| Introduction to Python |
Lecture |
120 min |
Learn the basics of Python, including syntax, variables, and basic data types. This module sets the foundation for Python programming. |
| Python Data Structures |
Lecture |
120 min |
Explore core data structures in Python such as lists, tuples, dictionaries, and sets, and understand their applications. |
| Python Conditionals |
Lecture |
120 min |
Learn how to use conditional statements in Python to control the flow of your programs. Covers if, elif, and else statements. |
| Python Loops |
Lecture |
120 min |
Explore loops in Python, including for and while loops, to efficiently iterate over data and automate repetitive tasks. |
| Python Functions |
Lecture |
120 min |
Understand how to create and use functions in Python to write modular, reusable, and organized code. |
| Python Modules and Scripting |
Lecture |
120 min |
Learn how to organize code using modules and write Python scripts to automate tasks. |
| Python Fundamentals Review Lab |
Lab |
120 min |
Hands-on exercises to reinforce Python fundamentals learned in previous modules. |
| Python Object Oriented Programming |
Lecture |
120 min |
Explore object-oriented programming concepts including classes, objects, and inheritance. |
| Python Error Handling and Debugging |
Lecture |
90 min |
Learn techniques for handling errors and debugging Python code effectively. |
| Exploratory Data Analysis with Pandas |
Lecture |
120 min |
Use Pandas for data exploration, cleaning, and analysis. |
| Data Visualization with Pandas |
Lecture |
120 min |
Create informative visualizations using Python and Pandas. |
| Cleaning and Combining Data with Pandas |
Lecture |
120 min |
Learn advanced techniques for cleaning, merging, and preparing datasets using Pandas. |
| Exploring APIs with Python |
Lecture |
120 min |
Learn how to interact with APIs using Python, including sending requests and handling responses. |
| Server Development with Flask |
Lecture |
120 min |
Introduction to server-side development using Flask. |
| Flask Templates |
Lecture |
100 min |
Learn how to create dynamic web pages using Flask templates. |
| Total content |
Total |
~1680 min (~28 hours) |
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