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

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

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

Deploy Web App Like a PRO! Step by Step Tutorial for Beginners

Master the process of building and deploying a web app using Flask, Docker Swarm, and VPS hosting with zero downtime updates. Learn to customize templates, set up production servers, and manage secure deployments.

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

Build AI Chat App with Memory - Docker Powered Full Stack Python Project

Build a complete AI assistant with memory using Docker, Streamlit, and LangChain. Switch between local and cloud models while maintaining conversation history across sessions.

• YouTube
• 30 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

Unlock Scikit-learn GPU Powers with NVIDIA cuML - Tutorial and Benchmarks

Discover how to accelerate Scikit-learn with NVIDIA cuML GPU powers, comparing CPU vs GPU performance on large datasets with zero code changes. Learn setup on Google Colab and local systems with real-world benchmarks.

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

Linear Regression Algorithm with Code Examples - Machine Learning for Beginners

Master linear regression fundamentals through practical examples, from basic coordinate predictions to multi-feature analysis, using both mathematical calculations and Python code implementation.

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

Web Scraping with Playwright and CAPTCHA Bypass for Beginners

Master web scraping techniques using Playwright, from basic automation to advanced CAPTCHA bypassing. Learn essential commands, selectors, and tools to create undetectable bots for efficient data extraction.

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

Teach LLM Something New - LoRA Fine Tuning on Custom Data

Master LoRA fine-tuning to customize pre-trained LLMs with your own data using Hugging Face Transformers, PEFT, and Python in this hands-on coding tutorial.

• YouTube
• 24 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