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Articles by Shivansh Kaushal
Top 100 Data Science Interview Questions and Answers (2026 Edition)
Reading list Introduction to Exploratory Data Analysis & Data InsightsDescriptive StatisticsInferential StatisticsHow to Understand Population Distributions?
Finetuning Large Language Models
Embark on a journey through the evolution of artificial intelligence and the astounding strides made in Natural Language Processing (NLP). In a mere blink, AI has surged, shaping our world. The seismic impact of finetuning large language models has utterly transformed NLP, revolutionizing our technological interactions. Rewind to 2017, a pivotal moment marked by ‘Attention is all you need,’ birthing the groundbreaking ‘Transformer’ architecture.
DataHour: LlamaIndex QA System with Private Data and Effective Evaluation
Introduction Datahour is an online 1-hour web series by Analytics Vidhya, where industry experts share their knowledge and experience in data science and artificial intelligence. In one such session, Ravi Theja, an accomplished Data Scientist at Glance-Inmobi, shared his expertise in building and deploying cutting-edge machine learning models for recommender systems, NLP applications, and Generative AI.
DataHour: Reducing ChatGPT Hallucinations by 80%
Introduction Natural Language Processing (NLP) models have become increasingly popular in recent years, with applications ranging from chatbots to language translation. However, one of the biggest challenges in NLP is reducing ChatGPT hallucinations or incorrect responses generated by the model. In this article, we will discuss the techniques and challenges involved in reducing hallucinations in NLP models.
How to Train a Custom Dataset with YOLOv5?
Introduction We have seen some fancy terms for AI and deep learning, such as pre-trained models, transfer learning, etc. Let me educate you with a widely used technology and one of the most important and effective: Transfer learning with YOLOv5. You Only Look Once, or YOLO is one of the most extensively used deep learning-based object identification methods. Using a custom dataset, this article will show you how to train one of its most recent variations, YOLOv5.
Top 100 Data Science Interview Questions
Introduction Data science is a rapidly growing field that is changing the way organizations understand and make decisions based on their data. As a result, companies are increasingly looking to hire data scientists to help them make sense of their data and drive business outcomes. This has led to a high demand for data scientists, and competition for these positions can be fierce.
Computer Vision in 2022 - A Quick Recap
Analytics Vidhya Announcement Computer Vision Listicle Object Tracking Introduction Computer Vision is a branch of AI that provides a machine high-level understanding of an image and the power to perform tasks on images that even humans cannot perform. 2022 has been the year of boom for Computer Vision. It has been the most productive year for Computer Vision so far.
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