Discussion Forum & Activities

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Discussion	Started by	Last post	Replies
Lecture 14	SAHAR SHEIKHI 29 Nov 2022	SAHAR SHEIKHI 29 Nov 2022	0
Lecture 14	NILA AKBARI 29 Nov 2022	NILA AKBARI 29 Nov 2022	0
Lecture 13: bias and variance evaluation	DANIELE TRENTIN 2 Jan 2023	DANIELE TRENTIN 2 Jan 2023	0
Lecture 13 Exercise 2	HOU CHENG LAM 22 Nov 2022	HOU CHENG LAM 22 Nov 2022	0
Lecture 13 Bias and Variance	DENNIS RODERMUND 28 Nov 2022	DENNIS RODERMUND 28 Nov 2022	0
Lecture 13 - To Show the Effect that Overfitting and Underfitting have on Variance and Bias¶	AVA LOUISE FINNEGAN 22 Nov 2022	AVA LOUISE FINNEGAN 22 Nov 2022	0
Lecture 13 - Bias and Variance evaluation	NICOLÒ PREDENZ 30 Dec 2022	NICOLÒ PREDENZ 30 Dec 2022	0
Lecture 12: Titanic preprocessing	DANIELE TRENTIN 26 Dec 2022	DANIELE TRENTIN 26 Dec 2022	0
Lecture 12: preprocess Titanic dataset	LORENZO D'ANTONI 24 Nov 2022	LORENZO D'ANTONI 24 Nov 2022	0
Lecture 12 Titanic Preprocessing	DAVIDE ALBIERO 29 Nov 2022	DAVIDE ALBIERO 29 Nov 2022	0
Lecture 12 titanic	DAICHI ANDO 30 Nov 2022	DAICHI ANDO 30 Nov 2022	0
Lecture 12 Titanic	DENNIS RODERMUND 23 Nov 2022	DENNIS RODERMUND 23 Nov 2022	0
Lecture 12 Ranged Type Variables Representation	DENNIS RODERMUND 3 Dec 2022	DENNIS RODERMUND 3 Dec 2022	0
Lecture 12 range-type variables	HANNANE HABIBI 30 Nov 2022	HANNANE HABIBI 30 Nov 2022	0
Lecture 12 range-type variable representation	NILA AKBARI 30 Nov 2022	NILA AKBARI 30 Nov 2022	0
lecture 12 model selection on TITANIC dataset	SAHAR SHEIKHI 23 Nov 2022	SAHAR SHEIKHI 23 Nov 2022	0
Lecture 12 Exercise 3	HOU CHENG LAM 19 Nov 2022	HOU CHENG LAM 19 Nov 2022	0
Lecture 12 exercise 2	SANJAR TLEPIN 8 Dec 2022	SANJAR TLEPIN 8 Dec 2022	0
Lecture 12 Exercise 2	HOU CHENG LAM 19 Nov 2022	HOU CHENG LAM 19 Nov 2022	0
Lecture 12 - Titanic KNN	MARIJA NENADIĆ 20 Nov 2022	MARIJA NENADIĆ 20 Nov 2022	0
Lecture 12 - Titanic Dataset	Salvatore Gatto 20 Nov 2022	Salvatore Gatto 20 Nov 2022	0
Lecture 12 - Exercises 2-3	ALESSANDRO RESTA 22 Nov 2022	ALESSANDRO RESTA 22 Nov 2022	0
Lecture 12 - Churn data set	NIKOLA BULAT 19 Nov 2022	NIKOLA BULAT 19 Nov 2022	0
Lecture 12 (I)	CECILIA FIGUERAS TELLEZ 30 Dec 2022	CECILIA FIGUERAS TELLEZ 30 Dec 2022	0
Lecture 12	MAHSHAD GOLAFSHAN 28 Nov 2022	MAHSHAD GOLAFSHAN 28 Nov 2022	0
Lecture 10: SVM	DAICHI ANDO 28 Nov 2022	DAICHI ANDO 28 Nov 2022	0
Lecture 10/11, SVM VS NN	MAHSHAD GOLAFSHAN 28 Nov 2022	MAHSHAD GOLAFSHAN 28 Nov 2022	0
Lecture 10/11 Activities	DENNIS RODERMUND 3 Dec 2022	DENNIS RODERMUND 3 Dec 2022	0
Lecture 10 - SVM optimization problem	NIKOLA BULAT 18 Nov 2022	NIKOLA BULAT 16 Jan 2023	2
lecture 09 backprop for multilayer NNs	SAHAR SHEIKHI 23 Nov 2022	SAHAR SHEIKHI 23 Nov 2022	0
Lecture 08_NN-Exercise	HANNANE HABIBI 30 Oct 2022	HANNANE HABIBI 30 Oct 2022	0
Lecture 08 Derivation	DAVIDE ALBIERO 26 Oct 2022	DAVIDE ALBIERO 26 Oct 2022	0
Lecture 08 - Sigmoid derivative proof	NIKOLA BULAT 30 Oct 2022	NIKOLA BULAT 30 Oct 2022	0
lecture 08	SAHAR SHEIKHI 30 Oct 2022	SAHAR SHEIKHI 30 Oct 2022	0
Lecture 07, perceptron based multi_layer networks with hard thresholds	MOHAMMAD HOSSEINIPOUR 26 Oct 2022	MOHAMMAD HOSSEINIPOUR 26 Oct 2022	0
lecture 07, NOT perceptron	MOHAMMAD HOSSEINIPOUR 26 Oct 2022	MOHAMMAD HOSSEINIPOUR 26 Oct 2022	0
Lecture 07 Perceptron for NOT, A XOR B and A &&! B	DAVIDE ALBIERO 26 Oct 2022	DAVIDE ALBIERO 26 Oct 2022	0
Lecture 07 Perceptron	HANNANE HABIBI 30 Oct 2022	HANNANE HABIBI 30 Oct 2022	0
Lecture 07 - Perceptron boolean functions	NIKOLA BULAT 29 Oct 2022	NIKOLA BULAT 29 Oct 2022	0
Lecture 07 - Boolean Functions with multi-layer NN	NICOLÒ PREDENZ 24 Oct 2022	NICOLÒ PREDENZ 24 Oct 2022	0
Lecture 07 (ANN)	SAHAR SHEIKHI 29 Oct 2022	SAHAR SHEIKHI 29 Oct 2022	0
Lecture 06 - Theory and sklearn DTs comparison	NIKOLA BULAT 28 Oct 2022	NIKOLA BULAT 28 Oct 2022	0
Lecture 06 - Comparison ID3 CART	DAVIDE ALBIERO 28 Oct 2022	DAVIDE ALBIERO 28 Oct 2022	0
Lecture 06	HOU CHENG LAM 5 Nov 2022	HOU CHENG LAM 5 Nov 2022	0
Lecture 05 ID3	HANNANE HABIBI 30 Oct 2022	HANNANE HABIBI 30 Oct 2022	0
Lecture 05 Exercise - Compute DT for Boolean formulas	NIKOLA BULAT 24 Oct 2022	NIKOLA BULAT 24 Oct 2022	0
lecture 05 DTs	SAHAR SHEIKHI 29 Oct 2022	SAHAR SHEIKHI 29 Oct 2022	0
Lecture 05 Decision Tree Boolean Formulas	NIKOLA ANDRIĆ MITROVIĆ 27 Oct 2022	NIKOLA ANDRIĆ MITROVIĆ 27 Oct 2022	0
Lecture 05 Decision Tree boolean formula	DAVIDE ALBIERO 25 Oct 2022	DAVIDE ALBIERO 25 Oct 2022	0
lecture 04, VC dimension	HANNANE HABIBI 30 Oct 2022	HANNANE HABIBI 30 Oct 2022	0
lecture 04 VC-Dimension (Axis-Aligned Rectangles)	SAHAR SHEIKHI 24 Oct 2022	SAHAR SHEIKHI 24 Oct 2022	0
Lecture 04 VC-Dimension	DAVIDE ALBIERO 26 Oct 2022	DAVIDE ALBIERO 26 Oct 2022	0
Lecture 03 Exercise - Consider the hypothesis spaces	NIKOLA BULAT 16 Oct 2022	NIKOLA BULAT 16 Oct 2022	0
Lecture 03 Ex 2	HOU CHENG LAM 5 Nov 2022	HOU CHENG LAM 7 Nov 2022	1
Lectture 14 - Exercise CNNs on CIFAR dataset	ALESSANDRO RESTA 26 Nov 2022	ALESSANDRO RESTA 26 Nov 2022	0
LECT20 - A MF recommender system based on LightFM .ipynb	DAVIDE VEZZARO 27 Dec 2022	DAVIDE VEZZARO 27 Dec 2022	0
LECT18 - Density Based Clustering and non spherical point cloud	DAVIDE VEZZARO 23 Dec 2022	DAVIDE VEZZARO 23 Dec 2022	0
LECT17 - Bagging reduces the average variance	DAVIDE VEZZARO 20 Dec 2022	DAVIDE VEZZARO 20 Dec 2022	0
Lect14-PCA on Iris dataset	LUIGI BORRIELLO 30 Nov 2022	LUIGI BORRIELLO 30 Nov 2022	0
LECT14 - Simple CNN on MNIST dataset using Keras	DAVIDE VEZZARO 30 Nov 2022	DAVIDE VEZZARO 30 Nov 2022	0
LECT14 - PCA from scratch	DAVIDE VEZZARO 6 Jan 2023	DAVIDE VEZZARO 6 Jan 2023	0
Lect12-Numeric variables vs ad-hoc encoding	LUIGI BORRIELLO 30 Nov 2022	LUIGI BORRIELLO 30 Nov 2022	0
LECT12 - Preprocessing Titanic dataset	DAVIDE VEZZARO 21 Nov 2022	DAVIDE VEZZARO 21 Nov 2022	0
LECT10_11 - SVM Linear vs Polynomial kernel	DAVIDE VEZZARO 6 Jan 2023	DAVIDE VEZZARO 6 Jan 2023	0
Lect07-Perceptron_algorithm	LUIGI BORRIELLO 30 Nov 2022	LUIGI BORRIELLO 30 Nov 2022	0
LECT07 - XOR gate	DAVIDE VEZZARO 31 Oct 2022	DAVIDE VEZZARO 31 Oct 2022	0
LECT07 - Implementation of perceptron algorithm	DAVIDE VEZZARO 5 Nov 2022	DAVIDE VEZZARO 5 Nov 2022	0
LECT05-ID3 on boolean formulas explained	DAVIDE VEZZARO 11 Nov 2022	DAVIDE VEZZARO 11 Nov 2022	0
Lect 12 - Preprocess data using Titanic dataset	LUIGI BORRIELLO 21 Nov 2022	LUIGI BORRIELLO 21 Nov 2022	0
Lec9 Exercise	MOHAMMADREZA REZAEI FEYZABADY 11 Nov 2022	MOHAMMADREZA REZAEI FEYZABADY 11 Nov 2022	0
Lec8-Excersies	MOHAMMADREZA REZAEI FEYZABADY 1 Nov 2022	MOHAMMADREZA REZAEI FEYZABADY 1 Nov 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
Lec7- Exercises	MOHAMMADREZA REZAEI FEYZABADY 1 Nov 2022	MOHAMMADREZA REZAEI FEYZABADY 1 Nov 2022	0
Lec7 Exercises	AMIR SADEGHI 2 Nov 2022	AMIR SADEGHI 2 Nov 2022	0
Lec7 - Exercise - Proof	SYED FAHAD HASSAN 31 Dec 2022	SYED FAHAD HASSAN 31 Dec 2022	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
Lec5 - Exercise - Computing DT with Boolean functions using ID3	SYED FAHAD HASSAN 31 Dec 2022	SYED FAHAD HASSAN 31 Dec 2022	0
Lec4: VC-dimension	MOHAMMADREZA REZAEI FEYZABADY 14 Oct 2022	MOHAMMADREZA REZAEI FEYZABADY 14 Oct 2022	0
lec4 - Exercise	AHMAD KARAMI 27 Oct 2022	AHMAD KARAMI 27 Oct 2022	0
lec4 - Exercise	AHMAD KARAMI 22 Oct 2022	AHMAD KARAMI 22 Oct 2022	0
Lec3: Ridge regression and hypothesis spaces	MOHAMMADREZA REZAEI FEYZABADY 14 Oct 2022	MOHAMMADREZA REZAEI FEYZABADY 14 Oct 2022	0
Lec3 Activity: Ridge Regression	DENNIS RODERMUND 16 Oct 2022	DENNIS RODERMUND 16 Oct 2022	0
Lec3 - Exercise part 1	AHMAD KARAMI 22 Oct 2022	AHMAD KARAMI 22 Oct 2022	0
Lec-8 Ex2 - "Delta rule optimization with linear/sigmoidal activation"	SYED FAHAD HASSAN 19 Jan 2023	SYED FAHAD HASSAN 19 Jan 2023	0
Lec-12 Preprocessing Titanic Dataset	RICCARDO CAPPI 16 Nov 2022	RICCARDO CAPPI 16 Nov 2022	0
Lec 8 Exercises	AMIR SADEGHI 2 Nov 2022	AMIR SADEGHI 2 Nov 2022	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
lec 20 - knn on movielens	MARTA GREGGIO 4 Jan 2023	MARTA GREGGIO 4 Jan 2023	0
lec 18 - Clustering	MARTA GREGGIO 4 Jan 2023	MARTA GREGGIO 4 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 07 Coefficient η	HOU CHENG LAM 5 Nov 2022	HOU CHENG LAM 5 Nov 2022	0
Learning rate	MOONES MOBARAKI 14 Jan 2023	MOONES MOBARAKI 14 Jan 2023	0
L9Ex2 - Hidden Layer Representation	FILIPPO FANTINATO 4 Nov 2022	FILIPPO FANTINATO 4 Nov 2022	0
L19 - Movie Lens	CRISTIANO PANIGHEL 22 Dec 2022	CRISTIANO PANIGHEL 22 Dec 2022	0
L17 - Ensemble Classifier	CRISTIANO PANIGHEL 16 Dec 2022	CRISTIANO PANIGHEL 16 Dec 2022	0
L16 - Comparison Naive Bayes classifier with other classifiers	CRISTIANO PANIGHEL 6 Dec 2022	CRISTIANO PANIGHEL 6 Dec 2022	0

Lecture 14

SAHAR SHEIKHI

29 Nov 2022

SAHAR SHEIKHI

29 Nov 2022

0

Lecture 14

NILA AKBARI

29 Nov 2022

NILA AKBARI

29 Nov 2022

0

Lecture 13: bias and variance evaluation

DANIELE TRENTIN

2 Jan 2023

DANIELE TRENTIN

2 Jan 2023

0

Lecture 13 Exercise 2

HOU CHENG LAM

22 Nov 2022

HOU CHENG LAM

22 Nov 2022

0

Lecture 13 Bias and Variance

DENNIS RODERMUND

28 Nov 2022

DENNIS RODERMUND

28 Nov 2022

0

Lecture 13 - To Show the Effect that Overfitting and Underfitting have on Variance and Bias¶

AVA LOUISE FINNEGAN

22 Nov 2022

AVA LOUISE FINNEGAN

22 Nov 2022

0

Lecture 13 - Bias and Variance evaluation

NICOLÒ PREDENZ

30 Dec 2022

NICOLÒ PREDENZ

30 Dec 2022

0

Lecture 12: Titanic preprocessing

DANIELE TRENTIN

26 Dec 2022

DANIELE TRENTIN

26 Dec 2022

0

Lecture 12: preprocess Titanic dataset

LORENZO D'ANTONI

24 Nov 2022

LORENZO D'ANTONI

24 Nov 2022

0

Lecture 12 Titanic Preprocessing

DAVIDE ALBIERO

29 Nov 2022

DAVIDE ALBIERO

29 Nov 2022

0

Lecture 12 titanic

DAICHI ANDO

30 Nov 2022

DAICHI ANDO

30 Nov 2022

0

Lecture 12 Titanic

DENNIS RODERMUND

23 Nov 2022

DENNIS RODERMUND

23 Nov 2022

0

Lecture 12 Ranged Type Variables Representation

DENNIS RODERMUND

3 Dec 2022

DENNIS RODERMUND

3 Dec 2022

0

Lecture 12 range-type variables

HANNANE HABIBI

30 Nov 2022

HANNANE HABIBI

30 Nov 2022

0

Lecture 12 range-type variable representation

NILA AKBARI

30 Nov 2022

NILA AKBARI

30 Nov 2022

0

lecture 12 model selection on TITANIC dataset

SAHAR SHEIKHI

23 Nov 2022

SAHAR SHEIKHI

23 Nov 2022

0

Lecture 12 Exercise 3

HOU CHENG LAM

19 Nov 2022

HOU CHENG LAM

19 Nov 2022

0

Lecture 12 exercise 2

SANJAR TLEPIN

8 Dec 2022

SANJAR TLEPIN

8 Dec 2022

0

Lecture 12 Exercise 2

HOU CHENG LAM

19 Nov 2022

HOU CHENG LAM

19 Nov 2022

0

Lecture 12 - Titanic KNN

MARIJA NENADIĆ

20 Nov 2022

MARIJA NENADIĆ

20 Nov 2022

0

Lecture 12 - Titanic Dataset

Salvatore Gatto

20 Nov 2022

Salvatore Gatto

20 Nov 2022

0

Lecture 12 - Exercises 2-3

ALESSANDRO RESTA

22 Nov 2022

ALESSANDRO RESTA

22 Nov 2022

0

Lecture 12 - Churn data set

NIKOLA BULAT

19 Nov 2022

NIKOLA BULAT

19 Nov 2022

0

Lecture 12 (I)

CECILIA FIGUERAS TELLEZ

30 Dec 2022

CECILIA FIGUERAS TELLEZ

30 Dec 2022

0

Lecture 12

MAHSHAD GOLAFSHAN

28 Nov 2022

MAHSHAD GOLAFSHAN

28 Nov 2022

0

Lecture 10: SVM

DAICHI ANDO

28 Nov 2022

DAICHI ANDO

28 Nov 2022

0

Lecture 10/11, SVM VS NN

MAHSHAD GOLAFSHAN

28 Nov 2022

MAHSHAD GOLAFSHAN

28 Nov 2022

0

Lecture 10/11 Activities

DENNIS RODERMUND

3 Dec 2022

DENNIS RODERMUND

3 Dec 2022

0

Lecture 10 - SVM optimization problem

NIKOLA BULAT

18 Nov 2022

NIKOLA BULAT

16 Jan 2023

2

lecture 09 backprop for multilayer NNs

SAHAR SHEIKHI

23 Nov 2022

SAHAR SHEIKHI

23 Nov 2022

0

Lecture 08_NN-Exercise

HANNANE HABIBI

30 Oct 2022

HANNANE HABIBI

30 Oct 2022

0

Lecture 08 Derivation

DAVIDE ALBIERO

26 Oct 2022

DAVIDE ALBIERO

26 Oct 2022

0

Lecture 08 - Sigmoid derivative proof

NIKOLA BULAT

30 Oct 2022

NIKOLA BULAT

30 Oct 2022

0

lecture 08

SAHAR SHEIKHI

30 Oct 2022

SAHAR SHEIKHI

30 Oct 2022

0

Lecture 07, perceptron based multi_layer networks with hard thresholds

MOHAMMAD HOSSEINIPOUR

26 Oct 2022

MOHAMMAD HOSSEINIPOUR

26 Oct 2022

0

lecture 07, NOT perceptron

MOHAMMAD HOSSEINIPOUR

26 Oct 2022

MOHAMMAD HOSSEINIPOUR

26 Oct 2022

0

Lecture 07 Perceptron for NOT, A XOR B and A &&! B

DAVIDE ALBIERO

26 Oct 2022

DAVIDE ALBIERO

26 Oct 2022

0

Lecture 07 Perceptron

HANNANE HABIBI

30 Oct 2022

HANNANE HABIBI

30 Oct 2022

0

Lecture 07 - Perceptron boolean functions

NIKOLA BULAT

29 Oct 2022

NIKOLA BULAT

29 Oct 2022

0

Lecture 07 - Boolean Functions with multi-layer NN

NICOLÒ PREDENZ

24 Oct 2022

NICOLÒ PREDENZ

24 Oct 2022

0

Lecture 07 (ANN)

SAHAR SHEIKHI

29 Oct 2022

SAHAR SHEIKHI

29 Oct 2022

0

Lecture 06 - Theory and sklearn DTs comparison

NIKOLA BULAT

28 Oct 2022

NIKOLA BULAT

28 Oct 2022

0

Lecture 06 - Comparison ID3 CART

DAVIDE ALBIERO

28 Oct 2022

DAVIDE ALBIERO

28 Oct 2022

0

Lecture 06

HOU CHENG LAM

5 Nov 2022

HOU CHENG LAM

5 Nov 2022

0

Lecture 05 ID3

HANNANE HABIBI

30 Oct 2022

HANNANE HABIBI

30 Oct 2022

0

Lecture 05 Exercise - Compute DT for Boolean formulas

NIKOLA BULAT

24 Oct 2022

NIKOLA BULAT

24 Oct 2022

0

lecture 05 DTs

SAHAR SHEIKHI

29 Oct 2022

SAHAR SHEIKHI

29 Oct 2022

0

Lecture 05 Decision Tree Boolean Formulas

NIKOLA ANDRIĆ MITROVIĆ

27 Oct 2022

NIKOLA ANDRIĆ MITROVIĆ

27 Oct 2022

0

Lecture 05 Decision Tree boolean formula

DAVIDE ALBIERO

25 Oct 2022

DAVIDE ALBIERO

25 Oct 2022

0

lecture 04, VC dimension

HANNANE HABIBI

30 Oct 2022

HANNANE HABIBI

30 Oct 2022

0

lecture 04 VC-Dimension (Axis-Aligned Rectangles)

SAHAR SHEIKHI

24 Oct 2022

SAHAR SHEIKHI

24 Oct 2022

0

Lecture 04 VC-Dimension

DAVIDE ALBIERO

26 Oct 2022

DAVIDE ALBIERO

26 Oct 2022

0

Lecture 03 Exercise - Consider the hypothesis spaces

NIKOLA BULAT

16 Oct 2022

NIKOLA BULAT

16 Oct 2022

0

Lecture 03 Ex 2

HOU CHENG LAM

5 Nov 2022

HOU CHENG LAM

7 Nov 2022

1

Lectture 14 - Exercise CNNs on CIFAR dataset

ALESSANDRO RESTA

26 Nov 2022

ALESSANDRO RESTA

26 Nov 2022

0

LECT20 - A MF recommender system based on LightFM .ipynb

DAVIDE VEZZARO

27 Dec 2022

DAVIDE VEZZARO

27 Dec 2022

0

LECT18 - Density Based Clustering and non spherical point cloud

DAVIDE VEZZARO

23 Dec 2022

DAVIDE VEZZARO

23 Dec 2022

0

LECT17 - Bagging reduces the average variance

DAVIDE VEZZARO

20 Dec 2022

DAVIDE VEZZARO

20 Dec 2022

0

Lect14-PCA on Iris dataset

LUIGI BORRIELLO

30 Nov 2022

LUIGI BORRIELLO

30 Nov 2022

0

LECT14 - Simple CNN on MNIST dataset using Keras

DAVIDE VEZZARO

30 Nov 2022

DAVIDE VEZZARO

30 Nov 2022

0

LECT14 - PCA from scratch

DAVIDE VEZZARO

6 Jan 2023

DAVIDE VEZZARO

6 Jan 2023

0

Lect12-Numeric variables vs ad-hoc encoding

LUIGI BORRIELLO

30 Nov 2022

LUIGI BORRIELLO

30 Nov 2022

0

LECT12 - Preprocessing Titanic dataset

DAVIDE VEZZARO

21 Nov 2022

DAVIDE VEZZARO

21 Nov 2022

0

LECT10_11 - SVM Linear vs Polynomial kernel

DAVIDE VEZZARO

6 Jan 2023

DAVIDE VEZZARO

6 Jan 2023

0

Lect07-Perceptron_algorithm

LUIGI BORRIELLO

30 Nov 2022

LUIGI BORRIELLO

30 Nov 2022

0

LECT07 - XOR gate

DAVIDE VEZZARO

31 Oct 2022

DAVIDE VEZZARO

31 Oct 2022

0

LECT07 - Implementation of perceptron algorithm

DAVIDE VEZZARO

5 Nov 2022

DAVIDE VEZZARO

5 Nov 2022

0

LECT05-ID3 on boolean formulas explained

DAVIDE VEZZARO

11 Nov 2022

DAVIDE VEZZARO

11 Nov 2022

0

Lect 12 - Preprocess data using Titanic dataset

LUIGI BORRIELLO

21 Nov 2022

LUIGI BORRIELLO

21 Nov 2022

0

Lec9 Exercise

MOHAMMADREZA REZAEI FEYZABADY

11 Nov 2022

MOHAMMADREZA REZAEI FEYZABADY

11 Nov 2022

0

Lec8-Excersies

MOHAMMADREZA REZAEI FEYZABADY

1 Nov 2022

MOHAMMADREZA REZAEI FEYZABADY

1 Nov 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

Lec7- Exercises

MOHAMMADREZA REZAEI FEYZABADY

1 Nov 2022

MOHAMMADREZA REZAEI FEYZABADY

1 Nov 2022

0

Lec7 Exercises

AMIR SADEGHI

2 Nov 2022

AMIR SADEGHI

2 Nov 2022

0

Lec7 - Exercise - Proof

SYED FAHAD HASSAN

31 Dec 2022

SYED FAHAD HASSAN

31 Dec 2022

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

Lec5 - Exercise - Computing DT with Boolean functions using ID3

SYED FAHAD HASSAN

31 Dec 2022

SYED FAHAD HASSAN

31 Dec 2022

0

Lec4: VC-dimension

MOHAMMADREZA REZAEI FEYZABADY

14 Oct 2022

MOHAMMADREZA REZAEI FEYZABADY

14 Oct 2022

0

lec4 - Exercise

AHMAD KARAMI

27 Oct 2022

AHMAD KARAMI

27 Oct 2022

0

lec4 - Exercise

AHMAD KARAMI

22 Oct 2022

AHMAD KARAMI

22 Oct 2022

0

Lec3: Ridge regression and hypothesis spaces

MOHAMMADREZA REZAEI FEYZABADY

14 Oct 2022

MOHAMMADREZA REZAEI FEYZABADY

14 Oct 2022

0

Lec3 Activity: Ridge Regression

DENNIS RODERMUND

16 Oct 2022

DENNIS RODERMUND

16 Oct 2022

0

Lec3 - Exercise part 1

AHMAD KARAMI

22 Oct 2022

AHMAD KARAMI

22 Oct 2022

0

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

SYED FAHAD HASSAN

19 Jan 2023

SYED FAHAD HASSAN

19 Jan 2023

0

Lec-12 Preprocessing Titanic Dataset

RICCARDO CAPPI

16 Nov 2022

RICCARDO CAPPI

16 Nov 2022

0

Lec 8 Exercises

AMIR SADEGHI

2 Nov 2022

AMIR SADEGHI

2 Nov 2022

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

lec 20 - knn on movielens

MARTA GREGGIO

4 Jan 2023

MARTA GREGGIO

4 Jan 2023

0

lec 18 - Clustering

MARTA GREGGIO

4 Jan 2023

MARTA GREGGIO

4 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 07 Coefficient η

HOU CHENG LAM

5 Nov 2022

HOU CHENG LAM

5 Nov 2022

0

Learning rate

MOONES MOBARAKI

14 Jan 2023

MOONES MOBARAKI

14 Jan 2023

0

L9Ex2 - Hidden Layer Representation

FILIPPO FANTINATO

4 Nov 2022

FILIPPO FANTINATO

4 Nov 2022

0

L19 - Movie Lens

CRISTIANO PANIGHEL

22 Dec 2022

CRISTIANO PANIGHEL

22 Dec 2022

0

L17 - Ensemble Classifier

CRISTIANO PANIGHEL

16 Dec 2022

CRISTIANO PANIGHEL

16 Dec 2022

0

L16 - Comparison Naive Bayes classifier with other classifiers

CRISTIANO PANIGHEL

6 Dec 2022

CRISTIANO PANIGHEL

6 Dec 2022

0