Applied Python: Building Projects with Python Programming

Discover how CSV files, as plain text with comma separated values, open in Notepad or Excel. Learn to analyze and visualize CSV data using Python libraries like pandas and matplotlib.

Generate fifty rows and four columns of random floating point values using Python, save them to a CSV file with headers, then read and display the data from the file.

Learn to work with pickle files in Python by serializing data to a binary file and loading it back as Python objects.

Create a dictionary, open a pickle file in write mode with Python, dump it, then load and realize the data back in a Jupyter notebook.

Learn that json stands for JavaScript object notation and how json files differ from pickle files; store data in json format with a .json extension using key-value pairs.

learn how to create, write, and load JSON data in Python by using the JSON module, dump and load functions, and a sample college dictionary.

Discover how to manage pdfs in python using the pdf toolkit library to extract information, merge pages, and encrypt or decrypt files via pip install and import.

Install the pdf library with pip, import it, open a pdf, get a page, print the page count, extract text, and close the file.

Define an employee class as a blueprint and instantiate multiple employee objects using the class keyword, creating data for employees with object oriented concepts.

Create a Python employee class with an init method, define self attributes name, position, salary, and provide display count and display details methods for multiple instances.

Learn to build a digital clock in Python using the time module and a GUI library to display the current date and time in a label inside a window.

Build a real digital clock app in Python using tkinter, displaying current time with a label updated every 80 milliseconds and launched via the main loop.

Build a three-level guessing numbers game in Python, implementing functions for getting numbers, easy/medium/hard level logic, and for try again, welcome, and result, using user input of level and guess.

Learn to build a Python guessing game with the random module, featuring easy, medium, and hard levels, using a main guessing_game function and level-specific functions that set limits.

Create a Python music app by building an audio loader and full music player with pygame for sound and tkinter for the graphical user interface, demonstrated practically.

Learn to use the pygame library in Python to load, play, and stop an audio file by initializing the mixer, loading music, and controlling playback as background music.

Create a full Python music player using pygame and Tkinter with load, play, pause, and stop controls, loading files via a dialog and playing through the mixer.

Learn to build a full video player in Python using the cv2 open source library, including installation and importing cv2 for hands-on setup in the next lesson.

Learn to build a simple video player in python using the Civita cv2 library by opening a video file, reading and displaying frames, then releasing resources.

Create a database using a lightweight Python library (sqlite3) and load a CSV with pandas, then populate the database with the CSV data.

Learn to build a SQLite database from a csv file using pandas to load the data, create a SQLite connection, insert the data, and close the connection.