Conf42 Courses

Functor Zoo - Exploring Functional Programming Concepts

Explore various functor types in Python, from basic to advanced, including covariant, contravariant, applicative, and profunctors. Gain insights into functional programming concepts and their practical applications.

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

Next-Gen PeT: The Future of Multi-Party Computation Software - Conf42 Python 2024

Explore next-generation multi-party computation software and its applications in security, privacy, and data analysis. Learn about secret sharing, operations, and real-world implementations.

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

Decoding Algorithmic Artistry: Visual Generative AI

Explore visual generative AI, from diffusion models to future implications. Gain insights on current research, limitations, and navigating AI growth in this comprehensive overview.

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

Streaming DataFrames: A New Way to Process Streaming Data - Conf42 Python 2024

Explore streaming DataFrames as a novel approach to process real-time data, enhancing efficiency and simplifying stream processing workflows for Python developers.

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

SuperDuperDB: Bringing AI to Your Favorite Database

Explore SuperDuperDB: Integrate AI directly with databases, simplify ML production, and manage data-centric AI applications effortlessly using Python-first, open-source tools.

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

Leveraging Generative AI and Transformers in Healthcare - Anomaly Detection and Implementation

Explore AI and transformers in healthcare, focusing on anomaly detection, data annotation, and machine learning frameworks. Learn about challenges, implementations, and generative AI applications.

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

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