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Month: October 2019

  • Machine Learning

CBOW ( Continuous Bag of words)

Praveen Kumar Anwla October 23, 2019
Introduction CBOW is a variant of the word2vec model predicts the center word from (bag of) context words.So given all the words in the context…
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  • Machine Learning

Challenges in word2vec Model

Praveen Kumar Anwla October 22, 2019
Recall that our neural network had two weight matrices–a hidden layer and output layer. Both of these layers would have a weight matrix with 300…
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  • Machine Learning

Inner working of word2vec Model (SkipGram)

Praveen Kumar Anwla October 22, 2019
Idea behind word2vec Model “You should know a word by the company it keeps.” The Word2Vec technique is based on a feed-forward, fully connected architecture.…
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  • Machine Learning

Introduction to Word2Vec

Praveen Kumar Anwla October 22, 2019
Introduction Word2Vec was developed at Google by Tomas Mikolov, et al. and It uses Neural Network with one hidden layer to learn word embeddings. The beauty with…
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  • python

Iterators and Generators in Python

Praveen Kumar Anwla October 20, 2019
Iterators :- An iterator is an object that can be iterated upon, meaning that you can traverse through all the values. Technically, in Python, an…
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  • python

Composition in Python

Praveen Kumar Anwla October 20, 2019
What is Composition:- As the name implies , In composition one of the classes is “composed” of one or more instance of other classes. In…
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  • python

Super() function in Python

Praveen Kumar Anwla October 20, 2019
Introduction:- If you want to understand the python super function, we need to know about Inheritance in Python language. In Python Inheritance, Inheritance is the…
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  • python

Encapsulation in Python

Praveen Kumar Anwla October 19, 2019
Introduction Encapsulation is one of the fundamental aspects of Object Oriented Programming. Encapsulation serves to protect the data stored within your objects and provides control…
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  • python

Public,Protected & Private members in Python

Praveen Kumar Anwla October 19, 2019
Introduction A lot of people learn object-oriented programming with languages like C++ and Java. And while they learn, they’re told over and over again that encapsulation is…
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  • python

Inheritance in Python

Praveen Kumar Anwla October 19, 2019
Introduction:- One of the major advantages of Object Oriented Programming is re-use. Inheritance is one of the mechanisms to achieve it. In inheritance, a class…
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