SF Python Courses

Ranking and Retrieval Techniques for RAG Applications with Haystack

Discover how to enhance LLM applications using retrieval and ranking techniques in Haystack, focusing on Lost in the Middle and Diversity Rankers to improve RAG pipeline performance and accuracy.

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

Understanding LangChain Agents and Tools with SMS Integration

Discover how to leverage LangChain Agents and Tools for advanced LLM applications, focusing on integration with communication APIs and practical implementation strategies.

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

Craft Complex Mock Data Using Graph-Based Configuration Files

Master the creation of complex, interconnected mock datasets using Python's graph-data-generator package through JSON configuration files for more efficient development and testing workflows.

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

Type Safe Data Validation Using Pydantic v2

Master Pydantic v2's new APIs, type system interactions, and Rust-powered internals for robust data validation in Python, including PEP 593 and PEP 695 features.

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

Embeddings - What They Are and Why They Matter

Discover how embeddings work in machine learning, from basic concepts to practical applications in semantic search and content relationships, with hands-on examples and implementation techniques.

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

Programming Your Computer With Python - Local Computing Solutions

Discover how to harness Python for desktop automation and local computing tasks, moving beyond web and cloud applications to enhance your daily computer interactions and workflow efficiency.

• YouTube
• 36 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

Python-based Web Applications for Modern Astronomy and Exoplanet Research

Discover how Python-powered web applications revolutionize exoplanet research, featuring Filtergraph's visualization tools and their impact on NASA missions and astronomical discoveries.

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

Python Type Hints - 5 Ways to Supercharge Your Code

Discover how Python Type Hints enhance code quality through 5 powerful techniques, from basic foundations to advanced patterns and best practices for safer, more maintainable applications.

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

Beyond Conventional - Embracing Python and LLMs for Quality Assurance

Discover how to revolutionize quality assurance by combining Python with LLMs, implementing proactive monitoring, enhancing test coverage, and creating dynamic documentation for improved software testing.

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

Pants Build System: A Python Development and Deployment Tool Like Cargo

Discover how Pants build system revolutionizes Python development by automating dependency management, testing, and deployment - similar to Rust's Cargo, enabling efficient handling of large codebases and microservices.

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

Python in Hardware and Embedded Systems - A Deep Dive

Discover how Python revolutionizes embedded systems development, from MicroPython to robotics applications, exploring hardware interfaces, sensor integration, and real-world implementations in drones and wearables.

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

Processing and Storing Time Series Instrument Data with Pandas and PySpark

Master data processing techniques for handling large-scale time series instrument data using pandas and PySpark, focusing on efficient solutions for scientific and laboratory information management challenges.

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