Search for tag: "deep learning"

27 Media

03:56 Dropout 1: Definitions Dropout 1: Definitions	Dropout 1: Definitions Let's understand Dropout (Google Drive). deep learning From Richard Sowers 353 plays 0
03:04 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 132 plays 0
04:22 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 270 plays 0
06:16 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 237 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 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
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 195 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 161 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 202 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 451 plays 0
05:57 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 127 plays 0
01:55 Gradient Descent 3: Stopping Gradient Descent 3: Stopping	Gradient Descent 3: Stopping Let's consider gradient descent (Google Drive) deep learning From Richard Sowers 142 plays 0
04:38 Gradient Descent 2: Convergence Gradient Descent 2: Convergence	Gradient Descent 2: Convergence Let's consider gradient descent (Google Drive) deep learning From Richard Sowers 176 plays 0
01:50 Gradient Descent 1: Structure Gradient Descent 1: Structure	Gradient Descent 1: Structure Let's consider gradient descent (Google Drive) deep learning From Richard Sowers 337 plays 0
08:38 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 126 plays 0
03:13 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 185 plays 0
04:13 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 310 plays 0
07:52 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 494 plays 0
05:39 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 808 plays 0
09:30 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 287 plays 0
02:28 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 276 plays 0 Date of creation 9/14/2021 12:00 AM
06:24 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 571 plays 0
01:54 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 366 plays 0 Date of creation 8/17/2021 12:00 AM
02:07 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 453 plays 0 Date of creation 8/17/2021 12:00 AM
04:14 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 234 plays 0

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Search for tag: "deep learning"

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