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Discriminative and Generative AI

Discriminative Artificial Intelligence(AI) Discriminative Artificial Intelligence (AI) models are taught to distinguish between different data classes, patterns, images etc. In simple words it is a type of artificial intelligence uses Machine and Deep Learning  techniques that helps us tell different things apart. Discriminative AI focuses on learning the lines that separate different groups in our data. Instead of making new data, it looks at data we already have to figure out what it is. • Application Areas a. Image Recognition : Discriminative AI helps identify what's in pictures, like telling if it's a cat or a dog. b. Speech Recognition : It figures out different words or phrases when people talk. c. Natural Language Processing (NLP): It sorts text into different groups, like figuring out if a review is positive or negative. Working of Discriminative AI Discriminative AI learns from examples, like pictures of cats and dogs, to get better at telling them a...
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Introduction to APIs- OpenAI and Hugging Face

Introduction to APIs - OpenAI and Hugging Face   API: Application Programming Interface is referred to as API. It is a collection of guidelines, conventions, and instruments that facilitates communication between various software programs. APIs make it simpler for developers to integrate features from one program into another by defining how various software components should communicate with one another. They can be utilized to get access to information, features, or services offered by other programs or online services. How do we use the various tools' and websites' APIs?  Through the use of APIs (Application Programming Interfaces) on various websites and tools, developers can incorporate certain features and data from those platforms into their own apps. Here's a condensed explanation along with an illustration: 1. Comprehending APIs:  APIs are similar to collections of guidelines that let various software programs talk to one another. They specify the for...
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Quick Introduction to Artificial Intelligence - AI

  Artificial Intelligence Artificial Intelligence is a study and scientific process of creating a digital brain by instructing computers applying different methods without human involvement. In Artificial Intelligence devices learn themselves on the basis of past experiences and learnings .   Classical AI was exist some decades ago in which computers perform intelligent tasks only when specific rules are set and an input is given to them upon which they give results. That technology was not enough intelligent, usable and need of Advance AI rose. Artificial Intelligence is a study and scientific process of creating a digital brain by instructing computers applying different methods without human involvement. In Artificial Intelligence devices learn themselves on the basis of past experiences and learnings. Now a days AI is Advanced and more intelligent. AI is count as branch of Computer Science in which computers uses methods ( Machine and Deep learning ) and creating rule f...
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