A proper understanding of bias and variance concepts would help us not only to build accurate models but also to avoid the mistake of over-fitting and under-fitting.
Bias vs Variance Quick note
B
A proper understanding of bias and variance concepts would help us not only to build accurate models but also to avoid the mistake of over-fitting and under-fitting.
data privacy policy This privacy policy has been compiled to better serve those who are concerned with how their ‘Personally Identifiable Information’ (PII) is being used online. PII, as described in US privacy law and information security, is information that can be used on its own or with other information to identify, contact, or locate a single person, or to identify an individual...
In this short article, we show a simple example of how to use GenSim and word2vec for word embedding. Word2vec Word2vec is a famous algorithm for natural language processing (NLP) created by Tomas Mikolov teams. It is a group of related models that are used to produce word embeddings, i.e. CBOW and skip-grams. The models are considered shallow. They consist of two-layer neural...
Kotlin logo Ever since Apple released the Swift programming language for iOS, lots of Android developers have wanted a similar language for Android development. If you are one of those developers, you are going to love Kotlin, a JVM language that is remarkably similar to Swift. Kotlin is a statically-typed language, developed by JetBrains, whose syntax is more expressive and concise than that of...
Gradient descent implementation with python on a classification problems