Python Simplified Courses

Python TDD Workflow - Unit Testing Code Example for Beginners

2 ratings

Learn Test-Driven Development in Python by implementing Caesar's Cipher. Practice unit testing, follow TDD principles, and participate in a coding challenge to reinforce your new skills.

• 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 Flask web app with SQLite, HTML, CSS, and JavaScript. Learn database integration, templating, styling, and client-side interactions. Deploy your app to production using Wayscript.

• YouTube
• 42 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

Building a Stock Prediction Dashboard with Taipy, Machine Learning, and Data Visualization

Master building a data science dashboard that predicts stock values using Taipy, incorporating multiple algorithms like Linear Regression, KNN, and RNN to analyze S&P 500 data and visualize future market trends.

• YouTube
• 1 hour 16 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

Ultimate Guide to Polars - Python Data Science Library for High-Performance Analytics

Master high-performance data analysis with Polars, exploring GPU acceleration, lazy evaluation, and advanced querying techniques for processing massive datasets efficiently in Python.

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

Create Your Own Python Library and Publish It on PyPI - Step by Step Tutorial

Master the process of creating and publishing your own Python library on PyPI, from setting up project files to deploying modules that others can easily install and import using pip.

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

Python PostgreSQL Flask GUI App - Build and Publish with Live Database

Build a complete Flask web app with PostgreSQL database from scratch to deployment in just 20 minutes, creating dynamic user profiles and publishing live online.

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

Computer Science Concepts - Programming, Machine Learning, and Software Development Fundamentals

Discover fundamental programming concepts from OOP and recursion to machine learning, cloud computing, and API development through practical Python examples.

• YouTube
• 6 hours 24 minutes
• Self-Paced
• Free Video

Data Science Simplified - Pandas, NumPy, Matplotlib, Machine Learning, and Database Tutorials

Discover essential data science tools including Pandas, NumPy, Matplotlib, SQL, and machine learning through hands-on tutorials and real-world projects.

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

Learn Python Programming Step by Step

Discover Python programming fundamentals through hands-on tutorials covering installation, syntax, data types, functions, OOP, and NumPy for complete beginners.

• YouTube
• 7 hours 47 minutes
• Self-Paced
• Free Video

Object Oriented Programming with Python - Classes, Objects, and Practical Applications

Discover classes, objects, inheritance, and unit testing through visual examples with OpenCV, Pygame, and TDD workflows to master Python's object-oriented paradigm.

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

Simple Machine Learning Code Tutorial for Beginners with Sklearn

Master practical machine learning with Scikit-Learn through a step-by-step tutorial covering data loading, model training, optimization techniques, and evaluation metrics using the California Housing dataset.

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