Sat.Sep 17, 2022

article thumbnail

Underlying Engineering Behind Alexa’s Contextual ASR

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Introduction Conventionally, an automatic speech recognition (ASR) system leverages a single statistical language model to rectify ambiguities, regardless of context. However, we can improve the system’s accuracy by leveraging contextual information. Any type of contextual information, like device context, conversational context, and metadata, […].

Metadata 344
article thumbnail

6 tips for successfully leading software developers

CIO Business Intelligence

Developers are notoriously grumpy and unamenable to disruption. They tend to want to continue working until they arrive at a place of completion and satisfaction. . That’s all well and good unless they’ve lost sight of the bigger picture. What’s an IT leader to do? The following perspectives will help you better understand what motivates and mystifies developers and can guide your thinking on how to be the leader your team needs.

Software 118
Insiders

Sign Up for our Newsletter

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

article thumbnail

Exploratory Data Analysis of Zomato Bangalore Restaurants

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Introduction With the rise of meal delivery services, everyone can now enjoy their favorite restaurant food from the comfort of their own home. Giant food aggregators and food shipping companies like Zomato have made it feasible. Zomato is one of India’s most extensively […].

article thumbnail

70% of legal departments don’t invest in digital transformation: Report

CIO Business Intelligence

More than 70% of US legal departments across enterprises spanning various industry sectors have not made any investment towards digital transformation in the last two years, according to a joint report from The Association of Corporate Counsel (ACC) and legal-technology company Disco. The report captures insights from a survey of 278 law department leaders and legal operations professionals and shows that larger companies were more open to transformation initiatives than smaller ones.

article thumbnail

LLMOps for Your Data: Best Practices to Ensure Safety, Quality, and Cost

Speaker: Travis Addair, Co-Founder and CTO at Predibase

Large Language Models (LLMs) such as ChatGPT offer unprecedented potential for complex enterprise applications. However, productionzing LLMs comes with a unique set of challenges such as model brittleness, total cost of ownership, data governance and privacy, and the need for consistent, accurate outputs. Putting the right LLMOps process in place today will pay dividends tomorrow, enabling you to leverage the part of AI that constitutes your IP – your data – to build a defensible AI strategy for

article thumbnail

Image Prediction Using a Pre-trained Model

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Introduction Researchers from all over the world compete to create the most precise and effective picture recognition systems. Therefore, it often makes sense to employ an existing neural network design as a starting point for your own projects rather than having them bend […].

Modeling 244