or not
Decorators
Creating and using decorators
Inheritance
Introduction
Example
Class attributes
Private, Protected and Public
Multiple Inheritance
Class diagrams
Debugging
Data encapsulation
GIT
installing Git
status, log commit push, pull commands
Branch, Tags and Multiple remote concept and Implementation
checkout, reset, rebase, merge concept
Gitlab vs Github vs Bitbucket
Tools
Trello, Slack, Jira
Bonus
Advanced Strings, Date & Time
Python os, re, sys
GUI basics: Tkinter, Tcl/Tk
Comprehensions: List, Dictionary
CSV, Json, XML, SQLite with Python
Data Science/Visualization: pandas, matplotlib
Jupyter NoteBook
Data Streaming using Big Data Technologies like Kafka.
Final Project
As per the recommendation of students, one of the following projects will be done by the instructor themselves!
Web Scraping project (includes handling web scraping tools, proper file handling and implementation of sql)
GUI project (any desktop application e.g: calculator, data entry application
Course Outline for Django Framework
Introduction o Introducing Django
Getting Started
Installing Django
The Model-View-Controller Design Pattern
Apps Vs Project
Why Apps?
Request Lifecycle
HTTP verbs
HTTP status code
Manage.py
What is manage.py?
Available Commands
Django Views and URLconfs
Views and URLconfs
Separating Urls of different Apps
Django Views: Dynamic Content
Bootstrap
Introduction
Use CDN or Download
Grid System
Forms, Well, Panels
Modal, Dropdown, alerts, and Many more
Material Design
Django Templates
Django Templates
Introduction Jinja
For syntax
If syntax
Basic Template Tags and Filters
Inheritance (extending a base)
Templates in Views
Database
Introduction to Sqlite
Using Sqlite within Pycharm
DDL and basic DML
Using Mysql within Pycharm
Django Models
Django Models
Django Models: Basic Data Access
Meta Class
Writing different type of DML using ORM
One to One Relationship
One to Many Relationship
Many to Many Relationship
Makemigrations and migrate
The Django Admin Site
The Django Admin Site
Adding Models to Django Admin
Customizing Change Lists and Forms
Users, Groups and Permissions
Using Other packages for theme changing
Django Forms
Django Forms
Form Validation
ModelForm
Tying Forms to Views
Using django bootstrap package
Generic Views
DetailView
ListView
FormView
CreateView
UpdateView
DeleteView
User Authentication in Django
User Authentication in Django
Authentication in Web Requests
Authentication Views
Authentication Forms and Templates
Managing Users in the Admin
Customizing Authentication in Django
Django Sessions
Django Sessions
Using Sessions in Views
Using Sessions out of Views
Django Middleware And Security
Django Middleware
Available Middleware
User
Generating Non-HTML Content
Generating Non-HTML Content
Generating PDF’s
The Syndication Feed Framework
The Sitemap Framework
RESTful API
Introduction
JsonResponse
Installing
Django Rest
Serialization
Requests and Response
Using Postman
Testing
Introduction and Importance
Writing test case
JS and Frontend Development
Introduction
Vanilla Js
Event Listeners
Ajax Get Request
Ajax Post Request
Introduction to React, Vue, Angular
Introduction to NPM, bower, Webpack
Introduction to Event Driven Development
Deployment
Introduction to AWS, Google Compute, Azure, Alibaba clou
Installing gunicorn
Deployment Key (SSH Keys)
Transfering Django app to Server using GIT
CI and CD concept
Chatops concept
Final Project
News Portal Full web application with templating (Traditional approach) RestfulAPIs design for corresponding application (Modern approach/ Backend)
Jobs Portal Full web application with templating (Traditional approach) RestfulAPIs design for corresponding application (Modern approach/ Backend)
Order Management System Full web application with templating (Traditional approach) RestfulAPIs design for corresponding application (Modern approach/ Backend) (Note: among the three, only one will be done in class)
Rest Api Development using Django Rest Framework
Awesome Django GitHub Repository
Introduction
Packages List
Be updated to new available awesome packages and extension
Question About This Course ?
For more information about courses, please send inquiry then our representatives will contact you: