Luis R. Izquierdo

5. Práctica (opcional) de series temporales con Weka

Introduction to Metaheuristics (8/9). Local search applied to the Travelling Salesman Problem

Introduction to Metaheuristics (9/9). Summary of Introduction to Metaheuristics

Introduction to Metaheuristics (7/9). Local search

Introduction to Metaheuristics (6/9). Random search

Introduction to Metaheuristics (5/9). Exploration and Exploitation. When to use metaheuristics

Introduction to Metaheuristics (4/9). Classification criteria for metaheuristics

Introduction to Metaheuristics (3/9). Exact methods, approximate methods and metaheuristics

Introduction to Metaheuristics (2/9). Combinatorial Optimization problems

Introduction to Metaheuristics (1/9)

The scheduling problem (7/7). Computation of makespan in a permutation flow shop

The scheduling problem (6/7). Different priority rules applied to a job shop problem

The scheduling problem (5/7). Different approaches to deal with scheduling problems

The scheduling problem (4/7). Performance measures and objectives

The scheduling problem (3/7). Assumptions and notation

The scheduling problem (2/7). Types of scheduling problems

The scheduling problem (1/7). Introduction

4. Introduction to time series analysis and forecasting using Machine Learning (4/4)

3. Introduction to time series analysis and forecasting using Machine Learning (3/4)

2. Introduction to time series analysis and forecasting using Machine Learning (2/4)

1. Introduction to time series analysis and forecasting using Machine Learning (1/4)

4. Introducción al análisis de series temporales con Machine Learning (4/4)

3. Introducción al análisis de series temporales con Machine Learning (3/4)

2. Introducción al análisis de series temporales con Machine Learning (2/4)

1. Introducción al análisis de series temporales con Machine Learning (1/4)

6. Regularization and model selection

6. Regularización y selección de modelos

5. Estimating test error. Validation and Cross-validation

5. Estimación del error de test. Validación y validación cruzada

4. The bias-variance tradeoff