Machine learning

Thema UYQM

832 tuit · page 20/21
Implementing Data Processing Pipelines
Formal & Physical Sciences AI — Models & Research
EN

Implementing Data Processing Pipelines

Machine Learning Practice
20 min
★ ★ ★ ★ ☆ 4/5
Scikit-LearnPipelineData Preprocessing
Example: Using Cross Validation
Formal & Physical Sciences AI — Models & Research
EN

Example: Using Cross Validation

Machine Learning Practice
15 min
★ ★ ★ ★ ☆ 4/5
Cross-ValidationScikit-LearnMachine Learning
Example: Multi Class Classification
Formal & Physical Sciences AI — Models & Research
EN

Example: Multi Class Classification

Machine Learning Practice
29 min
★ ★ ★ ★ ☆ 4/5
Multi-Class ClassificationScikit-LearnSGDClassifier
Bayesian network revisited
Formal & Physical Sciences AI — Models & Research
EN

Bayesian network revisited

Machine Learning Concepts
78 min
★ ★ ★ ☆ ☆ 3/5
Bayesian NetworksCausal InferenceIndependence
How can ERM be fooled?
Formal & Physical Sciences AI — Models & Research
EN

How can ERM be fooled?

Dr. Eitan Farchi (IBM)
21 min
★ ★ ★ ★ ☆ 4/5
Empirical Risk MinimizationMachine LearningProbability Theory
Gradient Descent | Neural Networks
Formal & Physical Sciences AI — Models & Research
EN

Gradient Descent | Neural Networks

Shree Nayar
15 min
★ ★ ★ ★ ★ 5/5
Gradient DescentNeural NetworksOptimization
Bayesian Networks independence I
Formal & Physical Sciences AI — Models & Research
EN

Bayesian Networks independence I

Machine Learning Concepts
10 min
★ ★ ★ ★ ☆ 4/5
Bayesian NetworksConditional IndependenceProbability Theory
Machine Learnia, La suite commence ici.
Applied Sciences & Engineering AI — Models & Research
EN

Machine Learnia, La suite commence ici.

Guillaume Saint-Cirgue
12 min
★ ★ ★ ☆ ☆ 3/5
Machine LearningDeep LearningData Science
Support Vector Machine | Face Detection
Formal & Physical Sciences AI — Models & Research
EN

Support Vector Machine | Face Detection

Shree Nayar
14 min
★ ★ ★ ★ ☆ 4/5
Support Vector MachineFace DetectionComputer Vision
VC dimension I
Formal & Physical Sciences AI — Models & Research
EN

VC dimension I

Dr. Eitan Farchi (IBM)
14 min
★ ★ ★ ★ ☆ 4/5
VC DimensionMachine LearningShattering
explaining PAC
Formal & Physical Sciences AI — Models & Research
EN

explaining PAC

Dr. Eitan Farchi
21 min
★ ★ ★ ★ ☆ 4/5
PAC LearningMachine LearningProbably Approximately Correct
A simple example of PAC learning
Formal & Physical Sciences AI — Models & Research
EN

A simple example of PAC learning

Dr. Eitan Farchi (IBM R&D)
23 min
★ ★ ★ ★ ☆ 4/5
PAC LearningMachine LearningProbably Approximately Correct
Curse of dimensionality
Formal & Physical Sciences AI — Models & Research
EN

Curse of dimensionality

Dr. Eitan Farchi
13 min
★ ★ ★ ★ ☆ 4/5
Curse of DimensionalityMonte Carlo SimulationHigh-Dimensional Geometry