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0:28:53
Introduction to Machine Learning: Feed-Forward NN
0:17:06
Introduction to Machine Learning: NN Time-Stepper
0:16:44
Introduction to Machine Learning: Stochastic Gradient Descent
0:17:42
Introduction to Machine Learning: Backpropagation
0:19:20
Introduction to Machine Learning: Neural Network Architectures
0:26:00
Introduction to Machine Learning: Neural Networks
0:22:41
Introduction to Machine Learning: Support Vector Machines
0:15:01
Introduction to Machine Learning: Supervised learning algorithms
0:15:37
Introduction to Machine Learning: Classification Trees
0:30:48
Introduction to Machine Learning: Unsupervised learning algorithms
0:30:54
Introduction to Machine Learning: Supervised versus unsupervised learning
0:25:48
Scientific Computing: Time-Stepping Schemes
0:06:04
Scientific Computing: Time-Stepping Implementation
0:22:18
Scientific Computing: Time-Stepping Errors and Stability
0:23:07
Scientific Computing: Numerical Integration
0:14:15
Scientific Computing: Numerical Differentiation Error Analysis
0:26:39
Scientific Computing: Numerical Differentiation
0:19:47
Introduction to Python: Root Finding Algorithm
0:12:42
Introduction to Python: Logic FOR/IF
0:22:11
Introduction to Python: Matrices & Vectors
0:35:18
Common Task Framework for Science and Engineering
0:05:44
Portable Video Studio: ATEM software controls
0:03:40
Portable Video Studio: The results!
0:05:07
Portable Video Studio: Setting up studio
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