Ingredients of Deep Learning Algorithms, part 2
Daniel O'Connor
Ingredients of Deep Learning Algorithms, part 2
42:21
My standup comedy debut
Daniel O'Connor
My standup comedy debut
3:36
Stars (Ariana Grande)
Daniel O'Connor
Stars (Ariana Grande)
2:58
The Ingredients of Deep Learning Algorithms (Part 1)
Daniel O'Connor
The Ingredients of Deep Learning Algorithms (Part 1)
40:54
Introduction to decision trees
Daniel O'Connor
Introduction to decision trees
30:08
Implementing a Lasso solver from scratch in Python
Daniel O'Connor
Implementing a Lasso solver from scratch in Python
24:11
Dogs vs. Cats 2: Transfer learning using Keras
Daniel O'Connor
Dogs vs. Cats 2: Transfer learning using Keras
16:55
Dogs vs. Cats: Data augmentation using Keras
Daniel O'Connor
Dogs vs. Cats: Data augmentation using Keras
20:31
Setting up triple integrals
Daniel O'Connor
Setting up triple integrals
38:13
The proximal operator of the L1 norm
Daniel O'Connor
The proximal operator of the L1 norm
44:08
The Lasso problem: Using L1 regularization for feature selection
Daniel O'Connor
The Lasso problem: Using L1 regularization for feature selection
17:11
Observing the effect of regularization (including Dropout)
Daniel O'Connor
Observing the effect of regularization (including Dropout)
10:33
Office hours: Integrating over a type II region
Daniel O'Connor
Office hours: Integrating over a type II region
4:44
Introduction to convolutional neural networks
Daniel O'Connor
Introduction to convolutional neural networks
10:01
The max-pooling operation
Daniel O'Connor
The max-pooling operation
1:22
Edge detection: an example of how the convolution operation is useful
Daniel O'Connor
Edge detection: an example of how the convolution operation is useful
8:51
The convolution operation in machine learning
Daniel O'Connor
The convolution operation in machine learning
7:17
Using the Fundamental Strategy of Calculus to discover the chain rule
Daniel O'Connor
Using the Fundamental Strategy of Calculus to discover the chain rule
45:31
Regularization and a recipe for machine learning algorithms
Daniel O'Connor
Regularization and a recipe for machine learning algorithms
25:18
Fubini's theorem for triple integrals
Daniel O'Connor
Fubini's theorem for triple integrals
9:50
Introduction to triple integrals
Daniel O'Connor
Introduction to triple integrals
7:46
Three examples of double integrals using polar coordinates
Daniel O'Connor
Three examples of double integrals using polar coordinates
14:39
Training a neural network to predict housing prices using TensorFlow
Daniel O'Connor
Training a neural network to predict housing prices using TensorFlow
23:05
Integrating over a polar region
Daniel O'Connor
Integrating over a polar region
18:02
Integration using polar coordinates
Daniel O'Connor
Integration using polar coordinates
15:02
Introduction to polar coordinates
Daniel O'Connor
Introduction to polar coordinates
9:00
Classifying Reuters newswires using Tensorflow
Daniel O'Connor
Classifying Reuters newswires using Tensorflow
25:15
Examples of integrating a function f(x,y) over a region of type 1 or type 2
Daniel O'Connor
Examples of integrating a function f(x,y) over a region of type 1 or type 2
23:53
Training a neural network to classify IMDB movie reviews using tensorflow
Daniel O'Connor
Training a neural network to classify IMDB movie reviews using tensorflow
42:16
Introduction to neural networks and tensorflow
Daniel O'Connor
Introduction to neural networks and tensorflow
29:12
Evaluating double integrals over Type I and Type II regions.
Daniel O'Connor
Evaluating double integrals over Type I and Type II regions.
15:21
Three examples of using Fubini's theorem to evaluate a double integral
Daniel O'Connor
Three examples of using Fubini's theorem to evaluate a double integral
16:19
Using Google Colab and Installing tensorflow on macOS using Conda
Daniel O'Connor
Using Google Colab and Installing tensorflow on macOS using Conda
8:56
Implementing multiclass logistic regression from scratch (using stochastic gradient descent)
Daniel O'Connor
Implementing multiclass logistic regression from scratch (using stochastic gradient descent)
1:15:40
Example of using Fubini's theorem to integrate a function over a rectangle
Daniel O'Connor
Example of using Fubini's theorem to integrate a function over a rectangle
6:16
Expressing an integral over a rectangle as an iterated integral (Fubini's theorem)
Daniel O'Connor
Expressing an integral over a rectangle as an iterated integral (Fubini's theorem)
7:02
A physical interpretation of integration (computing mass from density)
Daniel O'Connor
A physical interpretation of integration (computing mass from density)
3:19
Interpreting integral as volume of region under a surface
Daniel O'Connor
Interpreting integral as volume of region under a surface
2:40
Integrating a function of two variables
Daniel O'Connor
Integrating a function of two variables
5:17
Integrating a function of a single variable
Daniel O'Connor
Integrating a function of a single variable
7:17
Braid epilogue -- Falling through platform
Daniel O'Connor
Braid epilogue -- Falling through platform
0:32
inpaintingLena
Daniel O'Connor
inpaintingLena
0:11
Calculus explained
Daniel O'Connor
Calculus explained
3:27
curiousSnakesColorAndMotion taxiFailure
Daniel O'Connor
curiousSnakesColorAndMotion taxiFailure
0:28
curiousSnakesColorAndMotion_taxiSuccess.avi
Daniel O'Connor
curiousSnakesColorAndMotion_taxiSuccess.avi
0:20
flowGardenReduced_innerVelocityOnly.avi
Daniel O'Connor
flowGardenReduced_innerVelocityOnly.avi
1:41
bus_motionAndColor_expDist.avi
Daniel O'Connor
bus_motionAndColor_expDist.avi
0:07
intersection_motionAndColor1.avi
Daniel O'Connor
intersection_motionAndColor1.avi
0:11
flowerGarden_motionAndColor.avi
Daniel O'Connor
flowerGarden_motionAndColor.avi
0:08
chanVeseRedFlowers_GMM_full_cyan2.avi
Daniel O'Connor
chanVeseRedFlowers_GMM_full_cyan2.avi
0:34
chanVeseRedFlowers_GMM.avi
Daniel O'Connor
chanVeseRedFlowers_GMM.avi
0:51
chanVeseRedFlowersFail.avi
Daniel O'Connor
chanVeseRedFlowersFail.avi
0:51
flowerGardenMotionComp1.avi
Daniel O'Connor
flowerGardenMotionComp1.avi
0:08
flower garden (motion competition, coarse-to-fine velocity estimates)
Daniel O'Connor
flower garden (motion competition, coarse-to-fine velocity estimates)
0:34
cameramotionSegMovie
Daniel O'Connor
cameramotionSegMovie
0:03
handSegMovie
Daniel O'Connor
handSegMovie
0:04
fishSegMovie.avi
Daniel O'Connor
fishSegMovie.avi
0:07
modifiedChanVese_heartFullUpperLeft.avi
Daniel O'Connor
modifiedChanVese_heartFullUpperLeft.avi
0:07
modifiedChanVese_heartFullLowerRight.avi
Daniel O'Connor
modifiedChanVese_heartFullLowerRight.avi
0:07
modifiedChanVese_heartReducedLowerRight.avi
Daniel O'Connor
modifiedChanVese_heartReducedLowerRight.avi
0:07
modifiedChanVese_heartReducedUpperLeft.avi
Daniel O'Connor
modifiedChanVese_heartReducedUpperLeft.avi
0:11
modifiedChanVese_flatwormExample.avi
Daniel O'Connor
modifiedChanVese_flatwormExample.avi
0:14
modifiedChanVeseExample002_seedGrows.avi
Daniel O'Connor
modifiedChanVeseExample002_seedGrows.avi
0:04
modifiedMotionCompetitionExampleBus001.avi
Daniel O'Connor
modifiedMotionCompetitionExampleBus001.avi
0:17
modifiedMotionCompetitionExample001.avi
Daniel O'Connor
modifiedMotionCompetitionExample001.avi
0:21
modifiedChanVeseExample001_5fps.avi
Daniel O'Connor
modifiedChanVeseExample001_5fps.avi
0:21
intersectionMotCompRedistanceGenericCircle_Feb4_2010.avi
Daniel O'Connor
intersectionMotCompRedistanceGenericCircle_Feb4_2010.avi
0:11
retinaChanVese.avi
Daniel O'Connor
retinaChanVese.avi
0:21
chanVeseTaxi_level.avi
Daniel O'Connor
chanVeseTaxi_level.avi
0:34
intersection_dt1_level.avi
Daniel O'Connor
intersection_dt1_level.avi
0:34
chanVeseBasic_level.avi
Daniel O'Connor
chanVeseBasic_level.avi
0:20
bus_dt1_ThirtyFPS_level.avi
Daniel O'Connor
bus_dt1_ThirtyFPS_level.avi
0:51
motionCompFixedLookoutVenezia threefps
Daniel O'Connor
motionCompFixedLookoutVenezia threefps
0:09
coastguard motionCompFixedLookout
Daniel O'Connor
coastguard motionCompFixedLookout
0:05
twoPhase Failure
Daniel O'Connor
twoPhase Failure
0:41
singlePhaseTriesEightMotionData
Daniel O'Connor
singlePhaseTriesEightMotionData
0:27
faces 152 153 172 unwarpedEvolution
Daniel O'Connor
faces 152 153 172 unwarpedEvolution
0:34
face172unwarpedEvolution
Daniel O'Connor
face172unwarpedEvolution
0:31
face153unwarpedEvolution
Daniel O'Connor
face153unwarpedEvolution
0:31
face152unwarpedEvolution
Daniel O'Connor
face152unwarpedEvolution
0:31
faces 152 153 172 evolution
Daniel O'Connor
faces 152 153 172 evolution
0:34
eightMotionsThreeCircles (nonconvergence)
Daniel O'Connor
eightMotionsThreeCircles (nonconvergence)
0:35
eightMotionsManyCircles (nonconvergence)
Daniel O'Connor
eightMotionsManyCircles (nonconvergence)
0:35
multiphaseUC nonconvergence
Daniel O'Connor
multiphaseUC nonconvergence
0:11
multiphaseUCL
Daniel O'Connor
multiphaseUCL
0:09
manyCirclesRed
Daniel O'Connor
manyCirclesRed
0:21
oneCircleRed
Daniel O'Connor
oneCircleRed
0:21