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Data analysis is undergoing a revolution. Machine learning (ML), once the exclusive domain of data scientists, is now accessible to data analysts like you. Thanks to tools like BigQuery ML, you can harness the power of ML without needing a computer science degree. Let's explore how to get started.
What…
Large Language Models (LLMs) and their multi-modal counterparts (MLLMs) have made significant strides in advancing artificial general intelligence (AGI) across various domains. However, these models face a significant challenge in the realm of visual mathematical problem-solving. While MLLMs have demonstrated impressive capabilities in diverse tasks, they struggle to fully utilize their potential when confronted with…
Research
Published
19 July 2024
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Technological advancements in sensors, AI, and processing power have propelled robot navigation to new heights in the last several decades. To take robotics to the next level and make them a regular part of our lives, many studies suggest transferring the natural language space of ObjNav and VLN to the multimodal space so the robot…
While we ingest the data from the API, we will apply some criteria. First, we will only ingest documents where the year is between 2016 and 2022. We want fairly recent language as terms and taxonomy of certain subjects can change over long periods of time. We will also add key terms and conduct multiple…
Copying tables from PDFs to Excel can be a nightmare. Wonky formatting, lost data, and inconsistencies can make you want to pull your hair out. It's a chore nobody wants to do, especially when dealing with complex tables, inconsistent layouts, multiple languages, and unstructured data. You know you're in for a tough time when you…
This tutorial blog examines some of the use cases of key-value pair extractions, the traditional and current approaches to solving the task, and a sample implementation with code. You encounter KVPs more often than you might realize. Remember the last time you flipped through a dictionary? Each word (the key) is paired with its definition…
IInvoice management software is transforming financial processes for businesses in 2024. If you're looking to streamline your invoicing, you're making a smart move that could save your company time and money. Many businesses face challenges with invoice processing—from data entry errors to delayed payments. These issues can impact cash flow and overall efficiency. Fortunately, there's…
Natural Language Processing (NLP) is a fascinating field that bridges the gap between human communication and machine understanding. One of the fundamental steps in NLP is text preprocessing, which transforms raw text data into a format that can be effectively analyzed and utilized by algorithms. In this blog, we’ll delve into three essential NLP preprocessing…
There’s never been more pressure to optimize the workplace. Over the last few years, turbulent economic conditions have left many businesses looking for ways to cut costs and promote productivity in the office. Capitalizing on the Internet of Things (IoT) is a great way to do that.
IoT devices like smart thermostats and occupancy…