ML
satya - 12/29/2017, 3:04:21 PM
Let us not trivialize things...For you learn little that way
Let us not trivialize things...For you learn little that way
satya - 12/29/2017, 3:05:49 PM
Introduction to ML:MIT Courseware
satya - 12/29/2017, 3:09:30 PM
General applications
What are the repeatable things that we can save ourselves time
Recommendation systems like netflix
what does this look like: speech, images
Self Driving
Face Recognition
Medical Diagnosis
Matching Poetry: who wrote what
Pattern recognition
Converging patterns: may be weather, swarm and storm behavior
satya - 12/29/2017, 3:10:50 PM
Fit a curve given a set of points...
Fit a curve given a set of points...
satya - 12/29/2017, 3:12:09 PM
Arthur Samuel and Checkers
Arthur Samuel and Checkers
satya - 12/29/2017, 3:14:23 PM
The lost marble problem: How do you find your lost marble
by rolling many other marbles and see where they go.
satya - 12/29/2017, 3:15:30 PM
Inference, and can I infer better with sets of declarative knowledge
Inference, and can I infer better with sets of declarative knowledge
satya - 12/29/2017, 3:17:56 PM
Given a set of kids and can you predict who becomes an NFL player?
Given a set of kids and can you predict who becomes an NFL player?
satya - 12/29/2017, 4:31:32 PM
Basics of labelled and unlabeled in machine learning
Basics of labelled and unlabeled in machine learning
Search for: Basics of labelled and unlabeled in machine learning
satya - 12/29/2017, 4:32:46 PM
George Box: All models are wrong
George Box: All models are wrong
satya - 12/29/2017, 4:34:41 PM
Basics of Feature Vectors in ML
Basics of Feature Vectors in ML
satya - 12/29/2017, 4:36:22 PM
Distances
Eucledian Distance
Manhattan Distance
satya - 12/29/2017, 4:39:06 PM
Manhattan Distance
Manhattan Distance
Search for: Manhattan Distance
Only walk along the avenues and streets.
satya - 12/29/2017, 4:45:08 PM
over fitting and clustering in machine learning
over fitting and clustering in machine learning
satya - 12/29/2017, 5:23:39 PM
Basics of Matlab tutorials
Basics of Matlab tutorials
satya - 12/29/2017, 5:59:40 PM
From stanford the introductory lecture
satya - 12/29/2017, 6:08:20 PM
Unsupervised learning: Ability to classify what belongs together
Unsupervised learning: Ability to classify what belongs together
satya - 12/29/2017, 6:08:35 PM
Unsupervised learning
Unsupervised learning
satya - 12/29/2017, 6:09:46 PM
One good example is
A set of speakers speaking simultaneously and a computer being able to separate them! Or perhaps introduce layers of musical instruments and recombine music when it was not originally separated to begin with!
satya - 12/29/2017, 6:13:35 PM
Reinforcement learning
Reinforcement learning
satya - 12/29/2017, 6:15:29 PM
It is a way to maximize gain or minimize the loss
It is a way to maximize gain or minimize the loss
satya - 12/29/2017, 6:16:06 PM
Self driving cars or robotic movement are examples of reinforcement learning
Self driving cars or robotic movement are examples of reinforcement learning