Data Science

Bibliotecas

• Detectron

• Detectron2

• Kats

• HuggingFace

• GeoPandas

• Milvus

• Polars

• SkTime

• Tabula

• Tidyverse

• Yolo

Ferramentas

• Doccano

• Google Collab

• Jupyter Notebook

• Kaggle

Inteligência Artificial (AI)

• O que é ?

Linguagens

• Mojo

Machine Learning (ML)

• Algoritmos não supervisionados

• Aprendizado supervisionado

• Deep Learning

• Hiperparâmetros

• MLOps

• NLP (Natural Language Processing)

  • Bag of Words

  • BERT

  • Embeddings

  • Lematization

  • Stemming

  • TF-IDF

  • Word2Vec

• O que é ?

• Weka

Redes Neurais

• ANN (Artifical Neural Network)

• CNN (Convolutional Neural Network)

• FNN (Feedforward Neural Network)

• KSO (Kohonen Self Organizing)

• MNN (Modular Neural Network)

• RBF (Radial Basis Function)

• RNN (Recurrent Neural Network)