Complete Python Developer

Udemy

Learn the skills in machine learning and web development with python to begin your professional career as a python 3 developer.

Online

₹ 699 4099

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                                    Medium of instructions
                                    English

                                    Mode of learning
                                    Self study

                                    Mode of Delivery
                                    Video and Text Based

Introduction

Course Outline
Join Our Online Classroom!
Exercise: Meet The Community
ZTM Resources

Python Introduction

What Is A Programming Language
Python Interpreter
How To Run Python Code
Note: Jumping To Developer Environment
Our First Python Program
Monthly Coding Challenges, Free Resources and Guides
Latest Version Of Python
Python 2 vs Python 3
Why So Many Languages?
Exercise: How Does Python Work?
ZTM Python Cheat Sheet
Python Developer Monthly
Endorsements On LinkedIn

Python Basics

Learning Python
Python Data Types
How To Succeed
Numbers
Math Functions
DEVELOPER FUNDAMENTALS: I
Operator Precedence
Exercise: Operator Precedence
Optional: bin() and complex
Variables
Expressions vs Statements
Augmented Assignment Operator
Strings
String Concatenation
Type Conversion
Escape Sequences
Formatted Strings
String Indexes
Immutability
Built-In Functions + Methods
Booleans
Exercise: Type Conversion
DEVELOPER FUNDAMENTALS: II
Exercise: Password Checker
Lists
List Slicing
Matrix
List Methods
List Methods 2
List Methods 3
Common List Patterns
List Unpacking
None
Dictionaries
DEVELOPER FUNDAMENTALS: III
Dictionary Keys
Dictionary Methods
Dictionary Methods 2
Tuples
Tuples 2
Sets
Sets 2

Python Basics II

Breaking The Flow
Conditional Logic
Indentation In Python
Truthy vs Falsey
Ternary Operator
Short Circuiting
Logical Operators
Exercise: Logical Operators
is vs ==
For Loops
Iterables
Exercise: Tricky Counter
range()
enumerate()
While Loops
While Loops 2
break, continue, pass
Our First GUI
DEVELOPER FUNDAMENTALS: IV
Exercise: Find Duplicates
Functions
Parameters and Arguments
Default Parameters and Keyword Arguments
return
Exercise: Tesla
Methods vs Functions
Docstrings
Clean Code
*args and **kwargs
Exercise: Functions
Walrus Operator
Scope
Scope Rules
global Keyword
nonlocal Keyword
Why Do We Need Scope?
Python Exam: Testing Your Understanding

Developer Environment

MAC - Python Install
WINDOWS - Python Install
WINDOWS - Get Terminal
LINUX - Python Install
Python Developer Tools
Sublime Text
Resources: Customizing Sublime Text 3
Quick Note: Upcoming Video
Optional: Terminal Commands
iTerm Setup
Using the Command Line/Terminal
Visual Studio Code
PyCharm
Code Formatting - PEP 8
Quick Note: Jupyter Notebooks
Jupyter Notebooks
Section Review

Advanced Python: Object Oriented Programing

Note on Upcoming Sections
What Is OOP?
What is OOP? Part 2
Creating Our Own Objects
Attributes and Methods
__init__
Exercise: Cats Everywhere
@classmethod and @staticmethod
Reviewing What We Know So Far
DEVELOPER FUNDAMENTALS: V
Encapsulation
Abstraction
Private vs Public Variables
Inheritance
Inheritance 2
Polymorphism
Exercise: Pets Everywhere
super()
Object Introspection
Dunder Methods
Exercise: Extending List
Multiple Inheritance
MRO - Method Resolution Order

Advanced Python: Functional Programming

Functional Programming
What Is Functional Programming?
Pure Functions
map()
filter()
zip()
reduce()
Exercises: map, filter, zip, reduce
Lambda Expressions
Exercise: Lambda Expressions
List Comprehensions
Set and Dictionary Comprehension
Exercise: Comprehensions
We Still Have More To Go!

Advanced Python: Decorators

Decorators
Higher-Order Functions
Decorators 2
Decorators 3
Why Do We Need Decorators?
Exercise: @authenticated

Advanced Python: Error Handling

Errors in Python
Error Handling
Error Handling
Exercises: Error Handling
Error Handling 3

Advanced Python: Generators

Generators
Generators 2
Generators Performance
Under The Hood Of Generators
Exercise: Fibonacci Numbers
Python Exam: Testing Your Understanding
100 Python Exercises

Modules In Python

Modules In Python
Packages In Python
Different Ways To Import
__name__
Python Built-in Modules
Python Built-in Modules 2
Exercise: Guessing Game
Python Package Index
pip install
Virtual Environments
Useful Modules
Interesting Tidbit: Python Dictionaries
Useful Modules 2
DEVELOPER FUNDAMENTALS: VI

Debugging in Python

How To Debug Code

File I/O

Working With Files In Python
Read, Write, Append
File Paths
File IO Errors
Exercise: Translator

Regular Expressions

Regular Expressions
Regular Expressions 2
Exercises: Interactive RegEx
Regular Expressions 3
Exercise: Password Validation
Exercise: Password Validation 2

Testing in Python

Testing Introduction
Unittest
Writing Unit Test
Writing Unit Tests 2
Exercise: Testing

Career of a Python Developer

Python Careers
Endorsements On LinkedIn
Quick Note: Upcoming Video
What If I Don't Have Enough Experience?
Learning Guideline
Now What??

Scripting With Python

Section Overview
What Is Image Processing?
DEVELOPER FUNDAMENTALS: VII
Images With Python
Images With Python 2
Images With Python 3
Exercise: JPG to PNG Pokedex Converter
Quick Note: Github
Solution: JPG to PNG Pokedex Converter
OpenCV
PDFs With Python
Exercise: PDF Merger
Exercise: Watermarker
Solution: Watermarker
Sending Emails With Python
Quick Note: Google Security Updates
Sending Emails With Python 2
Sending Emails With Python 3
Password Checker Project
How Hackers Work
Password API
Quick Note: Upcoming Video
Optional: Hash Function
Password Checker
Password Checker 2
Password Checker 3
Password Checker 4
Quick Note: Twitter API Approval
Twitter API
Quick Note: Tweepy API
Our First Twitter Bot
Our First Twitter Bot 2
Our First Twitter Bot 3
Our First Twitter Bot 4
SMS With Python
SMS With Python 2
SMS With Python 3

Scraping Data With Python

Web Scraping Introduction
Web Scraping and APIs
How Googlebot Works
Our Hacker News Project
Requesting Data
BeautifulSoup Basics
Quick Note: .storylink to .titlelink
BeautifulSoup Selectors
Hacker News Project
Hacker News Project 2
Hacker News Project 3
Solution: Hacker News Project 3
What To Do Next With Scraping?

Web Development With Python

Section Overview
How Websites Work
How Websites Work 2
Building Our First Server
Setting Up Flask
Building A Flask Server
Flask Templates
Flask Static Files
Favicon
Templating Engine
URL Parameters
MIME Types
Building A Portfolio
FREE HTML Templates
Building A Portfolio 2
Building A Portfolio 3
Building A Portfolio 4
HTML Forms
Building A Portfolio 5
Building A Portfolio 6
Building A Portfolio 7
Quick Fix: newline
Quick Note About Databases
Upcoming Video
Optional: How Databases Work
Building A Portfolio 8
Building A Portfolio 9
Extra Exercise: Customize Your Portfolio

Automation/Testing

Section Overview
Selenium Introduction
Selenium Basics
Selenium Basics 2
Selenium Basics 3

Machine Learning + Data Science

Section Overview
AI/Machine Learning/Data Science
How Machine Learning Works
History Of Data
Types of Machine Learning
Machine Learning 101
Tools In Machine Learning
Data Science 1
Data Science 2
Data Science 3
Machine Learning 1
Machine Learning 2
Optional: K Nearest Neighbour
Machine Learning 3
Machine Learning 4
Quick Note: Joblib Update
Machine Learning 5
Machine Learning 6
Quick Note: Latest Version of TensorFlow
Exercise: ReallySmartBrain
My Favourite Machine Learning Resource

Where To Go from Here?

Become An Alumni
Thank You
Contribute To The Cheat Sheet!
Course Review
The Final Challenge

Extra Bits

Quick Note: Upcoming Videos
CWD: Git + Github
Github Update: Master --> Main
CWD: Git + Github 2
Contributing To Open Source
Contributing To Open Source 2
Exercise: Contribute To Open Source
Coding Challenges
Quick Note: Upcoming Videos
JTS: Learn to Learn
JTS: Start With Why
Quick Note: Next Video
My Terminal Setup
My Terminal Setup 2
AMA - 1,000 Students!!
AMA - 100,000 Students!!

Appendix: HTML Forms

Quick Note: Upcoming Videos
HTML Forms
HTML Forms 2
Submitting A Form

Bonus Section

Bonus Lecture

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Complete Python Developer

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