Conf42 Courses

How to Prove the Safety of Your Software

Explore software safety through SBOMs: Learn to create, analyze, and distribute software bills of materials for enhanced security and transparency in your applications.

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

S, BB, X, Y, Z, A - A Plethora of Generations in Tech - Conf42 Python 2024

Explore generational differences in tech, from Silent to Alpha. Understand myths, facts, and unique characteristics of each cohort to foster better intergenerational collaboration.

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

Balancing Speed and Accuracy in Model Development

Explore strategies for optimizing machine learning model development, balancing speed and accuracy. Learn to assess business objectives, improve data quality, and select efficient features and models.

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

Use of Python for Cutting-Edge Language Model Research

Explore Python's role in cutting-edge language model research, focusing on mechanistic interpretability, causal interventions, and practical examples using interpretability libraries.

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

Writing Python Codemods for Fun and Profit

Explore Python codemods for automated code improvements, focusing on security enhancements, resource management, and performance optimization using open-source tools and custom plugins.

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

Advanced API Design for Scalable Distributed Systems - Conf42 Python 2024

Master advanced API design techniques for scalable distributed systems, covering REST, Thrift RPC, asynchronous calls, rate limiting, and idempotency.

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

Build a Serverless WebAssembly App in Python Using Spin

Explore WebAssembly's potential in cloud computing. Learn to build serverless apps with Python and Spin, understanding WASM's benefits and its impact on cloud architecture.

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

Lessons Learned From Maintaining SDK in Python for Three Years

Explore key insights and strategies for maintaining Python SDKs, covering approaches, protocols, version management, and testing practices gained from three years of experience.

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

Retrieval Augmented Generation for AI Apps - Conf42 Python 2024

Explore Retrieval Augmented Generation for AI apps, learning to build generative AI-powered applications rapidly and efficiently.

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

Virtual-Physical Environment Manipulation System Based on ROS - Python and Three.js Integration

Explore ROS-based virtual-physical environment manipulation using Python, Three.js, and WebRTC. Learn architecture, tools, and implementation for interactive 3D visualizations and robotic control.

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

Empowering AWS DevOps with Python and Machine Learning

Optimize AWS DevOps using Python and machine learning techniques for efficient cloud infrastructure scaling and performance improvement.

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

Personalizing Your Images with AI-Powered Features - Conf42 Python 2024

Explore AI-powered image personalization techniques, from handling large image sets to implementing automated management solutions. Includes practical demo and resources for further learning.

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

Unlock the Power of LLM - Build a HuggingFace Agent

Explore LLM potential by building a HuggingFace Agent. Learn about agents, tools, and their integration. Gain hands-on experience in setup, initialization, and custom tool creation.

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

Sketching Algorithms: Making Sense of Big Data in a Single Stroke

Explore sketching algorithms for efficient big data processing, covering concepts, design principles, and practical applications using open-source tools like Apache DataSketches.

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

Apache NiFi, Kafka, RisingWave, and Iceberg for Stock Data Processing with LLM - Conf42 Python 2024

Explore stream processing with Apache NiFi, Kafka, RisingWave, and Iceberg. Learn real-time analytics, event-driven applications, and integrating stock data with LLMs in this comprehensive overview.

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