A recurrent neural network is a class of artificial neural networks where connections between nodes can create a cycle, allowing output from some nodes to affect subsequent input to the same nodes. Tasks involving sequences, such as natural language processing, speech recognition, and time series analysis, are well-suited to RNNs. Unlike other neural networks, RNNs […] The post Top 25 Interview Questions for RNN appeared first on Analytics Vidhya ..read more

In today’s world, where visuals hold the power to convey messages more effectively than words, creating stunning images has become a necessity for businesses and individuals alike. However, designing high-quality images requires expertise, creativity, and time, which not everyone possesses. Thankfully, an AI-powered image generator, Adobe Firefly, is here to revolutionize the creative industry. Also […] The post Adobe Firefly, AI-Powered Image Generator, Available to Everyone appeared first on Analytics Vidhya ..read more

Hey job seekers! Want to get noticed? Share your work with potential employers. Especially if you’re in software development or data science. A portfolio of your projects, blog posts, and open-source contributions can set you apart from other candidates. You can demonstrate your skills by creating smaller projects from start to finish. With advanced large […] The post 10 Exciting Projects on Large Language Models(LLM) appeared first on Analytics Vidhya ..read more

In a move that may surprise many, Apple has joined rival tech giant Samsung in banning employee use of OpenAI’s ChatGPT artificial intelligence platform. Apple’s decision comes after raising privacy concerns over employees’ potential to mishandle and leak confidential company data. Learn More: What is ChatGPT? Everything You Need to Know Why Did Apple Ban […] The post Apple Follows its Rival Samsung, Bans ChatGPT Over Privacy Fears appeared first on Analytics Vidhya ..read more

Introduction Welcome to the future of AI: Generative AI! Have you ever wondered how machines learn to understand human language and respond accordingly? Let’s take a look at ChatGPT – the revolutionary language model developed by OpenAI. With its groundbreaking GPT-3.5 architecture, ChatGPT has taken the world by storm, transforming how we communicate with machines […] The post How Does ChatGPT Work: From Pretraining to RLHF appeared first on Analytics Vidhya ..read more

Google I/O is a highly anticipated annual developer conference hosted by Google, where the company showcases its latest technologies and products. This year’s event, held in May 2023, did not disappoint. It was a thrilling showcase of AI-centered innovations that gave developers and consumers alike an exciting glimpse into the future of technology. Some of […] The post What All Happened in Google I/O 2023? appeared first on Analytics Vidhya ..read more

Microsoft AI Research has recently introduced a new framework called Automatic Prompt Optimization (APO) to significantly improve the performance of large language models (LLMs). This framework is designed to help users create better prompts with minimal manual intervention & optimize prompt engineering for better results. In this article, we dive into the details of APO […] The post Microsoft Introduces Automatic Prompt Optimization Framework for LLMs appeared first on Analytics Vidhya ..read more

Introduction Large Language Models (LLMs) are now widely used in a variety of applications, like machine translation, chat bots, text summarization , sentiment analysis , making advancements in the field of natural language processing (NLP). However, it is difficult to deploy and manage these LLMs in actual use, which is where LLMOps comes in. LLMOps […] The post Deploying Large Language Models in Production: LLMOps with MLflow appeared first on Analytics Vidhya ..read more

Introduction You call artificial intelligence and machine learning magic. Your friend, on the contrary, deems it as just another revolution – devouring some jobs, flooding with a double of new jobs. While this debate continues in the chorus, PwC’s global AI study says that the global economy will see a boost of 14% in GDP […] The post Emerging Trends in AI and ML in 2023 & Beyond appeared first on Analytics Vidhya ..read more

Introduction Chatbots have become an integral part of the digital landscape, revolutionizing the way businesses interact with their customers. From customer service to sales, virtual assistants to voice assistants, chatbot evolution has taken place in everyday lives and in the way companies communicate with their users. The technological capabilities of chatbots have improved over time, […] The post Chatbot Evolution: ChatGPT Vs. Rule-based appeared first on Analytics Vidhya ..read more