BiTCN: Multivariate Time Series Forecasting with Convolutional Networks

BiTCN: Multivariate Time Series Forecasting with Convolutional Networks. Discover the BiTCN model for multivariate time series forecasting, explore its architecture, and implement it in Python..

Top Important Computer Vision Papers for the Week from 22/04 to 28/04

Every week, several top-tier academic conferences and journals showcased innovative research in computer vision, presenting exciting breakthroughs in various subfields such as image recognition…

My First Billion (of Rows) in DuckDB

The fields of AI, Data Science, and Data Engineering are progressing at full steam. Every day new tools, new paradigms, and new architectures are created, always trying to solve the problems of the…

Understand SQL Window Functions Once and For All

Window functions are key to writing SQL code that is both efficient and easy to understand. Knowing how they work and when to use them will unlock new ways of solving your reporting problems. The…

Sinfully Simple GPT-4 Prompting For Stunning Streamlit Interactive Maps

Python Streamlit mapping code generation from NASA GIS data. “Sinfully Simple GPT-4 Prompting For Stunning Streamlit Interactive Maps” is published by John Loewen, PhD in Towards AI.

How to Use Re-Ranking for Better LLM RAG Retrieval

Retrieval Augmented Generation (RAG) can be improved with a re-ranker component. This article builds an LLM RAG chatbot with a two-step retrieval.

Data Science Unicorns, RAG Pipelines, a New Coefficient of Correlation, and Other April Must-Reads

Some months, our community appears to be drawn to a very tight cluster of topics: a new model or tool pops up, and everyone’s attention zooms in on the latest, buzziest news. Other times, readers…

Exploring HENet: Forcing a Network to Think More for Font Recognition: A Brief Overview

How to identify the font of the text in an image? For one comes from the image processing background may say: Template Matching. Others who don't mind moving one step further may consider…

Learn AI Together — Towards AI Community Newsletter #22

Good morning, AI enthusiasts! There’s been a lot of exciting stuff happening in ‘real-world AI’ in the last few weeks. The last few weeks have seen a massive increase in the number of open source…

Data Science Case Study — Credit Default Prediction: Part 1

In financial institutions, credit default occurs when a borrower fails to fulfill their debt obligations, leading to a breach of the loan agreement. It represents the risk that a borrower will…