article thumbnail

Exploring the Use of LLMs and BERT for Language Tasks

Analytics Vidhya

Introduction In the rapidly evolving landscape of artificial intelligence, especially in NLP, large language models (LLMs) have swiftly transformed interactions with technology. Since the groundbreaking ‘Attention is all you need’ paper in 2017, the Transformer architecture, notably exemplified by ChatGPT, has become pivotal.

article thumbnail

Beginners’ Guide to Finetuning Large Language Models (LLMs)

Analytics Vidhya

The seismic impact of finetuning large language models has utterly transformed NLP, revolutionizing our technological interactions. Rewind to 2017, a pivotal moment marked by […] The post Beginners’ Guide to Finetuning Large Language Models (LLMs) appeared first on Analytics Vidhya.

Modeling 197
Insiders

Sign Up for our Newsletter

This site is protected by reCAPTCHA and the Google Privacy Policy and Terms of Service apply.

article thumbnail

Big Data Analytics in eLearning: Aspects Everyone Should Know

Smart Data Collective

Big data analytics is finding applications in eLearning. In 2017, 77% of U.S. Leap forward since the adoption of big data analytics. Twinslash helps Edtech businesses build eLearning apps that leverage big data analytics. Big data analytics can also analyze what platforms people use the most to learn online.

Big Data 120
article thumbnail

How Can NLP Help My Business Implement Self-Serve Analytics?

Smarten

What is Natural Language Processing and Why Do I Need it in My Advanced Analytics Solution? While the goal is to simplify human interaction with computers, NLP is a complex mix of computational linguistics and computer science. What is Natural Language Processing (NLP)?

article thumbnail

Monetizing Analytics Features: Why Data Visualizations Will Never Be Enough

Discover which features will differentiate your application and maximize the ROI of your embedded analytics. Brought to you by Logi Analytics. But today, dashboards and visualizations have become table stakes.

article thumbnail

10 Big Data Examples Showing The Great Value of Smart Analytics In Real Life At Restaurants, Bars, and Casinos

datapine

When you think of big data, you usually think of applications related to banking, healthcare analytics , or manufacturing. After all, these are some pretty massive industries with many examples of big data analytics, and the rise of business intelligence software is answering what data management needs. Behind the scenes.

Big Data 244
article thumbnail

Make Your Investment in Analytic Technology Pay Off With Decision Requirements Modeling

Decision Management Solutions

Like many enterprises, you’ve likely made a hefty investment in analytic technology—from interactive dashboards and advanced visualization tools to data mining, predictive analytics, machine learning (ML), and artificial intelligence (AI). Limitations of common approaches to analytic projects.