Python Simplified Courses

Python TDD Workflow - Unit Testing Code Example for Beginners

2 ratings

Learn a Python test-driven development workflow by building and testing a Caesar cipher with unit tests.

• YouTube
• 26 minutes
• Self-Paced
• Free Video

Creating a Machine Learning GUI App with Taipy and TensorFlow

1 rating

Build a stylish GUI for image classification using Taipy and TensorFlow. Learn to process images, create neural networks, and design user-friendly interfaces for machine learning applications.

• YouTube
• 31 minutes
• Self-Paced
• Free Video

Flask SQLite Web Application Step by Step Tutorial - HTML, Jinja, CSS, JavaScript, Python

1 rating

Build a grocery-list web app by connecting SQLite to Flask, adding Jinja templates and JavaScript interactions, then deploying it from an IDE.

• YouTube
• 42 minutes
• Self-Paced
• Free Video

How Twitter Bots Are Made - The Ultimate Guide for Beginners

Build a simple Twitter retweeting bot with Python and Selenium using keyword searches, quote tweets, scrolling, and automated browser interactions.

• YouTube
• 37 minutes
• Self-Paced
• Free Video

Create GUI App with Stable Diffusion, Docker, and Flask - Beginner Friendly

Learn to build a text-to-image AI app using Stable Diffusion, Docker, and Flask. Create high-res images from text prompts, explore Docker Init, CUDA, FreeU, and more in this beginner-friendly Python tutorial.

• YouTube
• 38 minutes
• Self-Paced
• Free Video

NVIDIA NIM for Beginners - Creating a Llama 3.1 Dataset Generator App

Explore NVIDIA NIM platform to create a Llama 3.1 Powered Application. Learn about microservices, APIs, and build a custom Dataset Maker App using Python, suitable for beginners and professionals alike.

• YouTube
• 19 minutes
• Self-Paced
• Free Video

Learn Docker Quickly - Machine Learning Project for Beginners

Hands-on Docker tutorial for beginners, covering containers, images, and Dockerfiles. Build a simple ML project using Huggingface Transformers and deploy to DockerHub.

• YouTube
• 26 minutes
• Self-Paced
• Free Video

Testing GUI Apps - What to Test and How to Test It - Mini Coding Course for Beginners

Learn to test a Kivy GUI app by checking its widgets, assets, and responses to valid, invalid, and malicious input.

• YouTube
• 38 minutes
• Self-Paced
• Free Video

Create GUI App with Tkinter and SQLite - Step by Step Python Tutorial for Beginners

Build a Tkinter recipe picker that connects to SQLite, randomly selects recipe tables, and displays records in a styled desktop GUI.

• YouTube
• 46 minutes
• Self-Paced
• Free Video

NumPy Operations - Ultimate Guide to Methods and Functions for Beginners

Explore NumPy array methods, functions, reshaping, axis operations, and matrix arithmetic through detailed Python examples.

• YouTube
• 28 minutes
• Self-Paced
• Free Video

Create a Simple Video Game with Pygame - Step by Step Tutorial for Python Beginners

Create a simple car game from scratch while learning Pygame graphics, images, keyboard events, animation, and progressively increasing difficulty.

• YouTube
• 29 minutes
• Self-Paced
• Free Video

Inference with Torch-TensorRT Deep Learning Prediction for Beginners - CPU vs CUDA vs TensorRT

Accelerate PyTorch image classification inference by converting ResNet50 to Torch-TensorRT and benchmarking CPU, CUDA, and TensorRT performance.

• YouTube
• 36 minutes
• Self-Paced
• Free Video

Simple Web App with Flask and Heroku - Python GUI for Beginners

Build a simple Flask greeting app with HTML, CSS, and Python, then deploy it to the web using Heroku.

• YouTube
• 25 minutes
• Self-Paced
• Free Video

Open Trivia Database for PyQt5 GUI App

Build a functional PyQt5 trivia game by connecting a JSON API, populating widgets, evaluating answers, and tracking scores.

• YouTube
• 32 minutes
• Self-Paced
• Free Video

Create GUI App with PyQt5

Use PyQt5 to build a trivia game's GUI, styling widgets, handling hover events, and switching between frames.

• YouTube
• 30 minutes
• Self-Paced
• Free Video