Alessandro Romano

Time series just got its own GPT moment. Tools like TimeGPT, Chronos, Moirai and TimesFM forecast from raw data—no feature engineering, no retraining. I’ll explain how they work, why they matter, and show simple Python examples you can run today.

This hands-on tutorial will dive into the fundamentals of building multi-agent systems using the CrewAI Python library. Starting from the basics, we’ll cover key concepts, explore advanced features, and guide you step-by-step through building a complete application from scratch.

Pandas transformed data manipulation, becoming essential for Data Scientists. It inspired similar tools, like Polars in Rust, each introducing unique DataFrames. This growth highlights the need for standardization, prompting the creation of a data consortium.

In this presentation, we'll compare Pandas and Polars - two popular Python data manipulation libraries. We'll introduce their core features and highlight differences in underlying data structure, API design, and memory management. We'll also demonstrate real-world use cases and benchmarks to...