Petanux - Intelligence Meets Innovation

Kursinhalt
INTRODUCING MACHINE LEARNING AND 2 METHODS OF SUPERVISED LEARNING
0/1
Introduction of Machine Learning
PRESENTING ML OBSTACLES AND DIFFERENT WAYS OF ADDRESSING THEM
0/1
Problem of over/undertraining
PRESENTING NEURAL NETWORKS AND THEIR LEARNING METHODS
0/1
Neural Networks
PRESENTING KERNEL METHODS
0/1
Kernel Methods
INTRODUCES UNSUPERVISED LEARNING, ITS DIFFERENT ALGORITHMS, AND ITS PERFORMANCE EVALUATION
0/1
Unsupervised Learning
PRESENTING COMPUTATIONAL LEARNING THEORY AND MODEL EVALUATION METHODS
0/1
Model Evaluation
Grundlegendes maschinelles Lernen
Lektion

Underfitting/ Overfitting
Regularization
Cross-validation
Lab 1/ Implementing Linear/Logistic Regression
Quiz

Zurück
Weiter