Python is one of the most widely used programming languages. It’s getting a lot of popularity these days because of so many Python frameworks in IoT, Machine Learning, Deep Learning, and Artificial Intelligent space.
These Python Tutorials will help you in getting mastery over the Python Programming. The tips and tricks shared by us will enable you to write pythonic code with high performance, reusability, readability, and maintainability.
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 of the nodes as input and perform some mathematical computation, depending on the activation function, […]
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 this process possible as they supply the gradients along with errors to update weight and
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 also known as Uniform Cost Search. What is the branch and bound search algorithm? Branch
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A callback is a general concept in Python as well as other languages like Javascript, C, etc. We know that Python is an object-oriented language and functions are first-class objects in Python. This means, in Python, we can assign the value returned by a function to a variable and return a function from another function.
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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 information about a word and its neighbours. It can be used in various tasks such
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. It selects nodes based on conditional probability. Each iteration of the beam search method can
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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 to make computers understand natural languages as humans do and also generate them.Computers can understand
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 our table of content. What is Text Mining in Python? Before getting started let’s understand
Boolean operators produce a single boolean output value from one or more input values. There are three boolean operators in boolean algebra: AND, OR, and NOT. Python uses and, or, and not to implement them. We shall learn about Python’s not operator in this tutorial. The not operator It is used to get the negation
In this article, we’ll learn curve fitting in python in different methods for a given dataset. But before we begin, let’s understand what the purpose of curve fitting is. The purpose of curve fitting is to look into a dataset and extract the optimized values for parameters to resemble those datasets for a given function.