Sumários

Module 3 Time Series

2 Março 2026, 18:00 • João Rala Cordeiro

Strategies to Improve Forecasting; 
M3 Notebook 1 -  Timeseries modelling; 
Mini-Project on Timeseries – Assignment Description

Module 3: Time Series

25 Fevereiro 2026, 18:00 • João Rala Cordeiro

Transformer Models for Time Series 1 

Transformer Models for Time Series 2; 

Forecast Evaluation Methodology; 

Module 3: Time Series and Sequential Data

23 Fevereiro 2026, 18:00 • João Rala Cordeiro

Introduction to Time Series and Sequential Data; 

Temporal Modeling Challenges and Particularities; ~
Recurrent Neural Networks 

Module 2

11 Fevereiro 2026, 18:00 • João Rala Cordeiro

Environments and Tools; 
Critical Perspective and Limitations; 
M2 Notebook 1 - Implementing_DRL; 
Mini-Project on Reinforcement Leaning – Assignment Description


Module 2

9 Fevereiro 2026, 18:00 • João Rala Cordeiro

Module 2 

Introduction to Deep Reinforcement Learning 1 and 2; 

Fundamental Concepts for DL - exploration and exploitation and Function Approximation; 

Key Algorithms in Deep RL – DQN; 

Key Algorithms in Deep RL – PPO; 

Key Algorithms in Deep RL – AlphaZero