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Some weeks ago, I published a post on LinkedIn.The post was based on the following figure, comparing the predictions made by two models: Linear Regression, and…
Problem Addressed ColBERT and ColPali address different facets of document retrieval, focusing on improving efficiency and effectiveness. ColBERT seeks to enhance the effectiveness of passage search…
Artificial intelligence has made remarkable strides with the development of Large Language Models (LLMs), significantly impacting various domains, including natural language processing, reasoning, and even coding…
It’s the end of the month, and you’re scrambling to close the books. You’ve been chasing down missing purchase orders, trying to match them with invoices,…
Feeling inspired to write your first TDS post? We’re always open to contributions from new authors.Agents have rapidly emerged in recent months as one of the…
We are thrilled to announce that Nanonets has been awarded 12 prestigious badges in G2’s Fall 2024 Report, cementing our position as a leader in advanced…
Large vision-language models have emerged as powerful tools for multimodal understanding, demonstrating impressive capabilities in interpreting and generating content that combines visual and textual information. These…
Monte Carlo Simulations take the spotlight when we discuss the photorealistic rendering of natural images. Photorealistic rendering, or, in layman’s words, creating indistinguishable “clones” of actual…
Large Vision-Language Models (LVLMs) have demonstrated impressive capabilities for capturing and reasoning over multimodal inputs and can process both images and text. While LVLM are impressive…
REGRESSION ALGORITHMTrimming branches smartly with cost-complexity pruningDecision Trees aren’t limited to categorizing data — they’re equally good at predicting numerical values! Classification trees often steal the…