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Machine Learning Project: Rec-Sys-Basic
Avatar NICOLÒ BERTOCCO
NICOLÒ BERTOCCO
Avatar NICOLÒ BERTOCCO
NICOLÒ BERTOCCO
 0
Machine Learning Project: Implementation of adversarial machine learning using the FGSM attack on...
Avatar KOUROSH MARJOUEI
KOUROSH MARJOUEI
Avatar KOUROSH MARJOUEI
KOUROSH MARJOUEI
 1
ML project: "Who subscribes deposits? Analysis using a Bank Marketing Campaign"
Avatar RICCARDO CIAVOLA
RICCARDO CIAVOLA
Avatar RICCARDO CIAVOLA
RICCARDO CIAVOLA
 0
Machine Learning for fake news detection
Avatar LORENZO PERINELLO
LORENZO PERINELLO
Avatar LORENZO PERINELLO
LORENZO PERINELLO
 0
Machine Learning Project: Network-based deep transfer learning
Avatar VINCENZO SPINELLO
VINCENZO SPINELLO
Avatar VINCENZO SPINELLO
VINCENZO SPINELLO
 0
Classification on Wine Dataset
Avatar MUHAMMAD TABISH
MUHAMMAD TABISH
Avatar MUHAMMAD TABISH
MUHAMMAD TABISH
 0
Neural Networks for Classification, and Clustering
Avatar MUHAMMAD TABISH
MUHAMMAD TABISH
Avatar MUHAMMAD TABISH
MUHAMMAD TABISH
 0
Support Vector Machine
Avatar MUHAMMAD TABISH
MUHAMMAD TABISH
Avatar MUHAMMAD TABISH
MUHAMMAD TABISH
 0
SVM and k-NN on Titanic Dataset
Avatar SYED FAHAD HASSAN
SYED FAHAD HASSAN
Avatar SYED FAHAD HASSAN
SYED FAHAD HASSAN
 0
Lecture 3 Ex 2 "Polynomial Regression using Ridge Regression"
Avatar RANA MANDAL
RANA MANDAL
Avatar RANA MANDAL
RANA MANDAL
 0
Lecture 3 Ex 1 "hypothesis spaces for binary classification, multi-class classification and ...
Avatar RANA MANDAL
RANA MANDAL
Avatar RANA MANDAL
RANA MANDAL
 0
Lec-8 Ex2 - "Delta rule optimization with linear/sigmoidal activation"
Avatar SYED FAHAD HASSAN
SYED FAHAD HASSAN
Avatar SYED FAHAD HASSAN
SYED FAHAD HASSAN
 0
Lec7 - Ex:3 - "Implementation of Perceptron algorithm"
Avatar SYED FAHAD HASSAN
SYED FAHAD HASSAN
Avatar SYED FAHAD HASSAN
SYED FAHAD HASSAN
 0
Lec7 - Ex:1 - "Perceptron-based multi-layer networks with hard thresholds and relative weights ...
Avatar SYED FAHAD HASSAN
SYED FAHAD HASSAN
Avatar SYED FAHAD HASSAN
SYED FAHAD HASSAN
 0
Lec6 - Ex1 - "Implementing a Decision Tree Classifier using scikit-learn in Python"
Avatar SYED FAHAD HASSAN
SYED FAHAD HASSAN
Avatar SYED FAHAD HASSAN
SYED FAHAD HASSAN
 0
Lecture 17 -- exercise
Avatar SANJAR TLEPIN
SANJAR TLEPIN
Avatar SANJAR TLEPIN
SANJAR TLEPIN
 0
XNOR
Avatar MUTAHIR YASEEN
MUTAHIR YASEEN
Avatar MUTAHIR YASEEN
MUTAHIR YASEEN
 0
Lec 3 - Ex:1 "binary classification, multi-class classification and regression tasks"
Avatar SYED FAHAD HASSAN
SYED FAHAD HASSAN
Avatar SYED FAHAD HASSAN
SYED FAHAD HASSAN
 0
Hyperbolic Tangent
Avatar MUTAHIR YASEEN
MUTAHIR YASEEN
Avatar MUTAHIR YASEEN
MUTAHIR YASEEN
 0
Gradient boosting
Avatar MUTAHIR YASEEN
MUTAHIR YASEEN
Avatar MUTAHIR YASEEN
MUTAHIR YASEEN
 0
PCA
Avatar SYED RIAZ RAZA
SYED RIAZ RAZA
Avatar SYED RIAZ RAZA
SYED RIAZ RAZA
 0
Lecture 10 - SVM optimization problem
Avatar NIKOLA BULAT
NIKOLA BULAT
Avatar NIKOLA BULAT
NIKOLA BULAT
 2
SDF Problem Derivation
Avatar MUTAHIR YASEEN
MUTAHIR YASEEN
Avatar MUTAHIR YASEEN
MUTAHIR YASEEN
 0
Practiced SVM Implementation with cross validation
Avatar MUTAHIR YASEEN
MUTAHIR YASEEN
Avatar MUTAHIR YASEEN
MUTAHIR YASEEN
 0
Implementing a CNN on MNIST digit classification **
Avatar SYED RIAZ RAZA
SYED RIAZ RAZA
Avatar SYED RIAZ RAZA
SYED RIAZ RAZA
 0
Lecture 20 - KNN on MovieLens
Avatar TAHA ENAYAT
TAHA ENAYAT
Avatar TAHA ENAYAT
TAHA ENAYAT
 0
Lecture 18/Ensemble learning
Avatar MAHSHAD GOLAFSHAN
MAHSHAD GOLAFSHAN
Avatar MAHSHAD GOLAFSHAN
MAHSHAD GOLAFSHAN
 0
model selection
Avatar SAHAR SHEIKHI
SAHAR SHEIKHI
Avatar SAHAR SHEIKHI
SAHAR SHEIKHI
 0
Implementation of SVM on Breast Cancer dataset
Avatar SYED RIAZ RAZA
SYED RIAZ RAZA
Avatar SYED RIAZ RAZA
SYED RIAZ RAZA
 0
Learning rate
Avatar MOONES MOBARAKI
MOONES MOBARAKI
Avatar MOONES MOBARAKI
MOONES MOBARAKI
 0
Deep Convolutional Generative Adversarial Networks application on MNIST data
Avatar SOLMAZ MOHAMMADI
SOLMAZ MOHAMMADI
Avatar SOLMAZ MOHAMMADI
SOLMAZ MOHAMMADI
 0
Lecture 19
Avatar CECILIA FIGUERAS TELLEZ
CECILIA FIGUERAS TELLEZ
Avatar CECILIA FIGUERAS TELLEZ
CECILIA FIGUERAS TELLEZ
 0
L14 - CNN
Avatar CRISTIANO PANIGHEL
CRISTIANO PANIGHEL
Avatar CRISTIANO PANIGHEL
CRISTIANO PANIGHEL
 0
18. Clustering
Avatar CECILIA FIGUERAS TELLEZ
CECILIA FIGUERAS TELLEZ
Avatar CECILIA FIGUERAS TELLEZ
CECILIA FIGUERAS TELLEZ
 0
Ensemble Learning
Avatar CECILIA FIGUERAS TELLEZ
CECILIA FIGUERAS TELLEZ
Avatar CECILIA FIGUERAS TELLEZ
CECILIA FIGUERAS TELLEZ
 0
Lecture 16 Naive Bayes
Avatar MARVIN JOHANNES HEIDINGER
MARVIN JOHANNES HEIDINGER
Avatar MARVIN JOHANNES HEIDINGER
MARVIN JOHANNES HEIDINGER
 2
Testing the K-Means Algortihm on the A1 Dataset
Avatar MARVIN JOHANNES HEIDINGER
MARVIN JOHANNES HEIDINGER
Avatar MARVIN JOHANNES HEIDINGER
MARVIN JOHANNES HEIDINGER
 2
Digit classification CNN
Avatar MARTA GREGGIO
MARTA GREGGIO
Avatar MARTA GREGGIO
MARTA GREGGIO
 0
Kmeans Clustring on Mopsi Datset from Les18
Avatar SYED RIAZ RAZA
SYED RIAZ RAZA
Avatar SYED RIAZ RAZA
SYED RIAZ RAZA
 0
CNN (LeNet model) on MNIST dataset
Avatar MARCO ANDREA LIMONGELLI
MARCO ANDREA LIMONGELLI
Avatar MARCO ANDREA LIMONGELLI
MARCO ANDREA LIMONGELLI
 0
Clustering on local manifold of autoencoded embedding
Avatar LUCA ZANINOTTO
LUCA ZANINOTTO
Avatar LUCA ZANINOTTO
LUCA ZANINOTTO
 0
Implementation of Decision Tree using scikit
Avatar SYED RIAZ RAZA
SYED RIAZ RAZA
Avatar SYED RIAZ RAZA
SYED RIAZ RAZA
 0
CNN on CIFAR dataset
Avatar RICCARDO CAPPI
RICCARDO CAPPI
Avatar RICCARDO CAPPI
RICCARDO CAPPI
 0
Comments on Hoeffding inequality
Avatar JUAN BAEZA RUIZ-HENESTROSA
JUAN BAEZA RUIZ-HENESTROSA
Avatar JUAN BAEZA RUIZ-HENESTROSA
JUAN BAEZA RUIZ-HENESTROSA
 0
Classification on Digit Dataset
Avatar MARCO ANDREA LIMONGELLI
MARCO ANDREA LIMONGELLI
Avatar MARCO ANDREA LIMONGELLI
MARCO ANDREA LIMONGELLI
 0
Lecture 17 - Ensemble
Avatar TAHA ENAYAT
TAHA ENAYAT
Avatar TAHA ENAYAT
TAHA ENAYAT
 0
Clustering
Avatar MARIJA NENADIĆ
MARIJA NENADIĆ
Avatar MARIJA NENADIĆ
MARIJA NENADIĆ
 0
Lecture 14
Avatar MARIJA NENADIĆ
MARIJA NENADIĆ
Avatar MARIJA NENADIĆ
MARIJA NENADIĆ
 0
Analysis of movieLens dataset
Avatar JUAN BAEZA RUIZ-HENESTROSA
JUAN BAEZA RUIZ-HENESTROSA
Avatar JUAN BAEZA RUIZ-HENESTROSA
JUAN BAEZA RUIZ-HENESTROSA
 0
Lecture 17 - Ensemble Learning
Avatar TAMAR MORIN
TAMAR MORIN
Avatar TAMAR MORIN
TAMAR MORIN
 0
Lecture 16 - NB
Avatar TAMAR MORIN
TAMAR MORIN
Avatar TAMAR MORIN
TAMAR MORIN
 0
Lecture 16 - Naive Bayes on textual documents
Avatar NIKOLA BULAT
NIKOLA BULAT
Avatar NIKOLA BULAT
NIKOLA BULAT
 0
Lecture 20- RecSys
Avatar SAHAR SHEIKHI
SAHAR SHEIKHI
Avatar SAHAR SHEIKHI
SAHAR SHEIKHI
 0
lecture 18- clustring
Avatar SAHAR SHEIKHI
SAHAR SHEIKHI
Avatar SAHAR SHEIKHI
SAHAR SHEIKHI
 0
Lecture 16
Avatar SANJAR TLEPIN
SANJAR TLEPIN
Avatar SANJAR TLEPIN
SANJAR TLEPIN
 0
Lecture 17 exercise 1 & 2
Avatar HOU CHENG LAM
HOU CHENG LAM
Avatar HOU CHENG LAM
HOU CHENG LAM
 0
Lecture 16 exercise 2
Avatar HOU CHENG LAM
HOU CHENG LAM
Avatar HOU CHENG LAM
HOU CHENG LAM
 0
Lecture 16 exercise 1
Avatar HOU CHENG LAM
HOU CHENG LAM
Avatar HOU CHENG LAM
HOU CHENG LAM
 0
Lecture 17 - Boosting Classifier
Avatar NIKOLA BULAT
NIKOLA BULAT
Avatar NIKOLA BULAT
NIKOLA BULAT
 0
Lecture 18: clustering
Avatar DANIELE TRENTIN
DANIELE TRENTIN
Avatar DANIELE TRENTIN
DANIELE TRENTIN
 0
Customer segmentation model using k-means and hieralchical clustering
Avatar JUAN BAEZA RUIZ-HENESTROSA
JUAN BAEZA RUIZ-HENESTROSA
Avatar JUAN BAEZA RUIZ-HENESTROSA
JUAN BAEZA RUIZ-HENESTROSA
 0
Anomaly Detection
Avatar MOONES MOBARAKI
MOONES MOBARAKI
Avatar MOONES MOBARAKI
MOONES MOBARAKI
 0
Lecture 19: Exercise 1
Avatar DENNIS RODERMUND
DENNIS RODERMUND
Avatar DENNIS RODERMUND
DENNIS RODERMUND
 0
Lecture 17: Exercises
Avatar DENNIS RODERMUND
DENNIS RODERMUND
Avatar DENNIS RODERMUND
DENNIS RODERMUND
 0
Lecture 16: Naive Bias
Avatar DENNIS RODERMUND
DENNIS RODERMUND
Avatar DENNIS RODERMUND
DENNIS RODERMUND
 0
LECT10_11 - SVM Linear vs Polynomial kernel
Avatar DAVIDE VEZZARO
DAVIDE VEZZARO
Avatar DAVIDE VEZZARO
DAVIDE VEZZARO
 0
LECT14 - PCA from scratch
Avatar DAVIDE VEZZARO
DAVIDE VEZZARO
Avatar DAVIDE VEZZARO
DAVIDE VEZZARO
 0
Lecture17-StackingClassifier
Avatar SAHAR SHEIKHI
SAHAR SHEIKHI
Avatar SAHAR SHEIKHI
SAHAR SHEIKHI
 0
Lecture 17- Bagging Classifier
Avatar SAHAR SHEIKHI
SAHAR SHEIKHI
Avatar SAHAR SHEIKHI
SAHAR SHEIKHI
 0
lecture 20
Avatar MAHSHAD GOLAFSHAN
MAHSHAD GOLAFSHAN
Avatar MAHSHAD GOLAFSHAN
MAHSHAD GOLAFSHAN
 0
Kernel k-means
Avatar MARTA GREGGIO
MARTA GREGGIO
Avatar MARTA GREGGIO
MARTA GREGGIO
 0
Recommendation system with Netflix dataset
Avatar JANARDHAN JAYACHANDRA KAMMATH
JANARDHAN JAYACHANDRA KAMMATH
Avatar JANARDHAN JAYACHANDRA KAMMATH
JANARDHAN JAYACHANDRA KAMMATH
 0
lec 18 - Clustering
Avatar MARTA GREGGIO
MARTA GREGGIO
Avatar MARTA GREGGIO
MARTA GREGGIO
 0
lec 20 - knn on movielens
Avatar MARTA GREGGIO
MARTA GREGGIO
Avatar MARTA GREGGIO
MARTA GREGGIO
 0
Naive Bayes for textual documents
Avatar MARTA GREGGIO
MARTA GREGGIO
Avatar MARTA GREGGIO
MARTA GREGGIO
 0
Decision tree
Avatar MARTA GREGGIO
MARTA GREGGIO
Avatar MARTA GREGGIO
MARTA GREGGIO
 0
DTs
Avatar SHAKIBA FARJOOD FASHALAMI
SHAKIBA FARJOOD FASHALAMI
Avatar SHAKIBA FARJOOD FASHALAMI
SHAKIBA FARJOOD FASHALAMI
 0
Naive Bayes
Avatar SHAKIBA FARJOOD FASHALAMI
SHAKIBA FARJOOD FASHALAMI
Avatar SHAKIBA FARJOOD FASHALAMI
SHAKIBA FARJOOD FASHALAMI
 0
Lecture 16
Avatar DANIELE TRENTIN
DANIELE TRENTIN
Avatar DANIELE TRENTIN
DANIELE TRENTIN
 0
Lecture 17
Avatar DANIELE TRENTIN
DANIELE TRENTIN
Avatar DANIELE TRENTIN
DANIELE TRENTIN
 0
DBSCAN: a density-based unsupervised clustering algorithm
Avatar LORENZO D'ANTONI
LORENZO D'ANTONI
Avatar LORENZO D'ANTONI
LORENZO D'ANTONI
 0
Lecture 14: PCA on Iris dataset
Avatar DANIELE TRENTIN
DANIELE TRENTIN
Avatar DANIELE TRENTIN
DANIELE TRENTIN
 0
Lecture 13: bias and variance evaluation
Avatar DANIELE TRENTIN
DANIELE TRENTIN
Avatar DANIELE TRENTIN
DANIELE TRENTIN
 0
A complete Neural Network
Avatar SYED RIAZ RAZA
SYED RIAZ RAZA
Avatar SYED RIAZ RAZA
SYED RIAZ RAZA
 0
Lec7 - Exercise - Proof
Avatar SYED FAHAD HASSAN
SYED FAHAD HASSAN
Avatar SYED FAHAD HASSAN
SYED FAHAD HASSAN
 0
Lec8 - Exercise 1 - Proof "σ′(y) = σ(y)(1 −σ(y))"
Avatar SYED FAHAD HASSAN
SYED FAHAD HASSAN
Avatar SYED FAHAD HASSAN
SYED FAHAD HASSAN
 0
Naive Bayes and other classifiers comparison.
Avatar ANDREA FAVERO
ANDREA FAVERO
Avatar ANDREA FAVERO
ANDREA FAVERO
 0
Clustering
Avatar SARA FEIZYAB
SARA FEIZYAB
Avatar SARA FEIZYAB
SARA FEIZYAB
 0
Lec5 - Exercise - Computing DT with Boolean functions using ID3
Avatar SYED FAHAD HASSAN
SYED FAHAD HASSAN
Avatar SYED FAHAD HASSAN
SYED FAHAD HASSAN
 0
PCA applied to IRIS dataset
Avatar JACOB ALEXANDER K GERNAY
JACOB ALEXANDER K GERNAY
Avatar JACOB ALEXANDER K GERNAY
JACOB ALEXANDER K GERNAY
 0
Exercise - Lec4 "VC-Dimension of other hypothesis spaces"
Avatar SYED FAHAD HASSAN
SYED FAHAD HASSAN
Avatar SYED FAHAD HASSAN
SYED FAHAD HASSAN
 0
Exercise 2 - Lec3 "Polynomial regression using the Ridge Regression method"
Avatar SYED FAHAD HASSAN
SYED FAHAD HASSAN
Avatar SYED FAHAD HASSAN
SYED FAHAD HASSAN
 0
Testing the Naive Bayes Classifier on 20newsgroups
Avatar JUAN BAEZA RUIZ-HENESTROSA
JUAN BAEZA RUIZ-HENESTROSA
Avatar JUAN BAEZA RUIZ-HENESTROSA
JUAN BAEZA RUIZ-HENESTROSA
 0
Testing ensemble methods on the Predict Diabetes dataset
Avatar JUAN BAEZA RUIZ-HENESTROSA
JUAN BAEZA RUIZ-HENESTROSA
Avatar JUAN BAEZA RUIZ-HENESTROSA
JUAN BAEZA RUIZ-HENESTROSA
 0
Classifiers comparison
Avatar SARA FEIZYAB
SARA FEIZYAB
Avatar SARA FEIZYAB
SARA FEIZYAB
 0
effect of using PCA improperly
Avatar MOHAMMAD HOSSEINIPOUR
MOHAMMAD HOSSEINIPOUR
Avatar MOHAMMAD HOSSEINIPOUR
MOHAMMAD HOSSEINIPOUR
 0
Hierarchical Clustering on IRIS Dataset
Avatar MOHAMMAD HOSSEINIPOUR
MOHAMMAD HOSSEINIPOUR
Avatar MOHAMMAD HOSSEINIPOUR
MOHAMMAD HOSSEINIPOUR
 0
RandomForest on Diabetes Dataset
Avatar MOHAMMAD HOSSEINIPOUR
MOHAMMAD HOSSEINIPOUR
Avatar MOHAMMAD HOSSEINIPOUR
MOHAMMAD HOSSEINIPOUR
 0
Lesson 3
Avatar CECILIA FIGUERAS TELLEZ
CECILIA FIGUERAS TELLEZ
Avatar CECILIA FIGUERAS TELLEZ
CECILIA FIGUERAS TELLEZ
 0
Kmeans on Banknote Dataset
Avatar MOHAMMAD HOSSEINIPOUR
MOHAMMAD HOSSEINIPOUR
Avatar MOHAMMAD HOSSEINIPOUR
MOHAMMAD HOSSEINIPOUR
 0