New Technology

What is Knowledge ?

Knowledge is the body of facts and principles. Knowledge can be language, concepts, procedures, rules, ideas, abstractions, places...

SVM: Maximum Margin with Noise in Machine Learning

Irawen 00:41

Linear SVM Formulation Limitations of previous SVM formulation What if the data is not linearly separable? Or noisy data point...

Machine Learning

SVM : The Dual Formulation in Machine Learning

Irawen 10:21

Optimization problem with convex quadratic objectives and linear constraints Can be solved using QP. Lagrange duality to get the o...

Block Chain

Diffie-Hellman Key in Block Chain

Irawen 03:28

Diffie-Hellman key exchange is a method to securely establish a shared secret between two parties (Alice and Bob) over a public channel. ...

Block Chain

Logarithms and Discrete Logarithm in Block chain

Irawen 22:35

2 3 = 2 ⤫ 2 ⤫ 2 = 8 2 is called the base 3 is called the exponent and determines the number of times the base should be multiplied ...

Block Chain

Modulo Operation in Blockchain

Irawen 09:04

7/5 = 1 remainder 2 If you are only are interested in the remainder, the mathematical notation is: 7 mod 5 = 2 You pronounce it as: 7...

Using of First Order Logic (FOL) in Artificial Intelligence

Irawen 00:00

We want to TELL things to the KB, e.g. TELL (KB, ∀x,King(x) ⇒Person(x) TELL(KB, King(John) These sentence are assertions We als...

Machine Learning

Support Vector Machine(SVM) in Machine Learning

Irawen 23:34

Support vector machine (SVM) algorithms are used i n classification. Classification can be viewed as the task of separ ating classes in f...

Data Analytics

Ordinary Least Squares Regression in Data Analytics

Irawen 07:36

Ordinary Least Squares (OLS) Context: → Supervised Learning Derivation of OLS → Fit a line of the form y...

Deep learning

Artificial Neural Network in Deep Learning

Irawen 08:32

Problem Before Neural Networks Unless the specific steps that the computer needs to follows are known the computer cannot solve a pro...

Block Chain

Digital Signature in BlockChain

Irawen 06:52

A digital signature is equivalent of a handwritten signature but it is much more secure a handwritten signature can be faked. A digital ...

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What is Knowledge ?

SVM: Maximum Margin with Noise in Machine Learning

SVM : The Dual Formulation in Machine Learning

Diffie-Hellman Key in Block Chain

Logarithms and Discrete Logarithm in Block chain

Modulo Operation in Blockchain

Using of First Order Logic (FOL) in Artificial Intelligence

Support Vector Machine(SVM) in Machine Learning

Ordinary Least Squares Regression in Data Analytics

Artificial Neural Network in Deep Learning

Digital Signature in BlockChain

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