Search for tag: "deep learning"

27 Media

Dropout 1: Definitions duration 3 minutes 56 seconds Dropout 1: Definitions Dropout 1: Definitions	Dropout 1: Definitions Let's understand Dropout (Google Drive). deep learning From Richard Sowers 355 plays 0
Recurrent Neural Networks 3: More Complex… duration 3 minutes 4 seconds Recurrent Neural Networks 3: More Complex… Recurrent Neural Networks 3: More Complex Networks	Recurrent Neural Networks 3: More Complex Networks Let's understand Recurrent Neural Networks (Google Drive) deep learning From Richard Sowers 133 plays 0
Recurrent Neural Networks 1: The Plant-Observer… duration 4 minutes 22 seconds 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 (Google Drive) deep learning From Richard Sowers 271 plays 0
Recurrent Neural Networks 2: Basic RNN's duration 6 minutes 16 seconds Recurrent Neural Networks 2: Basic RNN's Recurrent Neural Networks 2: Basic RNN's	Recurrent Neural Networks 2: Basic RNN's Let's understand Recurrent Neural Networks (Google Drive) deep learning From Richard Sowers 238 plays 0
ISE Information Day: Data Analytics duration 53 minutes 30 seconds 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 23 plays 0 Date of creation 3/23/2021 12:00 AM Contributors and team members Professor Richard Sowers Professor Carolyn Beck Heidi Craddock Elise Lee Simon Balisi Taylor Calcagno Aiyana Campbell
Feed Forward Neural Networks 4: Quadrants 1 and… duration 52 seconds 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 196 plays 0
Feed Forward Neural Networks 3: Quadrants 1 and… duration 1 minute 48 seconds 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 162 plays 0
Feed Forward Neural Networks 2: Quadrant 1 duration 3 minutes 28 seconds 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 203 plays 0
Feed Forward Neural Networks 1: Quadrants 1 and 4 duration 6 minutes 10 seconds 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 454 plays 0
Gradient Descent 4: Stochastic Gradient Descent duration 5 minutes 57 seconds Gradient Descent 4: Stochastic Gradient Descent Gradient Descent 4: Stochastic Gradient Descent	Gradient Descent 4: Stochastic Gradient Descent Let's consider gradient descent (Google Drive) deep learning From Richard Sowers 130 plays 0
Gradient Descent 3: Stopping duration 1 minute 55 seconds Gradient Descent 3: Stopping Gradient Descent 3: Stopping	Gradient Descent 3: Stopping Let's consider gradient descent (Google Drive) deep learning From Richard Sowers 143 plays 0
Gradient Descent 2: Convergence duration 4 minutes 38 seconds Gradient Descent 2: Convergence Gradient Descent 2: Convergence	Gradient Descent 2: Convergence Let's consider gradient descent (Google Drive) deep learning From Richard Sowers 180 plays 0
Gradient Descent 1: Structure duration 1 minute 50 seconds Gradient Descent 1: Structure Gradient Descent 1: Structure	Gradient Descent 1: Structure Let's consider gradient descent (Google Drive) deep learning From Richard Sowers 339 plays 0
Gradient Descent 5: Learning Schedules duration 8 minutes 38 seconds Gradient Descent 5: Learning Schedules Gradient Descent 5: Learning Schedules	Gradient Descent 5: Learning Schedules Let's consider gradient descent (Google Drive) deep learning From Richard Sowers 127 plays 0
Training Validation and Testing 2: K-fold… duration 3 minutes 13 seconds 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 186 plays 0
Training Testing and Validation 1: models duration 4 minutes 13 seconds 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 311 plays 0
Truth Tables 2: Layers duration 7 minutes 52 seconds Truth Tables 2: Layers Truth Tables 2: Layers	Truth Tables 2: Layers Let's write out matrix representations of approximations of truth tables in a common way (Google Drive) deep learning From Richard Sowers 495 plays 0
Truth Tables 1: Sigmoid functions duration 5 minutes 39 seconds 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 811 plays 0
Backpropagation 3: Vector calculations duration 9 minutes 30 seconds 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 288 plays 0
Backpropagation 2: Affine maps duration 2 minutes 28 seconds 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 277 plays 0 Date of creation 9/14/2021 12:00 AM
Backpropagation 1: Multiplicative parameters duration 6 minutes 24 seconds 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 572 plays 0
Linear Regression 4: Computational Linear Algebra duration 1 minute 54 seconds Linear Regression 4: Computational Linear Algebra Linear Regression 4: Computational Linear Algebra	Linear Regression 4: Computational Linear Algebra Let's think a bit about how linear algebra is implemented (Google Drive) deep learning From Richard Sowers 367 plays 0 Date of creation 8/17/2021 12:00 AM
Linear Regression 3: Gradient Descent duration 2 minutes 7 seconds 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 455 plays 0 Date of creation 8/17/2021 12:00 AM
Logistic Regression 4: Regularization duration 4 minutes 14 seconds 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 235 plays 0

	Contact Technology Services to report an issue, offer feedback, or request assistance.
	Technology Services Home \| Kaltura Help \| Privacy Policy
	Illinois Media Space, © 2022 Board of Trustees of the University of Illinois