Link to paper https://arxiv.org/abs/2308.10053 Notes CRS possesses the potential to: (1) understand not only users’ historical actions but also users’ (multi-turn) natural-language inputs; (2) Provide not only recommended items but also human-like responses for multiple purposes, such as preference refinement, Read more…
1. Fundamentals of Data Engineering This book dives into the world of data engineering, covering everything from how data is collected and stored to how it’s processed and used. It talks about best practices, security, and designing systems that handle Read more…
Machine learning can also be defined as the process of solving a practical problem by,1) collecting a dataset, and2) algorithmically training a statistical model based on that dataset Learning can be supervised, semi-supervised, unsupervised, and reinforcement. Supervised Learning In supervised Read more…
Java Platform 1 . Why is Java so popular? Overall, Java’s combination of platform independence, rich ecosystem, community support, robustness, scalability, security, backward compatibility, and versatility contributes to its enduring popularity among developers and organizations worldwide. 2 . What is Read more…
Link to paper https://arxiv.org/abs/2308.14296 Notes The paper propose a novel algorithm, Self-Inspiring, to improve the planning ability of the LLM agent. At each intermediate planning step, the LLM “self-inspires” to consider all previously explored states to plan for next step. Read more…
Executive Summary Week 1: Introduction Let’s say you have a data set with six houses, so you know the size of the houses in square feet or square meters and you know the price of the house and you want to fit Read more…
Amid the AI revolution, diverse AI models like large language and generative AI models have come into the limelight. These novel AI models require efficient data processing, achievable using vector embeddings. By providing semantic information to the AI models, they Read more…
Every once in a while, we stumble upon a book that profoundly impacts our lives, instigates change, and even redefines our perspectives. Today, I bring you a curated list of 12 transformative books that encompass personal development, professional growth, financial Read more…
Toxic workplaces are somewhat a taboo to talk about. It is also something very much personable. The same workplace can be toxic for one and energizing for another. There is really no one size fits all situation here.There is also Read more…