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RAG Efficiency, Self-Learning Tips, the Business of AI, and Other January Must-Reads | by TDS Editors | Feb, 2024

Data ScienceFebruary 1, 2024131Views 0Likes 0Comments

By now we may have moved on from “Happy new year!” territory, but January’s jolt of energy and activity is still very much with us. We see it in the posts that have drawn the most readers and generated the liveliest conversations in recent weeks: they tend to focus on teaching oneself new skills, seeking…

What is Month End Reconciliation? Guide & Best Practices

NanonetsFebruary 1, 2024155Views 0Likes 0Comments

Month-end close is a widely accepted accounting standard that is aimed at keeping an accurate set of financial records and detecting errors/fraud. It involves recording, reviewing, and reconciling records at the end of every month. Month-end reconciliation is the most important part of the month-end close process. It’s a crucial step to ensure that you…

5 Free Courses to Break Into Data Analytics

Data AnalyticsFebruary 1, 2024145Views 0Likes 0Comments

Image generated with DALLE-3 If you’d like to switch to a data career, learning data analytics is super helpful. That’s why we put together this list of free data analytics courses to help you jumpstart your journey! Even if you're an absolute beginner excited to explore the field of data, you’ll find these…

Deep Learning Illustrated, Part 1: How Does A Neural Network Work? | by Shreya Rao | Jan, 2024

Data ScienceFebruary 1, 2024106Views 0Likes 0Comments

An illustrated and intuitive guide to Neural Networks If you have read my previous articles, you’ll know what’s coming next. In this part of the internet, we take complex-sounding concepts and make them fun and nbd by illustrating them. And if you haven’t read my previous articles, I highly recommend you start with my series…

Maximizing Efficiency in Data Analysis with ChatGPT

Data AnalyticsJanuary 31, 2024156Views 0Likes 0Comments

Image by Editor With data becoming the most valuable business asset, data analysis plays a crucial role in organizational decision-making. Companies need to inspect, transform thoroughly, and model data to discover helpful information and aid decision-making. As organizations have to deal with increasing volumes of data, analyzing them has become a challenging task.…

Fine Tuning LLMs on a Single Consumer Graphic Card | by Naser Tamimi | Jan, 2024

Data ScienceJanuary 31, 2024123Views 0Likes 0Comments

GENERATIVE AI Learnings from fine tuning a large language model on a single consumer GPU Image by Author (Midjourney).When we think about Large Language Models or any other generative models, the first hardware that comes to mind is GPU. Without GPUs, many advancements in Generative AI, machine learning, deep learning, and data science would’ve been…

Does ChatGPT Have The Potential To Become A New Chess Super Grandmaster?

Data AnalyticsJanuary 31, 2024118Views 0Likes 0Comments

Image from Editor As a solid ex-chess player (junior champion, ELO 2000+) and NLP data scientist, I have been planning to write this article for a while. The first time I heard about ChatGPT's ability to play chess, was from one of my colleagues. Ph.D. and a very smart guy. He sent me…

Lingua Franca — Entity-Aware Machine Translation Approach for Question Answering over Knowledge Graphs | by Aleksandr Perevalov | Jan, 2024

Data ScienceJanuary 31, 2024139Views 0Likes 0Comments

Towards a lingua franca for knowledge graph question answering systems Machine Translation (MT) can enhance existing Question Answering (QA) systems, which have limited language capabilities, by enabling them to support multiple languages. However, there is one major drawback of MT — often, it fails at translating named entities that are not translatable word-by-word. For example,…

Why LLMs Used Alone Can’t Address Your Company’s Predictive Needs

Data AnalyticsJanuary 31, 2024140Views 0Likes 0Comments

Sponsored Content ChatGPT and similar tools based on large language models (LLMs) are amazing. But they aren’t all-purpose tools. It’s just like choosing other tools for building and creating. You need to pick the right one for the job. You wouldn’t try to tighten a bolt with a hammer or flip a hamburger patty…

This AI Paper from China Unveils ‘Vary-toy’: A Groundbreaking Compact Large Vision Language Model for Standard GPUs with Advanced Vision Vocabulary

AI NewsJanuary 31, 2024146Views 0Likes 0Comments

In the past year, large vision language models (LVLMs) have become a prominent focus in artificial intelligence research. When prompted differently, these models show promising performance across various downstream tasks. However, there’s still significant potential for improvement in LVLMs’ image perception capabilities. Enhanced perceptual abilities for visual concepts are crucial for advancing model development and…