Machine Learning

Εργαστήριο

04. Feature selection

01 Feature Selection.ipynb

02 PCA.ipynb

03.PCA_applications.ipynb

06. Hyperparameter Optimization - Model Selection

FineTuningTechniques.ipynb

ModelSelection.ipynb

07. Text

01. Text Mining Intro.ipynb

02. Word_Embeddings_Intro.pdf

03. Word Embeddings (Word2Vec).ipynb

Feature Extraction I - Text.ipynb

mydoc.txt

08. Image

01. Classic CV - Feature Extraction II - Image.ipynb

02. Εισαγωγή στη Βαθιά Μάθηση και TF2 - Συνελικτικά δίκτυα.ipynb

03. CIFAR 100, Transfer Learning, Βελτιστοποίηση.ipynb

01.1 Python Jupyter Notebooks.pdf

01.2 Intro Notebooks.pdf

02.Classification.pdf

03.Clustering.pdf

05. Regularization.pdf