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

Search for: 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

Search for: 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

Search for: Basics of Feature Vectors in ML

satya - 12/29/2017, 4:35:56 PM

Minkowski Metric

Minkowski Metric

Search for: Minkowski Metric

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

Search for: over fitting and clustering in machine learning

satya - 12/29/2017, 5:23:27 PM

Learning Octave

Learning Octave

Search for: Learning Octave

satya - 12/29/2017, 5:23:39 PM

Basics of Matlab tutorials

Basics of Matlab tutorials

Search for: 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

Search for: 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

Search for: 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