Fri.Jul 19, 2024

article thumbnail

Optimizing AI Performance: A Guide to Efficient LLM Deployment

Analytics Vidhya

Introduction In an era where artificial intelligence is reshaping industries, controlling the power of Large Language Models (LLMs) has become crucial for innovation and efficiency. Imagine a world where customer service chatbots not only understand but anticipate your needs, or where complex data analysis tools provide insights instantaneously. To unlock such potential, businesses must master […] The post Optimizing AI Performance: A Guide to Efficient LLM Deployment appeared first on Ana

article thumbnail

How Private Networks Are Driving the Data-Powered Enterprise of Tomorrow

insideBIGDATA

In this contributed article, Ana Redondo, Product Strategy Lead at Amdocs Technology, explores how enterprises will begin shifting their focus in 2024 to better leverage their data analytics. She explains how this shift in mindset will bring forth an upcoming data revolution. Including how the reservoirs of data, from legacy to next-gen operational technology systems, combined with the troves from the Edge and Network, will provide a new level of insights for enterprises.

Analytics 273
professionals

Sign Up for our Newsletter

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

Trending Sources

article thumbnail

7 Coding Tasks ChatGPT Can’t Do

Analytics Vidhya

Introduction ChatGPT may be the rising star in the coding world, but even this AI whiz has its limits. While it can churn out impressive code at lightning speed, there are still programming challenges that leave it stumped. Curious about what makes this digital brainiac break a sweat? We’ve compiled a list of 7 coding […] The post 7 Coding Tasks ChatGPT Can’t Do appeared first on Analytics Vidhya.

Analytics 321
article thumbnail

NTT Data Puts Ultralight Touch On Edge AI

Adrian Bridgwater for Forbes

NTT Data is working to create smaller, task-specific AI models that make advanced AI capabilities accessible in edge computing environments across the Internet of Things.

article thumbnail

Optimizing The Modern Developer Experience with Coder

Many software teams have migrated their testing and production workloads to the cloud, yet development environments often remain tied to outdated local setups, limiting efficiency and growth. This is where Coder comes in. In our 101 Coder webinar, you’ll explore how cloud-based development environments can unlock new levels of productivity. Discover how to transition from local setups to a secure, cloud-powered ecosystem with ease.

article thumbnail

Evaluating GPT-4o mini: How OpenAI’s Latest Model Stacks Up?

Analytics Vidhya

Introduction OpenAI launched GPT-4o mini yesterday (18th June 2024), taking the world by storm. There are several reasons for this. OpenAI has traditionally focused on large language models (LLMs), which take a lot of computing power and have significant costs associated with using them. However, with this release, they are officially venturing into small language […] The post Evaluating GPT-4o mini: How OpenAI’s Latest Model Stacks Up?

Analytics 313
article thumbnail

IOP Publishing Launches Series of Open Access Journals Dedicated to Machine Learning and AI for the Sciences 

insideBIGDATA

IOP Publishing (IOPP) launched a series of open access journals dedicated to the application and development of machine learning (ML) and artificial intelligence (AI) for the sciences. The new multidisciplinary Machine Learning series will collectively cover applications of ML and AI across the physical sciences, engineering, biomedicine and health, and environmental and earth science.

More Trending

article thumbnail

How Long Should You Train Your Language Model?

databricks

How long should you train your language model? How large should your model be? In today's generative AI landscape, these are multi-million dollar.

AI 300
article thumbnail

Mastering the Chain of Dictionary Technique in Prompt Engineering

Analytics Vidhya

Introduction The ability to be quick has become increasingly important in the rapidly developing fields of artificial intelligence and natural language processing. Experts and amateurs in AI are finding great success with the Chain of Dictionary method, one potent methodology. This article will thoroughly cover this intriguing strategy’s implementation, advantages, and applications.

article thumbnail

Using Machine Learning in Customer Segmentation

Machine Learning Mastery

In the past, businesses grouped customers based on simple things like age or gender. Now, machine learning has changed this process. Machine learning algorithms can analyze large amounts of data. In this article, we will explore how machine learning improves customer segmentation. Introduction to Customer Segmentation Customer segmentation divides customers into different groups.

article thumbnail

Understanding Async IO in Python

Analytics Vidhya

Introduction Imagine you’re driving through a busy city, navigating traffic lights and pedestrians swiftly to reach your destination without unnecessary delays. Similarly, Async IO in Python allows your programs to multitask efficiently, handling multiple operations concurrently like a skilled city driver. In this article, we explore Async IO—a powerful Python feature that enhances performance by […] The post Understanding Async IO in Python appeared first on Analytics Vidhya.

Python 260
article thumbnail

15 Modern Use Cases for Enterprise Business Intelligence

Large enterprises face unique challenges in optimizing their Business Intelligence (BI) output due to the sheer scale and complexity of their operations. Unlike smaller organizations, where basic BI features and simple dashboards might suffice, enterprises must manage vast amounts of data from diverse sources. What are the top modern BI use cases for enterprise businesses to help you get a leg up on the competition?

article thumbnail

Machine Learning Made Simple for Data Analysts with BigQuery ML

KDnuggets

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.

ML 291
article thumbnail

What is Levenshtein Distance?

Analytics Vidhya

Introduction As you work on a significant document, let’s say you see you’ve spelled a word incorrectly. It can be difficult to find and fix these kinds of mistakes by hand. Now for the intriguing Levenshtein Distance: it measures the amount of work needed to change one sequence into another, providing an effective tool for […] The post What is Levenshtein Distance?

Analytics 241
article thumbnail

Smartphone-maker Xiaomi unveils SU7 Ultra, a 1548hp, 4-door electric hypercar

Hacker News

Xiaomi, the Chinese smartphone-maker that has recently taken a dip into electric cars with the SU7 has now unveiled a hyper-sports version of its 4-door EV in the SU7 Ultra, which it aims to be the fastest 4-door car in the world, gas or electric.

181
181
article thumbnail

AV Byte: Breakthroughs in AI – OpenAI’s GPT-4o Mini and Other Game-Changing Innovations

Analytics Vidhya

This week, the AI world has been buzzing with excitement as major players like OpenAI, Mistral AI, NVIDIA, DeepSeek, and Hugging Face unveiled their latest models and innovations. These new releases promise to make AI more powerful, affordable, and accessible. With advancements in training techniques, these developments are set to transform various industries, showcasing the […] The post AV Byte: Breakthroughs in AI – OpenAI’s GPT-4o Mini and Other Game-Changing Innovations appeared

AI 211
article thumbnail

The Cloud Development Environment Adoption Report

Cloud Development Environments (CDEs) are changing how software teams work by moving development to the cloud. Our Cloud Development Environment Adoption Report gathers insights from 223 developers and business leaders, uncovering key trends in CDE adoption. With 66% of large organizations already using CDEs, these platforms are quickly becoming essential to modern development practices.

article thumbnail

FCC votes unanimously to dramatically limit prison telecom charges

Hacker News

WASHINGTON, D.C. — Today, the Federal Communications Commission (FCC) voted unanimously to dramatically limit the rates that prison telecoms charge for phone and video calls from prisons and jails. The new order more than halves the per-minute rate caps for all prison and jail phone calls across the country. It also establishes interim per-minute rate caps for video calls, marking the first time the FCC has set rules for prison communication beyond phone calls.

174
174
article thumbnail

What is the Forward Process Stable Diffusion?

Analytics Vidhya

Introduction Have you ever wondered how AI can create stunning images from scratch? That’s where Stable Diffusion comes in! It’s a fascinating concept in machine learning and generative AI, falling under the umbrella of generative models. In this article, we’ll dive into the magic behind Stable Diffusion. We’ll explore its theoretical foundations, practical implementation, and […] The post What is the Forward Process Stable Diffusion?

article thumbnail

Postgres vs. Pinecone

Hacker News

We respond to Pinecone's recent blog post comparing Postgres and Pinecone. We show that Postgres can outperform Pinecone in the same benchmarks Pinecone covered in their article.

169
169
article thumbnail

How to Set Up MLflow on GCP?

Analytics Vidhya

Introduction I recently needed to set up an environment of MLflow, a popular open-source MLOps platform, for internal team use. We generally use GCP as an experimental platform, so I wanted to deploy MLflow on GCP, but I couldn’t find a detailed guide on how to do so securely. Several points are stuck for beginners […] The post How to Set Up MLflow on GCP?

Analytics 190
article thumbnail

Marketing Operations in 2025: A New Framework for Success

Speaker: Mike Rizzo, Founder & CEO, MarketingOps.com and Darrell Alfonso, Director of Marketing Strategy and Operations, Indeed.com

Though rarely in the spotlight, marketing operations are the backbone of the efficiency, scalability, and alignment that define top-performing marketing teams. In this exclusive webinar led by industry visionaries Mike Rizzo and Darrell Alfonso, we’re giving marketing operations the recognition they deserve! We will dive into the 7 P Model —a powerful framework designed to assess and optimize your marketing operations function.

article thumbnail

Rare footage of largest uncontacted tribe in the world: 'disaster in the making'

Hacker News

Rare images of members of the world’s largest uncontacted tribe show them emerging from the Peruvian Amazon – just miles from where companies are controversi.

181
181
article thumbnail

How Retrieval Augment Generation Makes LLMs Smarter

KDnuggets

One counter to LLMs making up bogus sources or coming up with inaccuracies is retrieval-augmented generation or RAG. Not only can RAG decrease the tendency of LLMs to hallucinate but several other advantages as well.

138
138
article thumbnail

Radxa X4 low-cost, credit card-sized Intel N100 SBC goes for $60 and up

Hacker News

Radxa X4 is a credit card-sized Intel Processor N100 single board computer (SBC) that costs almost the same as a Raspberry Pi 5 with the 4GB RAM model

180
180
article thumbnail

Google DeepMind at ICML 2024

DeepMind

Teams from across Google DeepMind will present more than 80 research papers exploring AGI, the challenges of scaling and the future of multimodal generative AI.

AI 127
article thumbnail

Introducing CDEs to Your Enterprise

Explore how enterprises can enhance developer productivity and onboarding by adopting self-hosted Cloud Development Environments (CDEs). This whitepaper highlights the simplicity and flexibility of cloud-based development over traditional setups, demonstrating how large teams can leverage economies of scale to boost efficiency and developer satisfaction.

article thumbnail

3D visualization brings nuclear fusion to life

Hacker News

EPFL was selected by the EUROfusion consortium to develop an advanced visualization system for a preliminary process in nuclear fusion. The system is designed to turn reams of simulation and testing data into real-time graphics worthy of today’s advanced video games.

157
157
article thumbnail

Get started using Claude 3.5 Sonnet with audio data

AssemblyAI

Claude 3.5 Sonnet, recently announced by Anthropic , sets new industry benchmarks for many LLM tasks. It excels in tasks ranging from complex coding to nuanced literary analysis, showcasing exceptional context awareness and creativity. In this tutorial, you'll learn how to use Claude 3.5 Sonnet, Claude 3 Opus, and Claude 3 Haiku with audio or video files in Python.

Python 119
article thumbnail

Academics shocked after T&F sells access to their research to Microsoft AI

Hacker News

Authors claim they have not been told about the AI deal, were not given the opportunity to opt out and are receiving no extra payment.

AI 182
article thumbnail

The one constant in our AI future? Data

SAS Software

With all the technology changes coming in the next five years, what should organizations invest in first? The innovations keep coming and so do the 3 a.m. night sweats for decision makers. “How will we catch up when technology seems to change overnight, nearly every night?” It’s a surprisingly common [.] The post The one constant in our AI future? Data appeared first on SAS Blogs.

AI 117
article thumbnail

Prepare Now: 2025s Must-Know Trends For Product And Data Leaders

Speaker: Jay Allardyce, Deepak Vittal, and Terrence Sheflin

As we look ahead to 2025, business intelligence and data analytics are set to play pivotal roles in shaping success. Organizations are already starting to face a host of transformative trends as the year comes to a close, including the integration of AI in data analytics, an increased emphasis on real-time data insights, and the growing importance of user experience in BI solutions.

article thumbnail

'The DOJ's Assault on Apple Will Harm Consumers'

Hacker News

U.S. Senator Rand Paul writes that the Department of Justice's lawsuit punishes Apple for a feature its customers like.

182
182
article thumbnail

10 Important Blogs to Stay Updated with LLM Research & News

Towards AI

Last Updated on July 19, 2024 by Editorial Team Author(s): Youssef Hosni Originally published on Towards AI. Staying up-to-date with the rapidly evolving world of Large Language Model (LLM) research and news can be a challenging task. With countless resources and endless streams of information, it’s easy to get overwhelmed. Luckily, there are many outstanding bloggers and newsletter writers who dedicate their time to distilling the latest advancements and trends in LLM research.

AI 110
article thumbnail

Pornhub Pulls Out of Nebraska

Hacker News

The number of states without access to Pornhub continues to grow as Nebraska is the latest state to pass an age verification law.

174
174
article thumbnail

AI Hallucinations

Towards AI

Author(s): Paul Ferguson, Ph.D. Originally published on Towards AI. Where Artificial Intelligence Meets Artificial ImaginationImage generated by Dall-E In an age where AI can outperform humans in complex tasks, it’s also spinning tales that would make Baron Munchausen blush. Large Language Models (LLMs), the crown jewels of artificial intelligence, are unintentionally becoming the world’s most sophisticated liars.

AI 100
article thumbnail

How to Drive Cost Savings, Efficiency Gains, and Sustainability Wins with MES

Speaker: Nikhil Joshi, Founder & President of Snic Solutions

Is your manufacturing operation reaching its efficiency potential? A Manufacturing Execution System (MES) could be the game-changer, helping you reduce waste, cut costs, and lower your carbon footprint. Join Nikhil Joshi, Founder & President of Snic Solutions, in this value-packed webinar as he breaks down how MES can drive operational excellence and sustainability.