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List of discussions. Showing 100 of 513 discussions
Discussion	Started by	Last post	Replies
Lecture 17 - Ensemble Methods	Salvatore Gatto 10 Dec 2022	Salvatore Gatto 10 Dec 2022	0
Lecture 16 - Naive Bayas on Textual Documents	Salvatore Gatto 8 Dec 2022	Salvatore Gatto 8 Dec 2022	0
Lecture 14 - CNN on CIFAR10 Dataset	Salvatore Gatto 27 Nov 2022	Salvatore Gatto 27 Nov 2022	0
Lecture 14 - PCA on Iris Dataset	Salvatore Gatto 26 Nov 2022	Salvatore Gatto 26 Nov 2022	0
Lecture 12 - Titanic Dataset	Salvatore Gatto 20 Nov 2022	Salvatore Gatto 20 Nov 2022	0
L09 - Implementation of the Network on slide 15	Salvatore Gatto 19 Nov 2022	Salvatore Gatto 19 Nov 2022	0
Lesson 8 - Implementation of Delta Rule	Salvatore Gatto 30 Oct 2022	Salvatore Gatto 30 Oct 2022	0
Lesson 8 - Proof of the derivative of sigmoid function	Salvatore Gatto 30 Oct 2022	Salvatore Gatto 30 Oct 2022	0
Lesson 7 - Implementation of Perceptron Algorithm	Salvatore Gatto 28 Oct 2022	Salvatore Gatto 28 Oct 2022	0
Lecture 7 - NOT	Salvatore Gatto 26 Oct 2022	Salvatore Gatto 26 Oct 2022	0
Lesson 7 - Perceptron that implements simple Boolean functions	Salvatore Gatto 25 Oct 2022	Salvatore Gatto 26 Oct 2022	1
Lecture 5 - DT for Boolean Formulas	Salvatore Gatto 23 Oct 2022	Salvatore Gatto 23 Oct 2022	0
Lecture 6 - Comparison of decision trees used by the sklearn software with the theory seen in class.	Salvatore Gatto 23 Oct 2022	Salvatore Gatto 23 Oct 2022	0
model selection	Sahar Sheikhi 15 Jan 2023	Sahar Sheikhi 15 Jan 2023	0
Lecture 20- RecSys	Sahar Sheikhi 9 Jan 2023	Sahar Sheikhi 9 Jan 2023	0
lecture 18- clustring	Sahar Sheikhi 8 Jan 2023	Sahar Sheikhi 8 Jan 2023	0
Lecture17-StackingClassifier	Sahar Sheikhi 5 Jan 2023	Sahar Sheikhi 5 Jan 2023	0
Lecture 17- Bagging Classifier	Sahar Sheikhi 5 Jan 2023	Sahar Sheikhi 5 Jan 2023	0
Lecture 16 Naive bayes	Sahar Sheikhi 30 Dec 2022	Sahar Sheikhi 30 Dec 2022	0
Lecture 14	Sahar Sheikhi 29 Nov 2022	Sahar Sheikhi 29 Nov 2022	0
lecture 12 model selection on TITANIC dataset	Sahar Sheikhi 23 Nov 2022	Sahar Sheikhi 23 Nov 2022	0
lecture 09 backprop for multilayer NNs	Sahar Sheikhi 23 Nov 2022	Sahar Sheikhi 23 Nov 2022	0
lecture 08	Sahar Sheikhi 30 Oct 2022	Sahar Sheikhi 30 Oct 2022	0
Lecture 07 (ANN)	Sahar Sheikhi 29 Oct 2022	Sahar Sheikhi 29 Oct 2022	0
lecture 05 DTs	Sahar Sheikhi 29 Oct 2022	Sahar Sheikhi 29 Oct 2022	0
lecture 04 VC-Dimension (Axis-Aligned Rectangles)	Sahar Sheikhi 24 Oct 2022	Sahar Sheikhi 24 Oct 2022	0
ML project: "Who subscribes deposits? Analysis using a Bank Marketing Campaign"	RICCARDO CIAVOLA 17 Jun 2023	RICCARDO CIAVOLA 17 Jun 2023	0
CNN on CIFAR dataset	Riccardo Cappi 11 Jan 2023	Riccardo Cappi 11 Jan 2023	0
Lec 16 - Naive Bayes Text Classifier from scratch	Riccardo Cappi 21 Dec 2022	Riccardo Cappi 21 Dec 2022	0
Lec 14 - Word2Vec Words Similarities	Riccardo Cappi 1 Dec 2022	Riccardo Cappi 1 Dec 2022	0
Lec 13 - Bias and Variance evaluation	Riccardo Cappi 25 Nov 2022	Riccardo Cappi 25 Nov 2022	0
Lec-12 Preprocessing Titanic Dataset	Riccardo Cappi 16 Nov 2022	Riccardo Cappi 16 Nov 2022	0
Lecture 9: Back-Propagation python implementation	Riccardo Cappi 5 Nov 2022	Riccardo Cappi 5 Nov 2022	0
Lecture 8: Delta Rule python implementation	Riccardo Cappi 3 Nov 2022	Riccardo Cappi 3 Nov 2022	0
Lecture 7: Perceptron python implementation	Riccardo Cappi 27 Oct 2022	Riccardo Cappi 27 Oct 2022	0
Lecture 6: Practical comparison between ID3 and sklearn	Riccardo Cappi 25 Oct 2022	Riccardo Cappi 25 Oct 2022	0
Lecture 5: Decision Tree python implementation	Riccardo Cappi 18 Oct 2022	Riccardo Cappi 18 Oct 2022	0
Ridge Regression	Riccardo Cappi 12 Oct 2022	Riccardo Cappi 12 Oct 2022	1
Machine Learning Project : Advanced Housing Price Prediction with Feature Engineering and SHAP ...	Rana Mandal 20 Jan 2025	Rana Mandal 20 Jan 2025	0
Lecture 3 Ex 2 "Polynomial Regression using Ridge Regression"	Rana Mandal 20 Jan 2023	Rana Mandal 20 Jan 2023	0
Lecture 3 Ex 1 "hypothesis spaces for binary classification, multi-class classification and ...	Rana Mandal 20 Jan 2023	Rana Mandal 20 Jan 2023	0
lecture 16- Exercise 2	Niloufar Etehadi 30 Dec 2022	Niloufar Etehadi 30 Dec 2022	0
lecture 16- Exercise 1	Niloufar Etehadi 30 Dec 2022	Niloufar Etehadi 30 Dec 2022	0
lecture 9- Exercise1	Niloufar Etehadi 1 Dec 2022	Niloufar Etehadi 1 Dec 2022	0
lecture 8- Exercise 2	Niloufar Etehadi 1 Dec 2022	Niloufar Etehadi 1 Dec 2022	0
lecture8- Exercise 1	Niloufar Etehadi 1 Dec 2022	Niloufar Etehadi 1 Dec 2022	0
lecture7- Exercise 3	Niloufar Etehadi 1 Dec 2022	Niloufar Etehadi 1 Dec 2022	0
lecture 7-Exercise 2	Niloufar Etehadi 29 Nov 2022	Niloufar Etehadi 29 Nov 2022	0
lecture 7- Exercise 1	Niloufar Etehadi 29 Nov 2022	Niloufar Etehadi 29 Nov 2022	0
lecture 4	Niloufar Etehadi 29 Nov 2022	Niloufar Etehadi 29 Nov 2022	0
Lecture 12 range-type variable representation	NILA AKBARI 30 Nov 2022	NILA AKBARI 30 Nov 2022	0
Lecture 14 CNN	NILA AKBARI 29 Nov 2022	NILA AKBARI 29 Nov 2022	0
Lecture 14 MNIST	NILA AKBARI 29 Nov 2022	NILA AKBARI 29 Nov 2022	0
Lecture 14	NILA AKBARI 29 Nov 2022	NILA AKBARI 29 Nov 2022	0
Lecture 8, Neural Networks Exercise	NILA AKBARI 30 Oct 2022	NILA AKBARI 30 Oct 2022	0
Lecture 4, VC-Dimension of intervals	NILA AKBARI 30 Oct 2022	NILA AKBARI 30 Oct 2022	0
Lecture 7, Perceptron Implementation	NILA AKBARI 30 Oct 2022	NILA AKBARI 30 Oct 2022	0
Lecture 5 Boolean formulas ID3	NILA AKBARI 30 Oct 2022	NILA AKBARI 30 Oct 2022	0
Lecture 7, exercise	NILA AKBARI 24 Oct 2022	NILA AKBARI 24 Oct 2022	0
Lecture 16 - Naive Bayes on textual documents	Nikola Bulat 9 Jan 2023	Nikola Bulat 9 Jan 2023	0
Lecture 17 - Boosting Classifier	Nikola Bulat 8 Jan 2023	Nikola Bulat 8 Jan 2023	0
Lecture 18 - Hierarchical Clustering	Nikola Bulat 25 Dec 2022	Nikola Bulat 25 Dec 2022	0
Lecture 17 - Bagging Classifier	Nikola Bulat 23 Dec 2022	Nikola Bulat 23 Dec 2022	0
Lecture 18 - K-means, Elbow method, Silhouette coefficient	Nikola Bulat 23 Dec 2022	Nikola Bulat 23 Dec 2022	0
Lecture 17 - Stacking Classifier	Nikola Bulat 8 Dec 2022	Nikola Bulat 8 Dec 2022	0
Lecture 9 - Encoder network	NIKOLA ANDRIĆ MITROVIĆ 30 Nov 2022	NIKOLA ANDRIĆ MITROVIĆ 30 Nov 2022	0
Wine dataset - Experimenting with different models for multiclassification	Nikola Bulat 30 Nov 2022	Nikola Bulat 30 Nov 2022	0
Lecture 9 - Backprop to more than one hidden layer	NIKOLA ANDRIĆ MITROVIĆ 30 Nov 2022	NIKOLA ANDRIĆ MITROVIĆ 30 Nov 2022	0
Lecture 14 - CNN on MNIST dataset	Nikola Bulat 30 Nov 2022	Nikola Bulat 30 Nov 2022	0
Lecture 8 - Delta rule implementation	NIKOLA ANDRIĆ MITROVIĆ 28 Nov 2022	NIKOLA ANDRIĆ MITROVIĆ 28 Nov 2022	0
Lecture 14 - Autoencoders on the MNIST dataset	Nikola Bulat 25 Nov 2022	Nikola Bulat 25 Nov 2022	0
Lecture 14 - PCA on IRIS and MNIST datasets	Nikola Bulat 25 Nov 2022	Nikola Bulat 25 Nov 2022	0
Lecture 8 - Sigmoid function derivative	NIKOLA ANDRIĆ MITROVIĆ 21 Nov 2022	NIKOLA ANDRIĆ MITROVIĆ 21 Nov 2022	0
Lecture 7 - Perceptron implementation	NIKOLA ANDRIĆ MITROVIĆ 21 Nov 2022	NIKOLA ANDRIĆ MITROVIĆ 21 Nov 2022	0
Lecture 7 - Weight initialization	NIKOLA ANDRIĆ MITROVIĆ 21 Nov 2022	NIKOLA ANDRIĆ MITROVIĆ 21 Nov 2022	0
Lecture 7 - Multilayer perceptron for boolean formulas	NIKOLA ANDRIĆ MITROVIĆ 21 Nov 2022	NIKOLA ANDRIĆ MITROVIĆ 21 Nov 2022	0
Lecture 6 - ID3 vs CART	NIKOLA ANDRIĆ MITROVIĆ 19 Nov 2022	NIKOLA ANDRIĆ MITROVIĆ 19 Nov 2022	0
Lecture 12 - Churn data set	Nikola Bulat 19 Nov 2022	Nikola Bulat 19 Nov 2022	0
Lecture 10 - SVM optimization problem	Nikola Bulat 18 Nov 2022	Nikola Bulat 16 Jan 2023	2
Lecture 08 - Sigmoid derivative proof	Nikola Bulat 30 Oct 2022	Nikola Bulat 30 Oct 2022	0
Lecture 07 - Perceptron boolean functions	Nikola Bulat 29 Oct 2022	Nikola Bulat 29 Oct 2022	0
Lecture 06 - Theory and sklearn DTs comparison	Nikola Bulat 28 Oct 2022	Nikola Bulat 28 Oct 2022	0
Lecture 05 Decision Tree Boolean Formulas	NIKOLA ANDRIĆ MITROVIĆ 27 Oct 2022	NIKOLA ANDRIĆ MITROVIĆ 27 Oct 2022	0
Lecture 05 Exercise - Compute DT for Boolean formulas	Nikola Bulat 24 Oct 2022	Nikola Bulat 24 Oct 2022	0
Lecture 4: VC Dimensions	NIKOLA ANDRIĆ MITROVIĆ 21 Oct 2022	NIKOLA ANDRIĆ MITROVIĆ 21 Oct 2022	0
Lecture 3: Polynomial ridge regression	NIKOLA ANDRIĆ MITROVIĆ 16 Oct 2022	NIKOLA ANDRIĆ MITROVIĆ 16 Oct 2022	0
Lecture 03 Exercise - Consider the hypothesis spaces	Nikola Bulat 16 Oct 2022	Nikola Bulat 16 Oct 2022	0
Machine Learning Project: Rec-Sys-Basic	NICOLÒ BERTOCCO 20 Aug 2023	NICOLÒ BERTOCCO 20 Aug 2023	0
Lecture 14 - W2V on a web article	Nicolò Predenz 30 Dec 2022	Nicolò Predenz 30 Dec 2022	0
Lecture 13 - Bias and Variance evaluation	Nicolò Predenz 30 Dec 2022	Nicolò Predenz 30 Dec 2022	0
K-NN Rating Recommendation User Based	Nicolò Predenz 28 Dec 2022	Nicolò Predenz 28 Dec 2022	0
Lecture-08 Demonstration of the Sigmoid Derivative	Nicolò Predenz 30 Nov 2022	Nicolò Predenz 30 Nov 2022	0
Lecture-12 Preprocessing	Nicolò Predenz 30 Nov 2022	Nicolò Predenz 30 Nov 2022	0
Lecture07-Learning Algorithm	Nicolò Predenz 19 Nov 2022	Nicolò Predenz 19 Nov 2022	0
Lecture 4 - VC Dimension of intervals in R	NICOLÒ BERTOCCO 26 Oct 2022	NICOLÒ BERTOCCO 26 Oct 2022	0
Lecture 07 - Boolean Functions with multi-layer NN	Nicolò Predenz 24 Oct 2022	Nicolò Predenz 24 Oct 2022	0
Lecture 17 - Ensemble learning (based on wine dataset)	NATALIYA PYATERNEVA 18 Dec 2022	NATALIYA PYATERNEVA 18 Dec 2022	0
XNOR	MUTAHIR YASEEN 18 Jan 2023	MUTAHIR YASEEN 18 Jan 2023	0
Hyperbolic Tangent	MUTAHIR YASEEN 17 Jan 2023	MUTAHIR YASEEN 17 Jan 2023	0
Gradient boosting	MUTAHIR YASEEN 17 Jan 2023	MUTAHIR YASEEN 17 Jan 2023	0

Lecture 17 - Ensemble Methods

Salvatore Gatto

10 Dec 2022

Salvatore Gatto

10 Dec 2022

0

Lecture 16 - Naive Bayas on Textual Documents

Salvatore Gatto

8 Dec 2022

Salvatore Gatto

8 Dec 2022

0

Lecture 14 - CNN on CIFAR10 Dataset

Salvatore Gatto

27 Nov 2022

Salvatore Gatto

27 Nov 2022

0

Lecture 14 - PCA on Iris Dataset

Salvatore Gatto

26 Nov 2022

Salvatore Gatto

26 Nov 2022

0

Lecture 12 - Titanic Dataset

Salvatore Gatto

20 Nov 2022

Salvatore Gatto

20 Nov 2022

0

L09 - Implementation of the Network on slide 15

Salvatore Gatto

19 Nov 2022

Salvatore Gatto

19 Nov 2022

0

Lesson 8 - Implementation of Delta Rule

Salvatore Gatto

30 Oct 2022

Salvatore Gatto

30 Oct 2022

0

Lesson 8 - Proof of the derivative of sigmoid function

Salvatore Gatto

30 Oct 2022

Salvatore Gatto

30 Oct 2022

0

Lesson 7 - Implementation of Perceptron Algorithm

Salvatore Gatto

28 Oct 2022

Salvatore Gatto

28 Oct 2022

0

Lecture 7 - NOT

Salvatore Gatto

26 Oct 2022

Salvatore Gatto

26 Oct 2022

0

Lesson 7 - Perceptron that implements simple Boolean functions

Salvatore Gatto

25 Oct 2022

Salvatore Gatto

26 Oct 2022

1

Lecture 5 - DT for Boolean Formulas

Salvatore Gatto

23 Oct 2022

Salvatore Gatto

23 Oct 2022

0

Lecture 6 - Comparison of decision trees used by the sklearn software with the theory seen in class.

Salvatore Gatto

23 Oct 2022

Salvatore Gatto

23 Oct 2022

0

model selection

Sahar Sheikhi

15 Jan 2023

Sahar Sheikhi

15 Jan 2023

0

Lecture 20- RecSys

Sahar Sheikhi

9 Jan 2023

Sahar Sheikhi

9 Jan 2023

0

lecture 18- clustring

Sahar Sheikhi

8 Jan 2023

Sahar Sheikhi

8 Jan 2023

0

Lecture17-StackingClassifier

Sahar Sheikhi

5 Jan 2023

Sahar Sheikhi

5 Jan 2023

0

Lecture 17- Bagging Classifier

Sahar Sheikhi

5 Jan 2023

Sahar Sheikhi

5 Jan 2023

0

Lecture 16 Naive bayes

Sahar Sheikhi

30 Dec 2022

Sahar Sheikhi

30 Dec 2022

0

Lecture 14

Sahar Sheikhi

29 Nov 2022

Sahar Sheikhi

29 Nov 2022

0

lecture 12 model selection on TITANIC dataset

Sahar Sheikhi

23 Nov 2022

Sahar Sheikhi

23 Nov 2022

0

lecture 09 backprop for multilayer NNs

Sahar Sheikhi

23 Nov 2022

Sahar Sheikhi

23 Nov 2022

0

lecture 08

Sahar Sheikhi

30 Oct 2022

Sahar Sheikhi

30 Oct 2022

0

Lecture 07 (ANN)

Sahar Sheikhi

29 Oct 2022

Sahar Sheikhi

29 Oct 2022

0

lecture 05 DTs

Sahar Sheikhi

29 Oct 2022

Sahar Sheikhi

29 Oct 2022

0

lecture 04 VC-Dimension (Axis-Aligned Rectangles)

Sahar Sheikhi

24 Oct 2022

Sahar Sheikhi

24 Oct 2022

0

ML project: "Who subscribes deposits? Analysis using a Bank Marketing Campaign"

RICCARDO CIAVOLA

17 Jun 2023

RICCARDO CIAVOLA

17 Jun 2023

0

CNN on CIFAR dataset

Riccardo Cappi

11 Jan 2023

Riccardo Cappi

11 Jan 2023

0

Lec 16 - Naive Bayes Text Classifier from scratch

Riccardo Cappi

21 Dec 2022

Riccardo Cappi

21 Dec 2022

0

Lec 14 - Word2Vec Words Similarities

Riccardo Cappi

1 Dec 2022

Riccardo Cappi

1 Dec 2022

0

Lec 13 - Bias and Variance evaluation

Riccardo Cappi

25 Nov 2022

Riccardo Cappi

25 Nov 2022

0

Lec-12 Preprocessing Titanic Dataset

Riccardo Cappi

16 Nov 2022

Riccardo Cappi

16 Nov 2022

0

Lecture 9: Back-Propagation python implementation

Riccardo Cappi

5 Nov 2022

Riccardo Cappi

5 Nov 2022

0

Lecture 8: Delta Rule python implementation

Riccardo Cappi

3 Nov 2022

Riccardo Cappi

3 Nov 2022

0

Lecture 7: Perceptron python implementation

Riccardo Cappi

27 Oct 2022

Riccardo Cappi

27 Oct 2022

0

Lecture 6: Practical comparison between ID3 and sklearn

Riccardo Cappi

25 Oct 2022

Riccardo Cappi

25 Oct 2022

0

Lecture 5: Decision Tree python implementation

Riccardo Cappi

18 Oct 2022

Riccardo Cappi

18 Oct 2022

0

Ridge Regression

Riccardo Cappi

12 Oct 2022

Riccardo Cappi

12 Oct 2022

1

Machine Learning Project : Advanced Housing Price Prediction with Feature Engineering and SHAP ...

Rana Mandal

20 Jan 2025

Rana Mandal

20 Jan 2025

0

Lecture 3 Ex 2 "Polynomial Regression using Ridge Regression"

Rana Mandal

20 Jan 2023

Rana Mandal

20 Jan 2023

0

Lecture 3 Ex 1 "hypothesis spaces for binary classification, multi-class classification and ...

Rana Mandal

20 Jan 2023

Rana Mandal

20 Jan 2023

0

lecture 16- Exercise 2

Niloufar Etehadi

30 Dec 2022

Niloufar Etehadi

30 Dec 2022

0

lecture 16- Exercise 1

Niloufar Etehadi

30 Dec 2022

Niloufar Etehadi

30 Dec 2022

0

lecture 9- Exercise1

Niloufar Etehadi

1 Dec 2022

Niloufar Etehadi

1 Dec 2022

0

lecture 8- Exercise 2

Niloufar Etehadi

1 Dec 2022

Niloufar Etehadi

1 Dec 2022

0

lecture8- Exercise 1

Niloufar Etehadi

1 Dec 2022

Niloufar Etehadi

1 Dec 2022

0

lecture7- Exercise 3

Niloufar Etehadi

1 Dec 2022

Niloufar Etehadi

1 Dec 2022

0

lecture 7-Exercise 2

Niloufar Etehadi

29 Nov 2022

Niloufar Etehadi

29 Nov 2022

0

lecture 7- Exercise 1

Niloufar Etehadi

29 Nov 2022

Niloufar Etehadi

29 Nov 2022

0

lecture 4

Niloufar Etehadi

29 Nov 2022

Niloufar Etehadi

29 Nov 2022

0

Lecture 12 range-type variable representation

NILA AKBARI

30 Nov 2022

NILA AKBARI

30 Nov 2022

0

Lecture 14 CNN

NILA AKBARI

29 Nov 2022

NILA AKBARI

29 Nov 2022

0

Lecture 14 MNIST

NILA AKBARI

29 Nov 2022

NILA AKBARI

29 Nov 2022

0

Lecture 14

NILA AKBARI

29 Nov 2022

NILA AKBARI

29 Nov 2022

0

Lecture 8, Neural Networks Exercise

NILA AKBARI

30 Oct 2022

NILA AKBARI

30 Oct 2022

0

Lecture 4, VC-Dimension of intervals

NILA AKBARI

30 Oct 2022

NILA AKBARI

30 Oct 2022

0

Lecture 7, Perceptron Implementation

NILA AKBARI

30 Oct 2022

NILA AKBARI

30 Oct 2022

0

Lecture 5 Boolean formulas ID3

NILA AKBARI

30 Oct 2022

NILA AKBARI

30 Oct 2022

0

Lecture 7, exercise

NILA AKBARI

24 Oct 2022

NILA AKBARI

24 Oct 2022

0

Lecture 16 - Naive Bayes on textual documents

Nikola Bulat

9 Jan 2023

Nikola Bulat

9 Jan 2023

0

Lecture 17 - Boosting Classifier

Nikola Bulat

8 Jan 2023

Nikola Bulat

8 Jan 2023

0

Lecture 18 - Hierarchical Clustering

Nikola Bulat

25 Dec 2022

Nikola Bulat

25 Dec 2022

0

Lecture 17 - Bagging Classifier

Nikola Bulat

23 Dec 2022

Nikola Bulat

23 Dec 2022

0

Lecture 18 - K-means, Elbow method, Silhouette coefficient

Nikola Bulat

23 Dec 2022

Nikola Bulat

23 Dec 2022

0

Lecture 17 - Stacking Classifier

Nikola Bulat

8 Dec 2022

Nikola Bulat

8 Dec 2022

0

Lecture 9 - Encoder network

NIKOLA ANDRIĆ MITROVIĆ

30 Nov 2022

NIKOLA ANDRIĆ MITROVIĆ

30 Nov 2022

0

Wine dataset - Experimenting with different models for multiclassification

Nikola Bulat

30 Nov 2022

Nikola Bulat

30 Nov 2022

0

Lecture 9 - Backprop to more than one hidden layer

NIKOLA ANDRIĆ MITROVIĆ

30 Nov 2022

NIKOLA ANDRIĆ MITROVIĆ

30 Nov 2022

0

Lecture 14 - CNN on MNIST dataset

Nikola Bulat

30 Nov 2022

Nikola Bulat

30 Nov 2022

0

Lecture 8 - Delta rule implementation

NIKOLA ANDRIĆ MITROVIĆ

28 Nov 2022

NIKOLA ANDRIĆ MITROVIĆ

28 Nov 2022

0

Lecture 14 - Autoencoders on the MNIST dataset

Nikola Bulat

25 Nov 2022

Nikola Bulat

25 Nov 2022

0

Lecture 14 - PCA on IRIS and MNIST datasets

Nikola Bulat

25 Nov 2022

Nikola Bulat

25 Nov 2022

0

Lecture 8 - Sigmoid function derivative

NIKOLA ANDRIĆ MITROVIĆ

21 Nov 2022

NIKOLA ANDRIĆ MITROVIĆ

21 Nov 2022

0

Lecture 7 - Perceptron implementation

NIKOLA ANDRIĆ MITROVIĆ

21 Nov 2022

NIKOLA ANDRIĆ MITROVIĆ

21 Nov 2022

0

Lecture 7 - Weight initialization

NIKOLA ANDRIĆ MITROVIĆ

21 Nov 2022

NIKOLA ANDRIĆ MITROVIĆ

21 Nov 2022

0

Lecture 7 - Multilayer perceptron for boolean formulas

NIKOLA ANDRIĆ MITROVIĆ

21 Nov 2022

NIKOLA ANDRIĆ MITROVIĆ

21 Nov 2022

0

Lecture 6 - ID3 vs CART

NIKOLA ANDRIĆ MITROVIĆ

19 Nov 2022

NIKOLA ANDRIĆ MITROVIĆ

19 Nov 2022

0

Lecture 12 - Churn data set

Nikola Bulat

19 Nov 2022

Nikola Bulat

19 Nov 2022

0

Lecture 10 - SVM optimization problem

Nikola Bulat

18 Nov 2022

Nikola Bulat

16 Jan 2023

2

Lecture 08 - Sigmoid derivative proof

Nikola Bulat

30 Oct 2022

Nikola Bulat

30 Oct 2022

0

Lecture 07 - Perceptron boolean functions

Nikola Bulat

29 Oct 2022

Nikola Bulat

29 Oct 2022

0

Lecture 06 - Theory and sklearn DTs comparison

Nikola Bulat

28 Oct 2022

Nikola Bulat

28 Oct 2022

0

Lecture 05 Decision Tree Boolean Formulas

NIKOLA ANDRIĆ MITROVIĆ

27 Oct 2022

NIKOLA ANDRIĆ MITROVIĆ

27 Oct 2022

0

Lecture 05 Exercise - Compute DT for Boolean formulas

Nikola Bulat

24 Oct 2022

Nikola Bulat

24 Oct 2022

0

Lecture 4: VC Dimensions

NIKOLA ANDRIĆ MITROVIĆ

21 Oct 2022

NIKOLA ANDRIĆ MITROVIĆ

21 Oct 2022

0

Lecture 3: Polynomial ridge regression

NIKOLA ANDRIĆ MITROVIĆ

16 Oct 2022

NIKOLA ANDRIĆ MITROVIĆ

16 Oct 2022

0

Lecture 03 Exercise - Consider the hypothesis spaces

Nikola Bulat

16 Oct 2022

Nikola Bulat

16 Oct 2022

0

Machine Learning Project: Rec-Sys-Basic

NICOLÒ BERTOCCO

20 Aug 2023

NICOLÒ BERTOCCO

20 Aug 2023

0

Lecture 14 - W2V on a web article

Nicolò Predenz

30 Dec 2022

Nicolò Predenz

30 Dec 2022

0

Lecture 13 - Bias and Variance evaluation

Nicolò Predenz

30 Dec 2022

Nicolò Predenz

30 Dec 2022

0

K-NN Rating Recommendation User Based

Nicolò Predenz

28 Dec 2022

Nicolò Predenz

28 Dec 2022

0

Lecture-08 Demonstration of the Sigmoid Derivative

Nicolò Predenz

30 Nov 2022

Nicolò Predenz

30 Nov 2022

0

Lecture-12 Preprocessing

Nicolò Predenz

30 Nov 2022

Nicolò Predenz

30 Nov 2022

0

Lecture07-Learning Algorithm

Nicolò Predenz

19 Nov 2022

Nicolò Predenz

19 Nov 2022

0

Lecture 4 - VC Dimension of intervals in R

NICOLÒ BERTOCCO

26 Oct 2022

NICOLÒ BERTOCCO

26 Oct 2022

0

Lecture 07 - Boolean Functions with multi-layer NN

Nicolò Predenz

24 Oct 2022

Nicolò Predenz

24 Oct 2022

0

Lecture 17 - Ensemble learning (based on wine dataset)

NATALIYA PYATERNEVA

18 Dec 2022

NATALIYA PYATERNEVA

18 Dec 2022

0

XNOR

MUTAHIR YASEEN

18 Jan 2023

MUTAHIR YASEEN

18 Jan 2023

0

Hyperbolic Tangent

MUTAHIR YASEEN

17 Jan 2023

MUTAHIR YASEEN

17 Jan 2023

0

Gradient boosting

MUTAHIR YASEEN

17 Jan 2023

MUTAHIR YASEEN

17 Jan 2023

0