Complete Python with AI Skills to Get Your Dream IT Job
Master Python for Data Science, AI, Machine Learning, Web Development, Game Development, Cybersecurity, and GUI!
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Course Curriculum
Promo Video
Course Overview
What is a computer language-Python
Types of programming languages
What is object oriented programming
Programming applications examples
Programmer vs. developer
Introduction to Python - History of Python
Importance of Python
What Can I Build Using Python
How to succeed as a Python developer
Quiz 1
Lab Design
Introduction to Software Tools
Installation of Python on Windows
Installation of PyCharm on Windows
Installation of Python on Linux
Installation of PyCharm on Linux
Online Python Practice Tool
Quiz 2
Python Programming using Notepad
Introduction to IDE
Python's Syntax and Structure
Basic Input and Output Operations
Code Comments and Documentation
Code Errors and Debugging Basics
Python Style Guide (PEP 8) Overview
Navigating Python’s Interactive Shell
Introduction to Pseudocode
Quiz 3
Introduction to Variables
Introduction to Constants
Naming Conventions
Assigning Multiple Values to Variables
Memory Management for Variables
Displaying and Formatting Variable Output
Basic Mathematical Operations
Exercise- Personal Budget Calculator
Global vs. Local Variables
Exercise- Temperature Conversion Program
Quiz 4
Understanding Built-in Data Types in Python
Getting the Data Type of a Variable
Type Conversion and Casting Between Data Types
Exercise - Weekly Meal Planner
Introduction to Strings
String Slicing Techniques
Exercise - Personalized Email Generator
Using Escape Characters in Strings
Exercise- Text Censoring Tool
Searching and Replacing Substrings in Strings
String Manipulation Using Regular Expressions
Quiz 5
Intoduction to Flowcharts
Introduction to Operators
Assignment Operators
Conditional Statement (if-else)
Comparison Operators
Exercise - Password Strength Checker
Logical Operators
Exercise - Shopping List Finder
Identity Operators
Membership Operators
Ternary Operator
Exercise - Attendance Status Checker
Quiz 6
Introduction to ChatGPT in Python
Generating Python Programs with ChatGPT
Debugging and Improving Code with ChatGPT
Quiz 7
Introduction to Conditional Statements
if-elif-else Ladder Statements
Exercise - Restaurant Menu Selector
Nested Conditional Statements
Exercise - Movie Ticket Price Checker
Quiz 8
Introduction to Loops (for & while)
Exercise - Daily Task Reminder
Loop Control Statements
Exercise - Guest Check-In System
zip() Function for Iteration
Introduction to Nested Loops
Exercise - Fun with Patterns
Quiz 9
Introduction to Functions
Exercise - Welcome Message Function
Function Parameters and Arguments
Return Statement
Anonymous or Lambda Functions
Exercise - Smart Price Handler
Quiz 10
Introduction to Lists
Introduction to List Slicing
Lists with Loops
Exercise Recent Purchase History
Sorting and Reversing Lists
Nested Lists
Copying Lists Shallow vs. Deep Copy
Exercise Team Rosters Management
Quiz 11
Introduction to Tuples
Tuple Methods Count and Index
Nested Tuples
Exercise- RGB Color Picker
Concatenating and Repeating Tuples
Quiz 12
Introduction to Sets
Exercise Social Media Hashtag Organizer
Frozen Sets
Subset and Superset Operations in Sets
Exercise- Course Prerequisites Checker
Quiz 13
Introduction to Dictionaries
Exercise- Personalized Playlist Manager
Nested Dictionaries
Merging Dictionaries
Exercise- Leaderboard Game
Quiz 14
Introduction to Arrays
Slicing Arrays
Types of Arrays
Quiz 15
Introduction to Object-Oriented Programming
Constructor and Destructor
Access Modifiers & OOP Principles
Introduction to Encapsulation
Getters and Setters
Quiz 16
Introduction to Inheritance
Types of Inheritance
Introduction to Polymorphism
Types of Polymorphism
Exercise- Online Shopping Cart
Introduction to Abstraction
Quiz 17
Introduction Errors and Exceptions
Types of Errors and Exceptions
Introduction to Try and Except
Exercise- Bank Withdrawal System
Quiz 18
Introduction to File Handling
Basic File Operations
Handling File Errors and Exceptions
Reading and Writing Comma-Separated Values (CSV)
Navigating the Filesystem
Exercise- Document Finder
Quiz 19
Introduction to NumPy
Working with Array Elements
Data Analysis with NumPy
Reshaping and Combining Arrays
Exercise- Food Nutrition Analysis
Quiz 20
Random Number Generation in NumPy
Introduction to Data Distributions in NumPy
Permuted Sequences
Matplotlib Library
Seaborn Visualization Library
Chi Square
Exercise- Lottery Number Generator
Exercise- Population Growth in Ecosystem
Exercise- Predicting Equipment Failure
Quiz 21
Introduction to the Pandas
Basic Functions in Pandas
Handling JSON Data in Pandas
Pandas JSON Functions
Preparing Clean Data for Analysis in Pandas
Quiz 22
Introduction to HTML and CSS
Basic HTML Page Structure
HTML Elements and Tags (Part 1)
HTML Elements and Tags (Part 2)
Introduction to CSS
CSS Selectors and Properties
Exercise- Develop a Resume Page
Introduction to JavaScript
Using JavaScript in an HTML
JavaScript Syntax and Variables
JavaScript Operators
JavaScript Conditional Statements
JavaScript Functions
JavaScript Loops
JavaScript Interactions with HTML Part 1
JavaScript Interactions with HTML Part 2
Introduction to AJAX
AJAX Sending and Receiving Data
Quiz 23
Introduction to Bootstrap
Setting Up Bootstrap in Your Project
Bootstrap Grid System
Typography and Utilities
Buttons in Bootstrap
Form Components in Bootstrap
Navigation Components in Bootstrap
Layouts with Cards in Bootstrap
Layouts with Modals in Bootstrap
JavaScript in Bootstrap
Introduction to Tkinter
Understanding Tkinter Widget Functions
Organizing Widgets with Layout Managers (Part 1)
Organizing Widgets with Layout Managers (Part 2)
Creating Multi-Window Applications
Quiz 24
Introduction to Databases
Types of Databases
Setting Up MySQL for Python Projects
Tkinter and MySQL Data Flow
Quiz 25
Introduction to Django Framework
Setting Up a Django Project
Build Your First Django Web Page with MVT
Admin Interface in Django
Exercise- Building a Basic Blog Website (Part 1)
Exercise- Building a Basic Blog Website (Part 2)
Quiz 26
Introduction to rest APIs
Setting Up the project environment
Introduction to HTTP GET
Introduction to Postman for API Testing
Installation of Postman
Introduction to HTTP POST
Introduction to HTTP PUT
Introduction to HTTP PATCH
Introduction to Git
Introduction to Github and Gitlab
Git Workflow
Setup of GitHub Account
Installation of Git
Basic Git Commands
Using Gitnore for Clean Projects
Forking Projects and Pull Requests
Collaborating with Teams on Github
Introduction to Flask
Setting Up a Flask Project
Handling Routes
Requests and Responses
Introduction to Jinja2
Creating Templates with Jinja2
Database Integration and Migrations
Connecting Flask to Database and Displaying Records
Quiz 27
Introduction to Web Scraping
Setting Up Web Scraping
Web Scraping Functions
Extracting Text, Links, and Images from Web Pages
Introduction to APIs
Handling API Authentication
Quiz 28
Introduction to Software Testing & QA
Types of Software Testing
Introduction to unit test Framework
Assertions in unittest
Organizing & Structuring Test Suites
Parameterized & Data-Driven Testing
Test-Driven Development (TDD) in Python
Introduction to pytest Framework
Mocking & Patching in Tests
Introduction to Artificial Intelligence
History and Applications of AI
Types of Artificial Intelligence
Introduction to Machine Learning (ML)
Classification and Regression Models
Basic Libraries for AI
Exercise- Training a Model to Predict Pass or Fail
Introduction to Natural Language Processing (NLP)
AI Model Evaluation
Exercise- ChatBot
Quiz 29
Introduction to Deep Learning
Neural Networks and Neurons
Setting Up TensorFlow and Keras
Types of Neural Networks
Datasets for Deep Learning
Designing a Dense Neural Network
Quiz 30
Introduction to Data Science
Setting Up Python for Data Science
Creating Basic Visualizations with Matplotlib
Advanced Plotting with Seaborn
Quiz 31
Introduction to Automation
Scheduling Tasks
Automating System Administration
Interacting with APIs and Monitoring API Status
Quiz 32
Introduction to Pygame for Game Development
Setting Up Pygame
Setting Up Game Windows
Drawing, Animation, and Sound in Games
Exercise- Creating a Snake Game
Quiz 33
Introduction to Networking
Python Networking Libraries
Creating Simple Network Scanners with Python
Socket Programming (Client & Server)
Network Troubleshooting with Python
Quiz 34
Introduction to Cloud Computing
Setting Up Cloud Environments and Accounts
Python Libraries for Cloud Interactions
Controlling and Maintaining Cloud Repository
Deploying Simple Python Application on the Cloud
Quiz 35
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Introduction to Blockchain Technology
Setting Up a Development Environment for Blockchain
Basic Python Libraries for Blockchain Development
Creating a Simple Blockchain Using Python
Quiz 36
Introduction to Cryptography
Setting Up a Development Environment for Cryptography
Important Python Libraries for Cryptography
Uses of Encoding, Encryption, and Hashing in Python Security
Quiz 37
Introduction to Cybersecurity
Setting Up Python for Cybersecurity
Important Python Libraries for Cybersecurity
Checking System Logs to Find Hacker Activity
Quiz 38
Introduction to Ethical Hacking
Attack Vectors and Exploits
Brute Force Attacks
Introduction to Web Application Security Testing
Quiz 39
Python Job Market and Career Pathways
Building a Strong Python Portfolio
Creating a GitHub Portfolio
Writing Clean, Well-Documented Code for Your Portfolio
Expanding Your Skills - Exposure to Other Technologies
Degrees vs IT Certifications Python Jobs
Join Python Communities and Forums
Quiz 40
Resume Design, Formatting & Best Practices
Avoiding Common Resume Mistakes-Grammar & Clarity
Writing a Strong Objective & Professional Summary
How to Write an Effective Cover Letter
Supporting Your Resume - Validating Skills & Experience
Enhancing Your Resume with Volunteer & Community Work
Quiz 41
Interview Format
Types of interview questions (technical, behavioral, scenario-based)
Practice practice and practice
Tell me about yourself
Answering the Big 3 Interview Questions with Confidence
Talk about numbers
Storytelling and Know the names
Do not make up an answer
Examples of Python interview questions and answers
Be Precise
Quiz 42
Best Job Portals for Python Developers
Working with Recruiters & Headhunters
Networking & Python-Specific Job Boards
The Shortlisting Process
Python Technical Assessments & Coding Challenges
Quiz 43
What to Expect in Your First Python Job - Daily Tasks & Best Practices
Leveling Up-How to Grow as a Python Developer in IT
Career Growth Strategies-Moving from Junior to Senior Python Roles
Essential Tools & Workflows for Python Developers in Real-World Projects
Freelancing, Side Projects & Entrepreneurship with Python
Conclusion by Imran
Quiz 44
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