dwelcaslu

Weld Lucas Cunha's repositories

tensorflow-without-a-phd

A crash course in six episodes for software developers who want to become machine learning practitioners.

Language:Jupyter NotebookApache-2.02 10

The sinking of the Titanic is one of the most infamous shipwrecks in history. On April 15, 1912, during her maiden voyage, the widely considered “unsinkable” RMS Titanic sank after colliding with an iceberg. Unfortunately, there weren’t enough lifeboats for everyone onboard, resulting in the death of 1502 out of 2224 passengers and crew. While there was some element of luck involved in surviving, it seems some groups of people were more likely to survive than others. In this challenge, we ask you to build a predictive model that answers the question: “what sorts of people were more likely to survive?” using passenger data (ie name, age, gender, socio-economic class, etc).

Language:Jupyter NotebookMIT1 20

Computational-Tools-for-Climate-Science-2023

Climatematch Academy is an inclusive and accessible 2-week virtual program, created in collaboration with Neuromatch Academy. We follow the motto “From Data to Action”, aiming to grow and empower the global community of climate scientists.

Language:Jupyter NotebookMIT010

D2APR--Atividade-1

Language:Jupyter NotebookMIT020

D3APL--Atividade-1

Atividade 1 - Multiclass Logistic Regression

Language:Jupyter NotebookMIT020

D3APL--Atividade-2

Nesta atividade, cada grupo (máx. de 3 integrantes) resolver um problema de reconhecimento de faces usando redes neurais. O dataset considerado é o PubFig83. O grupo deverá propor ao menos dois modelos baseados em redes neurais e comparar os resultados obtidos. Não há restrições ou exigências quanto ao tipo de rede neural, hiperparâmetros, estratégias de treinamento, etc.

Language:Jupyter NotebookMIT020