Search for tag: "deep learning"

27 Media

05:54 Dropout 1: Definitions Dropout 1: Definitions	Dropout 1: Definitions Let's define the dropout algorithm (Google Drive). deep learning From Richard Sowers on 04/14/2021 206 plays 0
04:02 Recurrent Neural Networks 3: Long Short Term… Recurrent Neural Networks 3: Long Short Term Memory networks	Recurrent Neural Networks 3: Long Short Term Memory networks Let's understand Long Short Term Memory (LSTM) networks (Google Drive) deep learning From Richard Sowers on 04/4/2021 86 plays 0
04:21 Recurrent Neural Networks 1: The Plant-Observer… Recurrent Neural Networks 1: The Plant-Observer paradigm	Recurrent Neural Networks 1: The Plant-Observer paradigm Let's understand Recurrent Neural Networks via the plant observer architecture from systems theory (Google Drive) deep learning From Richard Sowers on 04/4/2021 191 plays 0
08:18 Recurrent Neural Networks 2: Basic RNN's Recurrent Neural Networks 2: Basic RNN's	Recurrent Neural Networks 2: Basic RNN's Let's understand some basic architectures of Recurrent Neural Networks and their properties (Google Drive) deep learning From Richard Sowers on 04/4/2021 158 plays 0
53:30 ISE Information Day: Data Analytics ISE Information Day: Data Analytics	ISE Information Day: Data Analytics This video contains a brief description of the Department of Industrial & Enterprise Systems Engineering's undergraduate majors and student opportunities by Associate Director Heidi Craddock… grainger engineering data analytics deep learning internet of things industrial engineering systems engineering and design ise From Heidi Craddock on 03/23/2021 16 plays 0 Date of creation 03/23/2021 12:00 AM Contributors and team members Professor Richard Sowers Professor Carolyn Beck Heidi Craddock Elise Lee Simon Balisi Taylor Calcagno Aiyana Campbell
00:52 Feed Forward Neural Networks 4: Quadrants 1 and… Feed Forward Neural Networks 4: Quadrants 1 and 3 (3 layers)	Feed Forward Neural Networks 4: Quadrants 1 and 3 (3 layers) Let's look at a 3-layer neural network which identifies quadrants 1 and 3 in the plane (Google Drive). deep learning From Richard Sowers on 03/11/2021 124 plays 0
01:48 Feed Forward Neural Networks 3: Quadrants 1 and… Feed Forward Neural Networks 3: Quadrants 1 and 3 (2 layers)	Feed Forward Neural Networks 3: Quadrants 1 and 3 (2 layers) Let's look at a 2-layer neural network which identifies quadrants 1 and 3 in the plane (Google Drive). deep learning From Richard Sowers on 03/11/2021 109 plays 0
03:28 Feed Forward Neural Networks 2: Quadrant 1 Feed Forward Neural Networks 2: Quadrant 1	Feed Forward Neural Networks 2: Quadrant 1 Let's look at a 2-layer neural network which identifies quadrant 1 in the plane (Google Drive). deep learning From Richard Sowers on 03/11/2021 128 plays 0
06:10 Feed Forward Neural Networks 1: Quadrants 1 and 4 Feed Forward Neural Networks 1: Quadrants 1 and 4	Feed Forward Neural Networks 1: Quadrants 1 and 4 Let's look at a 2-layer neural network which identifies quadrants 1 and 4 in the plane (Google Drive). deep learning From Richard Sowers on 03/11/2021 261 plays 0
04:53 Stochastic Gradient Descent 4: Batch Sizes Stochastic Gradient Descent 4: Batch Sizes	Stochastic Gradient Descent 4: Batch Sizes Let's understand a bit about batch sizes (Google Drive) deep learning From Richard Sowers on 03/5/2021 77 plays 0
11:51 Stochastic Gradient Descent 3: Proofs (part 2) Stochastic Gradient Descent 3: Proofs (part 2)	Stochastic Gradient Descent 3: Proofs (part 2) Let's understand some proofs of stochastic gradient descent (part 2) (Google Drive) deep learning From Richard Sowers on 03/1/2021 87 plays 0
14:28 Stochastic Gradient Descent 2: Proofs (part 1) Stochastic Gradient Descent 2: Proofs (part 1)	Stochastic Gradient Descent 2: Proofs (part 1) Let's understand some proofs of stochastic gradient descent (part 1) (Google Drive) deep learning From Richard Sowers on 03/1/2021 103 plays 0
09:02 Stochastic Gradient Descent 1: structure Stochastic Gradient Descent 1: structure	Stochastic Gradient Descent 1: structure Let's define stochastic gradient descent (Google Drive) deep learning From Richard Sowers on 03/1/2021 192 plays 0
11:06 Stochastic Gradient Descent 5: Epochs Stochastic Gradient Descent 5: Epochs	Stochastic Gradient Descent 5: Epochs Let's consider the notion of an epoch (Google Drive) deep learning From Richard Sowers on 03/1/2021 69 plays 0
04:22 Training Validation and Testing 2: K-fold… Training Validation and Testing 2: K-fold CrossValidation	Training Validation and Testing 2: K-fold CrossValidation Let's understand cross-validation (Google Drive) deep learning From Richard Sowers on 02/27/2021 123 plays 0
06:50 Training Testing and Validation 1: models Training Testing and Validation 1: models	Training Testing and Validation 1: models Let's look at Training, Testing, and Validation (Google Drive) deep learning From Richard Sowers on 02/27/2021 212 plays 0
12:43 TruthTables 2: Layers TruthTables 2: Layers	TruthTables 2: Layers Let's write out matrix representations of approximations of truth tables in a common way (Google Drive) deep learning From Richard Sowers on 01/30/2021 332 plays 0
16:53 Truth Tables 1: Sigmoid functions Truth Tables 1: Sigmoid functions	Truth Tables 1: Sigmoid functions Let's represent 2-dimensional truth tables as combinations of squeezed sigmoids (Google Drive) deep learning From Richard Sowers on 01/30/2021 574 plays 0
13:28 Backpropagation 3: Vector calculations Backpropagation 3: Vector calculations	Backpropagation 3: Vector calculations Let's finally consider multidimensional backpropagation (Google Drive) deep learning From Richard Sowers on 01/30/2021 216 plays 0
03:06 Backpropagation 2: Affine maps Backpropagation 2: Affine maps	Backpropagation 2: Affine maps Let's next include additive parameters (Google Drive) deep learning From Richard Sowers on 01/30/2021 201 plays 0 Date of creation 09/14/2021 12:00 AM
07:50 Backpropagation 1: Multiplicative parameters Backpropagation 1: Multiplicative parameters	Backpropagation 1: Multiplicative parameters Let's understand backpropagation with multiplicative parameters (Google Drive) deep learning From Richard Sowers on 01/30/2021 398 plays 0
03:11 Linear Regression 3: Gradient Descent Linear Regression 3: Gradient Descent	Linear Regression 3: Gradient Descent Let's write out the exact solution of Linear Regression (Google Drive) deep learning From Richard Sowers on 01/21/2021 266 plays 0 Date of creation 08/17/2021 12:00 AM
03:19 Logistic Regression 4: Regularization Logistic Regression 4: Regularization	Logistic Regression 4: Regularization Let's understand how to regularize logistic regression (Google Drive) deep learning From Richard Sowers on 01/21/2021 167 plays 0
07:40 Logistic Regression 3: Scaling and Solution Logistic Regression 3: Scaling and Solution	Logistic Regression 3: Scaling and Solution Let's rescale and iteratively solve logistic regression (Google Drive) deep learning From Richard Sowers on 01/21/2021 229 plays 0

	Contact Technology Services to report an issue, offer feedback, or request assistance.
	Technology Services Home \| Kaltura Help \| Privacy Policy
	Illinois Media Space, © 2018 Board of Trustees of the University of Illinois

Search for tag: "deep learning"

Contact Technology Services to report an issue, offer feedback, or request assistance.