Naomi Lago - Data dives and beyond

Preprocessing Unstructured Data

DATA SCIENCE

NLP

Ready for another dive? Today we’ll be exploring a vital component in building today’s powerful LLMs, playing a significant role in RAG systems.

Recognizing Handwriting Digits

DEEP LEARNING

DATA SCIENCE

Today, we will dive into deep learning once again as we construct a model capable of recognizing handwritten digits using the renowned MNIST dataset.

Vector Search with Facebook AI

NLP

VECTOR SEARCH

In today’s post, I invite you to dive with me into exploring a great tool for information retrieval, specifically vector search, using a fantastic technology by Facebook AI.

Image classification with Deep Learning made easy

COMPUTER VISION

DEEP LEARNING

Today is the day where we’ll explore the deep learning in a high level and in a more practical way - by building an image classifier from scratch.

Information Retrieval with Vector Search

VECTOR SEARCH

Let’s dive into the vector search to enhance the accuracy and efficiency of information retrieval, delivering more relevant results.

Perceptron: Fundamentals and Applications

DEEP LEARNING

DATA SCIENCE

Dive with me into the fascinating role of the Perceptron in shaping AI’s cutting-edge applications and remarkable results.

Getting geographic coordinates with Python and Google

GEOLOCATION

DATA SCIENCE

Have you wondered how to get geographic coordinates using Python and Google? In this post, I’ll show you how I solved this case with only Brazilian cities and states.

What is Natural Language Processing?

NLP

In this post I’ll be presenting an exciting subfield of AI that joins Computational Linguistics and Computer Science.

What is Data Science, after all?

DATA SCIENCE

I bet you may have heard about Data Sciece. But do you really understand what is it? In this post we’ll be exploring this field and its applications.