If you are familiar with the data science domain, then you know that R and python are two languages of great importance. Data science has found its applications in almost every industry, from Finance departments to healthcare to marketing and…
In this article, let’s try to understand the Hill Climbing Algorithm. This is a commonly used Heuristic search technique in the field of artificial intelligence. The heuristic technique is a criterion for choosing which of multiple options will be most…
In this article, let’s try to understand the Red-Black Tree. A red-black tree is a self-balancing binary search tree that was invented in 1972 by Rudolf Bayer who called it the “symmetric binary B-tree. Although a red-black tree is complex,…
If you’re learning about neural networks, chances are high that you have come across the term activation function. In neural networks, an activation function decides whether a particular neuron will be activated or not. Activation functions take the weighted summation…
In deep learning, neural networks consist of neurons that work in correspondence with their weight, bias and respective activation functions. The weights and biases are adjusted based on the error in the output. This is called backpropagation. Activation functions make…
We’ll try to understand one of the heuristic search techniques in this article. The heuristic technique is a criterion for determining which among several alternatives will be the most effective in achieving a particular goal. Branch and bound search is…
Parts of Speech (POS) are the words that perform different roles in a sentence. The English language has 8 parts of speech. They are: Nouns Pronouns Verbs Adverbs Adjectives Prepositions Conjunctions Interjunctions A PoS tag provides a considerable amount of…
Hello readers, in this article, let’s try to understand one of the most efficient algorithms used in artificial intelligence: the beam search algorithm. What is Beam Search Algorithm? Beam Search Algorithm is a modified version of the best-first search algorithm.…
Natural Language Processing (NLP) is a part of Computer Science, more particularly of Artificial Intelligence that deals with the interaction of computers with humans in natural languages. Humans use natural languages as a means of communication. Natural language processing aims…
Today, we are going to learn a very exciting topic which is text mining in Python. We are going to learn some important modules, and some important methods as well. Before getting deeper into let’s have a quick look at…