SF Python Courses

Image Recognition Using OpenAI, Streamlit and Snowflake

Discover how to build image recognition applications by combining PyTorch, OpenAI, Streamlit, and Snowflake in this practical demonstration of modern AI integration.

• YouTube
• 19 minutes
• On-Demand
• Free Video

How Dependabot Applies Advisory Databases to Python

Discover how GitHub's Dependabot leverages advisory databases to enhance Python security, including community collaboration and automated vulnerability detection processes.

• YouTube
• 18 minutes
• On-Demand
• Free Video

Automatic Photo Retouching with Python - AI-Powered Image Processing Pipeline

Discover how AI and Python revolutionize photo retouching at scale, automating 87% of image processing tasks while maintaining luxury presentation standards and delivering significant cost savings.

• YouTube
• 18 minutes
• On-Demand
• Free Video

Understanding JWT: Implementation and Security Best Practices in Python

Discover how to implement and secure JSON Web Tokens (JWT) in Python applications, covering validation techniques, authorization purposes, and best practices for safer implementation.

• YouTube
• 17 minutes
• On-Demand
• Free Video

A Journey from Back to Front - Python and Svelte in the Browser with PyScript

Explore the evolution of full-stack development through Python-based browser technologies, featuring practical insights on integrating Svelte, PyScript, and Pyodide for modern web applications.

• YouTube
• 41 minutes
• On-Demand
• Free Video

OpenID Connect Login Integration for Enterprise Django Applications

Master OpenID Connect implementation for Django apps to enable secure enterprise authentication and social login integration while following industry standards.

• YouTube
• 19 minutes
• On-Demand
• Free Video

Using AI to Entice Employees to Python - Strategies for Teaching Programming Through AI

Discover how to leverage AI's appeal to introduce coding to non-technical employees, using practical strategies and real-world examples that make Python programming accessible and engaging for diverse skill levels.

• YouTube
• 12 minutes
• On-Demand
• Free Video

Thinking of Topic Modeling as Search in Real-time Applications

Explore how treating topic modeling as a search problem can enhance real-time applications and overcome common challenges in document classification and clustering.

• YouTube
• 13 minutes
• On-Demand
• Free Video

Using and Abusing Python's Logging Module for More Readable Logs

Dive into advanced techniques and unconventional approaches for enhancing Python log readability, featuring real-world production examples and their long-term impact.

• YouTube
• 11 minutes
• On-Demand
• Free Video

Using and Abusing Python's Logging Module for More Readable Logs

Discover unconventional yet practical techniques for enhancing Python's logging module, drawing from real production experiences to improve log readability and effectiveness.

• YouTube
• 11 minutes
• On-Demand
• Free Video

13 Fun Facts About Python's Return Statement for Savvy Programmers

Discover fascinating insights about Python's return statement, from basic usage to advanced techniques like returning functions and handling edge cases in function execution.

• YouTube
• 19 minutes
• On-Demand
• Free Video

Architecting Native Python Extension Modules - Best Practices and Trade-offs

Discover best practices for building high-performance Python extension modules in C, C++, and Rust, focusing on architecture decisions that balance speed, usability, and maintainability.

• YouTube
• 10 minutes
• On-Demand
• Free Video

Scale Data Science Using Pandas API on Spark

Discover how to scale data science workflows using Pandas API on Spark, enabling efficient processing of large datasets while maintaining familiar pandas functionality and optimized performance.

• YouTube
• 27 minutes
• On-Demand
• Free Video

Shiny - Creating Data-Centric Web Applications in Python

Discover how to build data dashboards and interactive visualizations using Shiny for Python - a framework that eliminates the need for HTML, CSS, and JavaScript while leveraging Transparent Reactive Programming concepts.

• YouTube
• 25 minutes
• On-Demand
• Free Video

Design Patterns for Data Pipelines Beyond ETL

Discover essential design patterns for managing complex data pipelines in Python, focusing on advanced transformation techniques and Django integration for robust ETL workflows.

• YouTube
• 42 minutes
• On-Demand
• Free Video