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Why might a business use web scraping to collect data?

In today’s highly competitive business landscape, having access to updated and accurate data is imperative for an organization. However, constantly collecting and keeping this data updated is extremely time-consuming and resource-intensive. Hence, businesses must use automated data collection processes to gain a competitive advantage.  The digital age has ensured that most data organizations need is…

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Simplifying AI: A Dive into Lightweight Fine-Tuning Techniques | by Anurag Lahon

In natural language processing (NLP), fine-tuning large pre-trained language models like BERT has become the standard for achieving state-of-the-art performance on downstream tasks. However, fine-tuning the entire model can be computationally expensive. The extensive resource requirements pose significant challenges. In this project, I explore using a parameter-efficient fine-tuning (PEFT) technique called LoRA to fine-tune BERT…

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Web Scraping for Market Research

In today’s highly competitive business landscape, staying ahead is a constant struggle for all organizations. To achieve this, businesses must be updated with the latest information about the market, customers, and competitors. Gathering information about any of these is known as market research.  Whether you are launching a new product or improving an existing one,…

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Stylus: An AI Tool that Automatically Finds and Adds the Best Adapters (LoRAs, Textual Inversions, Hypernetworks) to Stable Diffusion based on Your Prompt

Adopting finetuned adapters has become a cornerstone in generative image models, facilitating customized image creation while minimizing storage requirements. This transition has catalyzed the development of expansive open-source platforms, fostering communities to innovate and exchange various adapters and model checkpoints, thereby propelling the proliferation of creative AI art. With over 100,000 adapters now available, the…

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Top 15 Integrations & Apps on NetSuite

NetSuite, one of the premier cloud-based ERPs on the market today, has a long list of integrations and applications that can be used in congruence with the platform itself, making its business impact even more profound. If you want more functionality than what is provided by out-of-the-box features, the wide variety of available NetSuite integrations…

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Stripe Reconciliation: The Complete Guide

Introduction to Stripe Reconciliation Every digital purchase is a complex interplay of entities—Customers, Merchants, Acquirers, and Issuing Banks—that orchestrate the flow of funds. A Payment Service Provider (PSP) acts as an intermediary between merchants and the financial institutions involved in processing online transactions. Stripe is a PSP that offers a suite of services to streamline…

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