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Regularization for linear models
00:03:15
Regularization for linear models

18 views

1 month ago

Linear discrimination: summary and connections to other models
00:06:35
Linear discrimination: summary and connections to other models

13 views

1 month ago

Ensemble models with decision trees: bagging, random forests, extra trees, boosted trees
00:22:36
Ensemble models with decision trees: bagging, random forests, extra trees, boosted trees

19 views

1 month ago

Pruning decision trees
00:22:07
Pruning decision trees

33 views

1 month ago

Feature ranking with decision trees
00:05:05
Feature ranking with decision trees

18 views

1 month ago

Evaluate a split for decision trees
00:06:59
Evaluate a split for decision trees

24 views

1 month ago

Impurity measures for decision trees regressors
00:04:46
Impurity measures for decision trees regressors

24 views

1 month ago

Impurity measures for decision trees classifiers
00:28:11
Impurity measures for decision trees classifiers

39 views

1 month ago

2.6 Closure properties of recognisable languages
00:23:37
2.6 Closure properties of recognisable languages

15 views

7 months ago

2.5.1 Removing epsilon transitions from nondeterministic finite automata
00:32:31
2.5.1 Removing epsilon transitions from nondeterministic finite automata

53 views

7 months ago

2.7.1 The minimization of finite automata: an intuitive perspective
00:21:22
2.7.1 The minimization of finite automata: an intuitive perspective

15 views

7 months ago

3.3 From automata to regular expressions: language equations
00:31:49
3.3 From automata to regular expressions: language equations

13 views

7 months ago

3.4 Non-regular languages
00:22:03
3.4 Non-regular languages

35 views

7 months ago

4.2 Right linear grammars
00:25:31
4.2 Right linear grammars

108 views

1 year ago

3.2 From regular expressions to finite automata and back. Reg = Rec.
00:23:06
3.2 From regular expressions to finite automata and back. Reg = Rec.

33 views

1 year ago

3.1 Regular expressions
00:17:29
3.1 Regular expressions

38 views

1 year ago

2.7.2 The minimisation of finite automata: the formal construction
00:33:33
2.7.2 The minimisation of finite automata: the formal construction

53 views

1 year ago

2.5.3 DFA=NFA. The subset construction: an example
00:11:40
2.5.3 DFA=NFA. The subset construction: an example

478 views

1 year ago

2.5.2 From a nondeterministic finite automaton to a deterministic one: the subset construction
00:26:18
2.5.2 From a nondeterministic finite automaton to a deterministic one: the subset construction

108 views

1 year ago

2.5.0 Equivalence of nondeterministic and deterministic finite automata: an intuitive example
00:24:21
2.5.0 Equivalence of nondeterministic and deterministic finite automata: an intuitive example

148 views

1 year ago

2.4.2 Nondeterministic finite automata: formal definition
00:27:24
2.4.2 Nondeterministic finite automata: formal definition

96 views

1 year ago

2.4.1 Nondeterministic finite automata: an intuition
00:25:34
2.4.1 Nondeterministic finite automata: an intuition

109 views

1 year ago

2.3.2 Deterministic finite automata: formal definition
00:29:37
2.3.2 Deterministic finite automata: formal definition

133 views

1 year ago

2.3.1 What is a finite automaton?
00:18:40
2.3.1 What is a finite automaton?

147 views

1 year ago

2.2 Language operations
00:21:56
2.2 Language operations

61 views

1 year ago

2.1 Automata basic definitions: alphabet, words, languages
00:19:36
2.1 Automata basic definitions: alphabet, words, languages

74 views

1 year ago

AI in your everyday life: how to discuss AI with high school students
00:29:20
AI in your everyday life: how to discuss AI with high school students

1,201 views

1 year ago

Gradient descent for classification problems
00:18:24
Gradient descent for classification problems

538 views

1 year ago

Logistic regression: basic concepts
00:14:24
Logistic regression: basic concepts

407 views

1 year ago

Gradient descent for regression problems
00:23:24
Gradient descent for regression problems

512 views

1 year ago

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