03:10
From Algorithm to Waltz: The Hidden Link Between ChatGPT and Dance
06:14
Dancing with AI - A Visual Bridge from Dance to ChatGPT
22:10
2022 03 01 09 40 36 1
08:32
Time Series Analysis with RNNS: The Model Problem Revisited
10:58
Machine Learning: In-depth look at Long Short Term Memory
07:33
Introduction to Gated Recurrent Units
02:07
Machine Learning: Introduction to Long-Short Term Memory (LSTM)
05:46
Limitations of the basic RNN
08:02
RNN's: How do they work?
08:26
Introduction to RNNS
05:31
Time-Series Analysis with RNNs: A model problem
11:20
Basic Architecture of CNN
05:26
Detailed Architecture Replacement
05:45
Receptive Field: Hubel and Wiesel
02:44
High Level Introduction to CNN
09:58
Introduction to Hyperparameters
05:22
Introduction to Weight Initialization
16:38
Introduction to the Learning Rate
04:18
Vanishing and Exploding Gradients
09:00
Momentum: Its use in Gradient Descent
04:43
Gradient Descents: Where are We and Next Steps.
02:33
Machine Learning: Where are We?
09:38
Implementation of SGD
07:42
Review of Gradient Application in Deep Learning
04:43
Regularization in Nature - Nervous System
05:09
Regularization - Data Augmentation
03:32
Regularization - Dropout
12:40
Regularization L2, L1
12:42
Automatic Differentiation.
03:25
Introduction to Regularization
08:15
Categorical Cross - Entropy Loss Softmax
08:37
Geometric Intuition Gradient Vector
12:34
Cross-Entropy Loss Log-likelihood Perspective
10:20
Binary Cross-Entropy
06:01
Tutorial on Automatic Differentiation
05:11
Introduction to Back-Propagation
09:40
Gradient and Gradient Descent
06:38
Description of the Gradient Operator
12:43
Basic Gradient Descents in One Dimension
10:40
Introduction to Aspects of Machine Learning
05:45
ELEC311 - Building Waveguides 11
04:23
ELEC311 - Building Waveguides 10
04:43
ELEC311 - Building Waveguides 9
02:50
ELEC 311 - Waveguides 8
06:05
ELEC311 - Building Waveguides 6
02:05
ELEC311 - Building Waveguides 5
02:45
ELEC311 - Building Waveguides 7
03:15
ELEC311 - Building Waveguides 4
02:03
ELEC311 - Building a Waveguide 3
03:52
ELEC311 - Building a Waveguide 2
03:49
ELEC311 - Building a Waveguide 1
04:21
ELEC311 - Introduction to Wave Guides
04:07
POLI377 - Radiation Dosage (Sieverts)
02:21
POLI377 - Halving with E
02:12
POLI377 - Doubling with e
03:05
POLI377 Pick a Base - Exponential Growth
05:55
Short Circuit Load on Transmission Line - Analysis
04:18
Intuition of Backward Current Sign Flip
02:17
Slinky Waves
03:43
Intuition for 1st and 2nd wave equations
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