Analytics Vidhya
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Analytics Vidhya is a passionate community to learn every aspect of Analytics from web analytics to big data, advanced predictive modeling techniques and application of analytics in business. Follow our blog that focuses on machine learning, artificial intelligence, business analytics, data science, big data, data visualization tools, and techniques.
Analytics Vidhya
2h ago
Introduction When it comes to face recognition, researchers are constantly pushing the boundaries of accuracy and scalability. However, a significant challenge arises with the exponential growth of identities juxtaposed with the finite capacity of GPU memory. Previous studies have primarily focused on refining loss functions for facial feature extraction networks, with softmax-based loss functions driving […]
The post Guide to Face Recognition at Massive Scale with Partial FC appeared first on Analytics Vidhya ..read more
Analytics Vidhya
4h ago
At Analytics Vidhya, we’re celebrating the Women of Data Science by highlighting their remarkable journeys and achievements on our blog throughout March. We believe their stories can inspire, uplift, and empower others. Today, we have the privilege of featuring Vidhya Chandrasekaran. Let’s delve into her inspiring story! Vidhya Chandrasekaran’s Journey in her own Words I […]
The post Vidhya Chandrasekaran’s Journey from Kitchen to Google appeared first on Analytics Vidhya ..read more
Analytics Vidhya
5h ago
Machine learning (ML) can seem complex, but what if you could train a model without writing any code? This guide unlocks the power of ML for everyone by demonstrating how to train a ML model with no code. Dataset Used The Iris dataset is a classic in the field of machine learning, offering a straightforward […]
The post Step-by-Step Guide to Training ML Model with No Code appeared first on Analytics Vidhya ..read more
Analytics Vidhya
5h ago
Introduction In the fast changing world of big data processing and analytics, the potential management of extensive datasets serves as a foundational pillar for companies for making informed decisions. It helps them to extract useful insights from their data. A variety of solutions has been emerged in past few years , such as Databricks Delta […]
The post Guide to Migrating from Databricks Delta Lake to Apache Iceberg appeared first on Analytics Vidhya ..read more
Analytics Vidhya
5h ago
Deep learning is a powerful tool of artificial intelligence that’s changing many things. It is essential to have a good knowledge of Deep Learning, if you are aiming to make a career in AI. To make your life easy, we have made a list of some common Deep Learning ebooks, that you must read. This […]
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Analytics Vidhya
7h ago
OpenAI is making waves in Hollywood with Sora. Imagine being able to generate short movies just by describing them in plain English! That’s precisely what Sora showcased in its recent video releases. Sora has the potential to revolutionize filmmaking by giving artists and directors a powerful new tool to explore their creativity. Sora is at its […]
The post Is OpenAI’s Sora Ready to Enter Hollywood? appeared first on Analytics Vidhya ..read more
Analytics Vidhya
11h ago
Introduction In today’s data-driven world, safeguarding Personally Identifiable Information (PII) is paramount. PII encompasses data like names, addresses, phone numbers, and financial records, vital for individual identification. With the rise of artificial intelligence and its vast data processing capabilities, protecting PII while harnessing its potential for personalized experiences is crucial. Retrieval Augmented Generation (RAG) emerges […]
The post PII Detection and Masking in RAG Pipelines appeared first on Analytics Vidhya ..read more
Analytics Vidhya
11h ago
Introduction Large Language models (LLMs) can generate coherent and contextually relevant text since they are trained on extensive datasets and leveraging billions of parameters. This immense scale endows LLMs with emergent properties, such as nuanced understanding and generation capabilities across domains surpassing simpler models. However, these advantages come at the cost of high computational requirements […]
The post Optimize Resource Usage with the Mixture of Experts and Grok-1 appeared first on Analytics Vidhya ..read more
Analytics Vidhya
12h ago
Imagine a personal computer that uses AI to enhance your daily tasks and streamline workflows. This vision is no longer science fiction, thanks to Intel’s AI PC Acceleration Program. Intel launched the AI PC Developer Program to easy the process of adding AI features to the software. This initiative targets software developers and independent software […]
The post Intel Launches AI PC Acceleration Program, Promising 300+ AI Features in 2024 appeared first on Analytics Vidhya ..read more
Analytics Vidhya
14h ago
Introduction Generative AI, in its essence, is like a wizard’s cauldron, brewing up images, text, and now videos from a set of ingredients known as data. The magic lies in its ability to learn from this data and generate new, previously unseen content strikingly similar to the real thing. Image generation models like DALL-E have […]
The post Mora: An Open Source Alternative to Sora appeared first on Analytics Vidhya ..read more