Atomic/Complex Sentence in Artificial Intelligence
Irawen
07:05
Term = function (term 1 ,....term n ) or constant or variables A logical expression that refers to an object - LeftL...
Bayesian Network in Machine Learning
Irawen
02:58
It is a type of Graphical model which represent certain independence relation or conditional independence relationship between the differ...
Block Chain Developer
Irawen
06:40
Who is a Blockchain Developer? → A developer responsible for developing and optimizing blockchain protocols, crafting the architecture o...
First-order logic
Irawen
00:05
While propositional logic assumes the world contains facts , first-order logic (like natural language) assumes the world contains - Ob...
Pros ans cons propositional logic
Irawen
23:32
Propositional logic is declarative Propositional logic allows partial/disjunctive/negated information - (unlike most data structure an...
Introduction of Regression in Data Science
Irawen
02:32
Introduction Regression Analysis is the study of relationships between variables Going beyond categorical variables Model based r...
Bayesian Learning in Machine Learning
Irawen
01:57
Probability for Learning Probability for classification and modeling concepts. Bayesian probability - Notion of probability interpret...
Inferential Statistics-ANOVA and TOI
Irawen
08:52
Introduction So far statistical inference was confined to input variable that could take up two possible values (two sample tests...
Logic of AI
Irawen
22:26
What is logic ? - We can also think of logic as an "algebra" for manipulating only two value : true(T) and false (F) We wil...
Syntax , Semantics and Entailment
Irawen
02:04
Logic in general Logic's are formal languages for representing information such that conclusion can be drawn. Syntax defines the ...
Collaborative Filtering in Machine Learning
Irawen
01:16
Recommender System :- Many of you have used e-commerce science like amazon flip cart and other site and main have seen recommender syst...
Confidence Intervals
Irawen
23:21
Introduction A confidence interval is a range of values, derived from sample statistics, that is likely to contain the value of an unkn...
Type 1 and Type 2 Errors
Irawen
22:50
Type Ⅰ Error :- - When the null hypothesis is true and you reject it, you make a type I error. The probability of making a type I e...
The Knowledge-based agent
Irawen
01:42
The knowledge-based agent include a knowledge base and an inference system. A knowledge base is a set of representations of facts of the ...
The Wumpus World in AI
Irawen
01:15
The Wumpus World environment - The Wumpus is a computer game - The agent explores a cave consisting of rooms connected by passageways...
Feature Extraction in Machine Learning
Irawen
23:55
Feature Extraction -definition Given a set of features F = {𝒳1,.....,𝒳N} the Feature Extraction ("Construction") prob...
