Atharv Gyan Beta

  Natural Language Processing (NLP)   refers to AI method of communicating with an intelligent systems using a natural language such as English. Processing of Natural Language is required when you want an intelligent system like robot to perform as per your instructions, when you want to hear decision from a dialogue based clinical expert system, etc.The field of NLP involves making computers to perform useful tasks with the natural languages humans use. The input and output of an NLP system can be Speech Written Text Components of NLP : There are two components of NLP as given − 1. Natural Language Understanding (NLU) Understanding involves the following tasks − Mapping the given input in natural language into useful representations. Analyzing different aspects of the language. 2. Natural Language Generation (NLG) It is the process of producing meaningful phrases and sentences in the form of natural language from some internal representation. It involves − Text planning ...

Artificial Intelligence: Advancements, Potential Consequences, Superintelligence, and Ethical Considerations. Introduction: Artificial intelligence (AI) has witnessed remarkable advancements in recent years, and its future holds both exciting possibilities and potential consequences. As AI continues to evolve, it is essential to explore the advancements that lie ahead, including the potential for super-intelligence, while also examining the ethical considerations surrounding its development and use. Advancements in Artificial Intelligence: 1. Machine Learning and Deep Learning: Machine learning algorithms have become increasingly sophisticated, enabling AI systems to learn from vast amounts of data and make predictions with remarkable accuracy. Deep learning, a subset of machine learning, has revolutionized fields like computer vision and natural language processing, driving advancements in areas such as image recognition, voice assistants, and autonomous vehicles. 2. Natural Language ...

L et's start it and see some basic types! ◉   Named Function (Traditional way):   The traditional way of creating a function and it's a set of statements that performs a task or calculates a value!  function sayHello() {   console.log('Hey everyone!'); } sayHello(); // Output 'Hey everyone!' ◉   Arrow Function:  Arrow Functions  are simpler, are always unnamed and compact than traditional function expression! const sayHello = () => console.log('Hey everyone!'); sayHello(); // Output 'Hey everyone!' ◉   Anonymous Function: Anonymous Functions  don't have a name specified after the  function  declaration, so we declare it with a variável to call this function at a some point and the function is anonymous but assigned to a variable! const sayHello = function () {   console.log('Hey everyone!'); } sayHello(); // Output 'Hey everyone!'  ◉  Higher Order Function: Higher Order Functions  in a nutshell words is a func...