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Machine Learning Project : Advanced Housing Price Prediction with Feature Engineering and SHAP ...	Rana Mandal 20 Jan 2025	Rana Mandal 20 Jan 2025	0
Machine Learning Project: Rec-Sys-Basic	NICOLÒ BERTOCCO 20 Aug 2023	NICOLÒ BERTOCCO 20 Aug 2023	0
Machine Learning Project: Implementation of adversarial machine learning using the FGSM attack on...	KOUROSH MARJOUEI 3 Jun 2023	KOUROSH MARJOUEI 19 Jun 2023	1
ML project: "Who subscribes deposits? Analysis using a Bank Marketing Campaign"	RICCARDO CIAVOLA 17 Jun 2023	RICCARDO CIAVOLA 17 Jun 2023	0
Machine Learning for fake news detection	Lorenzo Perinello 11 Jun 2023	Lorenzo Perinello 11 Jun 2023	0
Machine Learning Project: Network-based deep transfer learning	VINCENZO SPINELLO 1 Jun 2023	VINCENZO SPINELLO 1 Jun 2023	0
Classification on Wine Dataset	MUHAMMAD TABISH 23 Jan 2023	MUHAMMAD TABISH 23 Jan 2023	0
Neural Networks for Classification, and Clustering	MUHAMMAD TABISH 22 Jan 2023	MUHAMMAD TABISH 22 Jan 2023	0
Support Vector Machine	MUHAMMAD TABISH 21 Jan 2023	MUHAMMAD TABISH 21 Jan 2023	0
SVM and k-NN on Titanic Dataset	SYED FAHAD HASSAN 21 Jan 2023	SYED FAHAD HASSAN 21 Jan 2023	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
Lec-8 Ex2 - "Delta rule optimization with linear/sigmoidal activation"	SYED FAHAD HASSAN 19 Jan 2023	SYED FAHAD HASSAN 19 Jan 2023	0
Lec7 - Ex:3 - "Implementation of Perceptron algorithm"	SYED FAHAD HASSAN 19 Jan 2023	SYED FAHAD HASSAN 19 Jan 2023	0
Lec7 - Ex:1 - "Perceptron-based multi-layer networks with hard thresholds and relative weights ...	SYED FAHAD HASSAN 19 Jan 2023	SYED FAHAD HASSAN 19 Jan 2023	0
Lec6 - Ex1 - "Implementing a Decision Tree Classifier using scikit-learn in Python"	SYED FAHAD HASSAN 18 Jan 2023	SYED FAHAD HASSAN 18 Jan 2023	0
Lecture 17 -- exercise	SANJAR TLEPIN 18 Jan 2023	SANJAR TLEPIN 18 Jan 2023	0
XNOR	MUTAHIR YASEEN 18 Jan 2023	MUTAHIR YASEEN 18 Jan 2023	0
Lec 3 - Ex:1 "binary classification, multi-class classification and regression tasks"	SYED FAHAD HASSAN 18 Jan 2023	SYED FAHAD HASSAN 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
PCA	SYED RIAZ RAZA 17 Jan 2023	SYED RIAZ RAZA 17 Jan 2023	0
Lecture 10 - SVM optimization problem	Nikola Bulat 18 Nov 2022	Nikola Bulat 16 Jan 2023	2
SDF Problem Derivation	MUTAHIR YASEEN 15 Jan 2023	MUTAHIR YASEEN 15 Jan 2023	0
Practiced SVM Implementation with cross validation	MUTAHIR YASEEN 15 Jan 2023	MUTAHIR YASEEN 15 Jan 2023	0
Implementing a CNN on MNIST digit classification **	SYED RIAZ RAZA 15 Jan 2023	SYED RIAZ RAZA 15 Jan 2023	0
Lecture 20 - KNN on MovieLens	TAHA ENAYAT 15 Jan 2023	TAHA ENAYAT 15 Jan 2023	0
Lecture 18/Ensemble learning	Mahshad Golafshan 15 Jan 2023	Mahshad Golafshan 15 Jan 2023	0
model selection	Sahar Sheikhi 15 Jan 2023	Sahar Sheikhi 15 Jan 2023	0
Implementation of SVM on Breast Cancer dataset	SYED RIAZ RAZA 14 Jan 2023	SYED RIAZ RAZA 14 Jan 2023	0
Learning rate	Moones Mobaraki 14 Jan 2023	Moones Mobaraki 14 Jan 2023	0
Deep Convolutional Generative Adversarial Networks application on MNIST data	SOLMAZ MOHAMMADI 13 Jan 2023	SOLMAZ MOHAMMADI 13 Jan 2023	0
Lecture 19	CECILIA FIGUERAS TELLEZ 13 Jan 2023	CECILIA FIGUERAS TELLEZ 13 Jan 2023	0
L14 - CNN	CRISTIANO PANIGHEL 13 Jan 2023	CRISTIANO PANIGHEL 13 Jan 2023	0
18. Clustering	CECILIA FIGUERAS TELLEZ 13 Jan 2023	CECILIA FIGUERAS TELLEZ 13 Jan 2023	0
Ensemble Learning	CECILIA FIGUERAS TELLEZ 12 Jan 2023	CECILIA FIGUERAS TELLEZ 12 Jan 2023	0
Lecture 16 Naive Bayes	MARVIN JOHANNES HEIDINGER 31 Dec 2022	MARVIN JOHANNES HEIDINGER 12 Jan 2023	2
Testing the K-Means Algortihm on the A1 Dataset	MARVIN JOHANNES HEIDINGER 31 Dec 2022	MARVIN JOHANNES HEIDINGER 12 Jan 2023	2
Digit classification CNN	MARTA GREGGIO 12 Jan 2023	MARTA GREGGIO 12 Jan 2023	0
Kmeans Clustring on Mopsi Datset from Les18	SYED RIAZ RAZA 11 Jan 2023	SYED RIAZ RAZA 11 Jan 2023	0
CNN (LeNet model) on MNIST dataset	MARCO ANDREA LIMONGELLI 11 Jan 2023	MARCO ANDREA LIMONGELLI 11 Jan 2023	0
Clustering on local manifold of autoencoded embedding	LUCA ZANINOTTO 11 Jan 2023	LUCA ZANINOTTO 11 Jan 2023	0
Implementation of Decision Tree using scikit	SYED RIAZ RAZA 11 Jan 2023	SYED RIAZ RAZA 11 Jan 2023	0
CNN on CIFAR dataset	Riccardo Cappi 11 Jan 2023	Riccardo Cappi 11 Jan 2023	0
Comments on Hoeffding inequality	JUAN BAEZA RUIZ-HENESTROSA 11 Jan 2023	JUAN BAEZA RUIZ-HENESTROSA 11 Jan 2023	0
Classification on Digit Dataset	MARCO ANDREA LIMONGELLI 10 Jan 2023	MARCO ANDREA LIMONGELLI 10 Jan 2023	0
Lecture 17 - Ensemble	TAHA ENAYAT 10 Jan 2023	TAHA ENAYAT 10 Jan 2023	0
Clustering	MARIJA NENADIĆ 10 Jan 2023	MARIJA NENADIĆ 10 Jan 2023	0
Lecture 14	MARIJA NENADIĆ 10 Jan 2023	MARIJA NENADIĆ 10 Jan 2023	0
Analysis of movieLens dataset	JUAN BAEZA RUIZ-HENESTROSA 9 Jan 2023	JUAN BAEZA RUIZ-HENESTROSA 9 Jan 2023	0
Lecture 17 - Ensemble Learning	TAMAR MORIN 9 Jan 2023	TAMAR MORIN 9 Jan 2023	0
Lecture 16 - NB	TAMAR MORIN 9 Jan 2023	TAMAR MORIN 9 Jan 2023	0
Lecture 16 - Naive Bayes on textual documents	Nikola Bulat 9 Jan 2023	Nikola Bulat 9 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
Lecture 16	SANJAR TLEPIN 8 Jan 2023	SANJAR TLEPIN 8 Jan 2023	0
Lecture 17 exercise 1 & 2	HOU CHENG LAM 8 Jan 2023	HOU CHENG LAM 8 Jan 2023	0
Lecture 16 exercise 2	HOU CHENG LAM 8 Jan 2023	HOU CHENG LAM 8 Jan 2023	0
Lecture 16 exercise 1	HOU CHENG LAM 8 Jan 2023	HOU CHENG LAM 8 Jan 2023	0
Lecture 17 - Boosting Classifier	Nikola Bulat 8 Jan 2023	Nikola Bulat 8 Jan 2023	0
Lecture 18: clustering	DANIELE TRENTIN 8 Jan 2023	DANIELE TRENTIN 8 Jan 2023	0
Customer segmentation model using k-means and hieralchical clustering	JUAN BAEZA RUIZ-HENESTROSA 8 Jan 2023	JUAN BAEZA RUIZ-HENESTROSA 8 Jan 2023	0
Anomaly Detection	Moones Mobaraki 6 Jan 2023	Moones Mobaraki 6 Jan 2023	0
Lecture 19: Exercise 1	DENNIS RODERMUND 6 Jan 2023	DENNIS RODERMUND 6 Jan 2023	0
Lecture 17: Exercises	DENNIS RODERMUND 6 Jan 2023	DENNIS RODERMUND 6 Jan 2023	0
Lecture 16: Naive Bias	DENNIS RODERMUND 6 Jan 2023	DENNIS RODERMUND 6 Jan 2023	0
LECT10_11 - SVM Linear vs Polynomial kernel	DAVIDE VEZZARO 6 Jan 2023	DAVIDE VEZZARO 6 Jan 2023	0
LECT14 - PCA from scratch	DAVIDE VEZZARO 6 Jan 2023	DAVIDE VEZZARO 6 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 20	Mahshad Golafshan 5 Jan 2023	Mahshad Golafshan 5 Jan 2023	0
Kernel k-means	MARTA GREGGIO 4 Jan 2023	MARTA GREGGIO 4 Jan 2023	0
Recommendation system with Netflix dataset	JANARDHAN JAYACHANDRA KAMMATH 4 Jan 2023	JANARDHAN JAYACHANDRA KAMMATH 4 Jan 2023	0
lec 18 - Clustering	MARTA GREGGIO 4 Jan 2023	MARTA GREGGIO 4 Jan 2023	0
lec 20 - knn on movielens	MARTA GREGGIO 4 Jan 2023	MARTA GREGGIO 4 Jan 2023	0
Naive Bayes for textual documents	MARTA GREGGIO 4 Jan 2023	MARTA GREGGIO 4 Jan 2023	0
Decision tree	MARTA GREGGIO 4 Jan 2023	MARTA GREGGIO 4 Jan 2023	0
DTs	Shakiba Farjood Fashalami 4 Jan 2023	Shakiba Farjood Fashalami 4 Jan 2023	0
Naive Bayes	Shakiba Farjood Fashalami 4 Jan 2023	Shakiba Farjood Fashalami 4 Jan 2023	0
Lecture 16	DANIELE TRENTIN 4 Jan 2023	DANIELE TRENTIN 4 Jan 2023	0
Lecture 17	DANIELE TRENTIN 4 Jan 2023	DANIELE TRENTIN 4 Jan 2023	0
DBSCAN: a density-based unsupervised clustering algorithm	LORENZO D'ANTONI 3 Jan 2023	LORENZO D'ANTONI 3 Jan 2023	0
Lecture 14: PCA on Iris dataset	DANIELE TRENTIN 2 Jan 2023	DANIELE TRENTIN 2 Jan 2023	0
Lecture 13: bias and variance evaluation	DANIELE TRENTIN 2 Jan 2023	DANIELE TRENTIN 2 Jan 2023	0
A complete Neural Network	SYED RIAZ RAZA 31 Dec 2022	SYED RIAZ RAZA 31 Dec 2022	0
Lec7 - Exercise - Proof	SYED FAHAD HASSAN 31 Dec 2022	SYED FAHAD HASSAN 31 Dec 2022	0
Lec8 - Exercise 1 - Proof "σ′(y) = σ(y)(1 −σ(y))"	SYED FAHAD HASSAN 31 Dec 2022	SYED FAHAD HASSAN 31 Dec 2022	0
Naive Bayes and other classifiers comparison.	ANDREA FAVERO 31 Dec 2022	ANDREA FAVERO 31 Dec 2022	0
Clustering	Sara Feizyab 31 Dec 2022	Sara Feizyab 31 Dec 2022	0
Lec5 - Exercise - Computing DT with Boolean functions using ID3	SYED FAHAD HASSAN 31 Dec 2022	SYED FAHAD HASSAN 31 Dec 2022	0
PCA applied to IRIS dataset	JACOB ALEXANDER K GERNAY 31 Dec 2022	JACOB ALEXANDER K GERNAY 31 Dec 2022	0
Exercise - Lec4 "VC-Dimension of other hypothesis spaces"	SYED FAHAD HASSAN 31 Dec 2022	SYED FAHAD HASSAN 31 Dec 2022	0
Exercise 2 - Lec3 "Polynomial regression using the Ridge Regression method"	SYED FAHAD HASSAN 31 Dec 2022	SYED FAHAD HASSAN 31 Dec 2022	0
Testing the Naive Bayes Classifier on 20newsgroups	JUAN BAEZA RUIZ-HENESTROSA 31 Dec 2022	JUAN BAEZA RUIZ-HENESTROSA 31 Dec 2022	0
Testing ensemble methods on the Predict Diabetes dataset	JUAN BAEZA RUIZ-HENESTROSA 31 Dec 2022	JUAN BAEZA RUIZ-HENESTROSA 31 Dec 2022	0
Classifiers comparison	Sara Feizyab 31 Dec 2022	Sara Feizyab 31 Dec 2022	0
effect of using PCA improperly	MOHAMMAD HOSSEINIPOUR 30 Dec 2022	MOHAMMAD HOSSEINIPOUR 30 Dec 2022	0
Hierarchical Clustering on IRIS Dataset	MOHAMMAD HOSSEINIPOUR 30 Dec 2022	MOHAMMAD HOSSEINIPOUR 30 Dec 2022	0
RandomForest on Diabetes Dataset	MOHAMMAD HOSSEINIPOUR 30 Dec 2022	MOHAMMAD HOSSEINIPOUR 30 Dec 2022	0
Lesson 3	CECILIA FIGUERAS TELLEZ 30 Dec 2022	CECILIA FIGUERAS TELLEZ 30 Dec 2022	0

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

Rana Mandal

20 Jan 2025

Rana Mandal

20 Jan 2025

0

Machine Learning Project: Rec-Sys-Basic

NICOLÒ BERTOCCO

20 Aug 2023

NICOLÒ BERTOCCO

20 Aug 2023

0

Machine Learning Project: Implementation of adversarial machine learning using the FGSM attack on...

KOUROSH MARJOUEI

3 Jun 2023

KOUROSH MARJOUEI

19 Jun 2023

1

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

RICCARDO CIAVOLA

17 Jun 2023

RICCARDO CIAVOLA

17 Jun 2023

0

Machine Learning for fake news detection

Lorenzo Perinello

11 Jun 2023

Lorenzo Perinello

11 Jun 2023

0

Machine Learning Project: Network-based deep transfer learning

VINCENZO SPINELLO

1 Jun 2023

VINCENZO SPINELLO

1 Jun 2023

0

Classification on Wine Dataset

MUHAMMAD TABISH

23 Jan 2023

MUHAMMAD TABISH

23 Jan 2023

0

Neural Networks for Classification, and Clustering

MUHAMMAD TABISH

22 Jan 2023

MUHAMMAD TABISH

22 Jan 2023

0

Support Vector Machine

MUHAMMAD TABISH

21 Jan 2023

MUHAMMAD TABISH

21 Jan 2023

0

SVM and k-NN on Titanic Dataset

SYED FAHAD HASSAN

21 Jan 2023

SYED FAHAD HASSAN

21 Jan 2023

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

Lec-8 Ex2 - "Delta rule optimization with linear/sigmoidal activation"

SYED FAHAD HASSAN

19 Jan 2023

SYED FAHAD HASSAN

19 Jan 2023

0

Lec7 - Ex:3 - "Implementation of Perceptron algorithm"

SYED FAHAD HASSAN

19 Jan 2023

SYED FAHAD HASSAN

19 Jan 2023

0

Lec7 - Ex:1 - "Perceptron-based multi-layer networks with hard thresholds and relative weights ...

SYED FAHAD HASSAN

19 Jan 2023

SYED FAHAD HASSAN

19 Jan 2023

0

Lec6 - Ex1 - "Implementing a Decision Tree Classifier using scikit-learn in Python"

SYED FAHAD HASSAN

18 Jan 2023

SYED FAHAD HASSAN

18 Jan 2023

0

Lecture 17 -- exercise

SANJAR TLEPIN

18 Jan 2023

SANJAR TLEPIN

18 Jan 2023

0

XNOR

MUTAHIR YASEEN

18 Jan 2023

MUTAHIR YASEEN

18 Jan 2023

0

Lec 3 - Ex:1 "binary classification, multi-class classification and regression tasks"

SYED FAHAD HASSAN

18 Jan 2023

SYED FAHAD HASSAN

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

PCA

SYED RIAZ RAZA

17 Jan 2023

SYED RIAZ RAZA

17 Jan 2023

0

Lecture 10 - SVM optimization problem

Nikola Bulat

18 Nov 2022

Nikola Bulat

16 Jan 2023

2

SDF Problem Derivation

MUTAHIR YASEEN

15 Jan 2023

MUTAHIR YASEEN

15 Jan 2023

0

Practiced SVM Implementation with cross validation

MUTAHIR YASEEN

15 Jan 2023

MUTAHIR YASEEN

15 Jan 2023

0

Implementing a CNN on MNIST digit classification **

SYED RIAZ RAZA

15 Jan 2023

SYED RIAZ RAZA

15 Jan 2023

0

Lecture 20 - KNN on MovieLens

TAHA ENAYAT

15 Jan 2023

TAHA ENAYAT

15 Jan 2023

0

Lecture 18/Ensemble learning

Mahshad Golafshan

15 Jan 2023

Mahshad Golafshan

15 Jan 2023

0

model selection

Sahar Sheikhi

15 Jan 2023

Sahar Sheikhi

15 Jan 2023

0

Implementation of SVM on Breast Cancer dataset

SYED RIAZ RAZA

14 Jan 2023

SYED RIAZ RAZA

14 Jan 2023

0

Learning rate

Moones Mobaraki

14 Jan 2023

Moones Mobaraki

14 Jan 2023

0

Deep Convolutional Generative Adversarial Networks application on MNIST data

SOLMAZ MOHAMMADI

13 Jan 2023

SOLMAZ MOHAMMADI

13 Jan 2023

0

Lecture 19

CECILIA FIGUERAS TELLEZ

13 Jan 2023

CECILIA FIGUERAS TELLEZ

13 Jan 2023

0

L14 - CNN

CRISTIANO PANIGHEL

13 Jan 2023

CRISTIANO PANIGHEL

13 Jan 2023

0

18. Clustering

CECILIA FIGUERAS TELLEZ

13 Jan 2023

CECILIA FIGUERAS TELLEZ

13 Jan 2023

0

Ensemble Learning

CECILIA FIGUERAS TELLEZ

12 Jan 2023

CECILIA FIGUERAS TELLEZ

12 Jan 2023

0

Lecture 16 Naive Bayes

MARVIN JOHANNES HEIDINGER

31 Dec 2022

MARVIN JOHANNES HEIDINGER

12 Jan 2023

2

Testing the K-Means Algortihm on the A1 Dataset

MARVIN JOHANNES HEIDINGER

31 Dec 2022

MARVIN JOHANNES HEIDINGER

12 Jan 2023

2

Digit classification CNN

MARTA GREGGIO

12 Jan 2023

MARTA GREGGIO

12 Jan 2023

0

Kmeans Clustring on Mopsi Datset from Les18

SYED RIAZ RAZA

11 Jan 2023

SYED RIAZ RAZA

11 Jan 2023

0

CNN (LeNet model) on MNIST dataset

MARCO ANDREA LIMONGELLI

11 Jan 2023

MARCO ANDREA LIMONGELLI

11 Jan 2023

0

Clustering on local manifold of autoencoded embedding

LUCA ZANINOTTO

11 Jan 2023

LUCA ZANINOTTO

11 Jan 2023

0

Implementation of Decision Tree using scikit

SYED RIAZ RAZA

11 Jan 2023

SYED RIAZ RAZA

11 Jan 2023

0

CNN on CIFAR dataset

Riccardo Cappi

11 Jan 2023

Riccardo Cappi

11 Jan 2023

0

Comments on Hoeffding inequality

JUAN BAEZA RUIZ-HENESTROSA

11 Jan 2023

JUAN BAEZA RUIZ-HENESTROSA

11 Jan 2023

0

Classification on Digit Dataset

MARCO ANDREA LIMONGELLI

10 Jan 2023

MARCO ANDREA LIMONGELLI

10 Jan 2023

0

Lecture 17 - Ensemble

TAHA ENAYAT

10 Jan 2023

TAHA ENAYAT

10 Jan 2023

0

Clustering

MARIJA NENADIĆ

10 Jan 2023

MARIJA NENADIĆ

10 Jan 2023

0

Lecture 14

MARIJA NENADIĆ

10 Jan 2023

MARIJA NENADIĆ

10 Jan 2023

0

Analysis of movieLens dataset

JUAN BAEZA RUIZ-HENESTROSA

9 Jan 2023

JUAN BAEZA RUIZ-HENESTROSA

9 Jan 2023

0

Lecture 17 - Ensemble Learning

TAMAR MORIN

9 Jan 2023

TAMAR MORIN

9 Jan 2023

0

Lecture 16 - NB

TAMAR MORIN

9 Jan 2023

TAMAR MORIN

9 Jan 2023

0

Lecture 16 - Naive Bayes on textual documents

Nikola Bulat

9 Jan 2023

Nikola Bulat

9 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

Lecture 16

SANJAR TLEPIN

8 Jan 2023

SANJAR TLEPIN

8 Jan 2023

0

Lecture 17 exercise 1 & 2

HOU CHENG LAM

8 Jan 2023

HOU CHENG LAM

8 Jan 2023

0

Lecture 16 exercise 2

HOU CHENG LAM

8 Jan 2023

HOU CHENG LAM

8 Jan 2023

0

Lecture 16 exercise 1

HOU CHENG LAM

8 Jan 2023

HOU CHENG LAM

8 Jan 2023

0

Lecture 17 - Boosting Classifier

Nikola Bulat

8 Jan 2023

Nikola Bulat

8 Jan 2023

0

Lecture 18: clustering

DANIELE TRENTIN

8 Jan 2023

DANIELE TRENTIN

8 Jan 2023

0

Customer segmentation model using k-means and hieralchical clustering

JUAN BAEZA RUIZ-HENESTROSA

8 Jan 2023

JUAN BAEZA RUIZ-HENESTROSA

8 Jan 2023

0

Anomaly Detection

Moones Mobaraki

6 Jan 2023

Moones Mobaraki

6 Jan 2023

0

Lecture 19: Exercise 1

DENNIS RODERMUND

6 Jan 2023

DENNIS RODERMUND

6 Jan 2023

0

Lecture 17: Exercises

DENNIS RODERMUND

6 Jan 2023

DENNIS RODERMUND

6 Jan 2023

0

Lecture 16: Naive Bias

DENNIS RODERMUND

6 Jan 2023

DENNIS RODERMUND

6 Jan 2023

0

LECT10_11 - SVM Linear vs Polynomial kernel

DAVIDE VEZZARO

6 Jan 2023

DAVIDE VEZZARO

6 Jan 2023

0

LECT14 - PCA from scratch

DAVIDE VEZZARO

6 Jan 2023

DAVIDE VEZZARO

6 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 20

Mahshad Golafshan

5 Jan 2023

Mahshad Golafshan

5 Jan 2023

0

Kernel k-means

MARTA GREGGIO

4 Jan 2023

MARTA GREGGIO

4 Jan 2023

0

Recommendation system with Netflix dataset

JANARDHAN JAYACHANDRA KAMMATH

4 Jan 2023

JANARDHAN JAYACHANDRA KAMMATH

4 Jan 2023

0

lec 18 - Clustering

MARTA GREGGIO

4 Jan 2023

MARTA GREGGIO

4 Jan 2023

0

lec 20 - knn on movielens

MARTA GREGGIO

4 Jan 2023

MARTA GREGGIO

4 Jan 2023

0

Naive Bayes for textual documents

MARTA GREGGIO

4 Jan 2023

MARTA GREGGIO

4 Jan 2023

0

Decision tree

MARTA GREGGIO

4 Jan 2023

MARTA GREGGIO

4 Jan 2023

0

DTs

Shakiba Farjood Fashalami

4 Jan 2023

Shakiba Farjood Fashalami

4 Jan 2023

0

Naive Bayes

Shakiba Farjood Fashalami

4 Jan 2023

Shakiba Farjood Fashalami

4 Jan 2023

0

Lecture 16

DANIELE TRENTIN

4 Jan 2023

DANIELE TRENTIN

4 Jan 2023

0

Lecture 17

DANIELE TRENTIN

4 Jan 2023

DANIELE TRENTIN

4 Jan 2023

0

DBSCAN: a density-based unsupervised clustering algorithm

LORENZO D'ANTONI

3 Jan 2023

LORENZO D'ANTONI

3 Jan 2023

0

Lecture 14: PCA on Iris dataset

DANIELE TRENTIN

2 Jan 2023

DANIELE TRENTIN

2 Jan 2023

0

Lecture 13: bias and variance evaluation

DANIELE TRENTIN

2 Jan 2023

DANIELE TRENTIN

2 Jan 2023

0

A complete Neural Network

SYED RIAZ RAZA

31 Dec 2022

SYED RIAZ RAZA

31 Dec 2022

0

Lec7 - Exercise - Proof

SYED FAHAD HASSAN

31 Dec 2022

SYED FAHAD HASSAN

31 Dec 2022

0

Lec8 - Exercise 1 - Proof "σ′(y) = σ(y)(1 −σ(y))"

SYED FAHAD HASSAN

31 Dec 2022

SYED FAHAD HASSAN

31 Dec 2022

0

Naive Bayes and other classifiers comparison.

ANDREA FAVERO

31 Dec 2022

ANDREA FAVERO

31 Dec 2022

0

Clustering

Sara Feizyab

31 Dec 2022

Sara Feizyab

31 Dec 2022

0

Lec5 - Exercise - Computing DT with Boolean functions using ID3

SYED FAHAD HASSAN

31 Dec 2022

SYED FAHAD HASSAN

31 Dec 2022

0

PCA applied to IRIS dataset

JACOB ALEXANDER K GERNAY

31 Dec 2022

JACOB ALEXANDER K GERNAY

31 Dec 2022

0

Exercise - Lec4 "VC-Dimension of other hypothesis spaces"

SYED FAHAD HASSAN

31 Dec 2022

SYED FAHAD HASSAN

31 Dec 2022

0

Exercise 2 - Lec3 "Polynomial regression using the Ridge Regression method"

SYED FAHAD HASSAN

31 Dec 2022

SYED FAHAD HASSAN

31 Dec 2022

0

Testing the Naive Bayes Classifier on 20newsgroups

JUAN BAEZA RUIZ-HENESTROSA

31 Dec 2022

JUAN BAEZA RUIZ-HENESTROSA

31 Dec 2022

0

Testing ensemble methods on the Predict Diabetes dataset

JUAN BAEZA RUIZ-HENESTROSA

31 Dec 2022

JUAN BAEZA RUIZ-HENESTROSA

31 Dec 2022

0

Classifiers comparison

Sara Feizyab

31 Dec 2022

Sara Feizyab

31 Dec 2022

0

effect of using PCA improperly

MOHAMMAD HOSSEINIPOUR

30 Dec 2022

MOHAMMAD HOSSEINIPOUR

30 Dec 2022

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Hierarchical Clustering on IRIS Dataset

MOHAMMAD HOSSEINIPOUR

30 Dec 2022

MOHAMMAD HOSSEINIPOUR

30 Dec 2022

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RandomForest on Diabetes Dataset

MOHAMMAD HOSSEINIPOUR

30 Dec 2022

MOHAMMAD HOSSEINIPOUR

30 Dec 2022

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Lesson 3

CECILIA FIGUERAS TELLEZ

30 Dec 2022

CECILIA FIGUERAS TELLEZ

30 Dec 2022

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