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Sefik Ilkin Serengil

Code wins arguments

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A Step by Step CART Decision Tree Example

An algorithm can be transparent only if its decisions can be read and understood by people clearly. Even though deep…

decision tree, gini index

Indeterminate Forms and L’Hospital’s Rule in Decision Trees

Machine learning puts theoretical concepts in daily life as fast as no other motivation does and raises math adoption day…

c4.5, calculus, id3, indeterminate, l'hopital, l'hospital

Swish as Neural Networks Activation Function

Google brain team announced Swish activation function as an alternative to ReLU in 2017. Actually, ReLU was the solution for second AI…

activation function

Elliptic Curve ElGamal Encryption

We often use elliptic curves for public key cryptography tasks such as key exchange and digital signature tasks. Because these…

el gamal, elliptic curve, homomorphic, public key, symmetric encryption

From Neural Networks To Deep Learning

Deep learning dominates machine learning and artificial intelligence studies nowadays. Even though some people might think it as overrated, pioneer…

andrew ng, geoffrey hinton, iris

Cosine Similarity in Machine Learning

Some machine learning tasks such as face recognition or intent classification from texts for chatbots requires to find similarities between…

cosine, dot product, similarity

Deep Face Recognition with Keras

Face recognition has always been challenging topic for both science and fiction. A woman has her hair dyed or worn…

autoencoder, face recognition, face verification, transfer learning, vgg

Driver of Machine Learning Success: Hardware

We all talk about artificial intelligence nowadays. Even innovations often named including AI or machine learning terms. Have you ever…

alan kay, hardware, Machine Learning, steve jobs

5 Facts about Deep Learning and Neural Networks

Marketing staff are much more successful than engineers for things to be adopted. Even for engineering marvels. People working in…

deep learning, marketing, neural networks

A Developer’s Guide to Machine Learning

Machine learning related jobs have a huge demand nowadays. However, there is a significant gap between supply and demand because…

cdo, data scientist, unit test, vectorization

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