Tue.May 21, 2024

article thumbnail

Agentic AI Demystified: The Ultimate Guide to Autonomous Agents

Analytics Vidhya

Introduction Artificial Intelligence (AI) has undergone significant advancements over recent years. Initially limited to automating basic, repetitive tasks, traditional AI has grown to be an invaluable part of every industry. Although they enhance efficiency and productivity, conventional AI systems cannot handle complex decision-making and intricate workflows.

article thumbnail

New Research from Elastic Finds Conversational Search Could Yield Staggering Productivity Returns

insideBIGDATA

New research by Elastic (NYSE: ESTC), the company behind Elasticsearch®, found nearly all (99%) global IT decision makers, regardless of region or industry, recognize GenAI's transformative potential to influence change within their organizations. However, early adoption continues to be slowed by chaotic data estates, search challenges, and fears around privacy and security, regulation, and internal skills gaps.

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

Guide on Integrating Azure Services for Enhanced Data Management & Analysis

Analytics Vidhya

Introduction Within the ever-evolving cloud computing scene, Microsoft Azure stands out as a strong stage that provides a wide range of administrations that disentangle applications’ advancement, arrangement, and administration. From new businesses to expansive endeavors, engineers leverage Azure to upgrade their applications with the control of cloud innovation and manufactured insights.

Azure 300
article thumbnail

Announcing Mosaic AI Vector Search General Availability in Databricks

databricks

Following the announcement we made around a suite of tools for Retrieval Augmented Generation, today we are thrilled to announce the general availability.

AI 313
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have migrated their testing and production workloads to the cloud, yet development environments often remain tied to outdated local setups, limiting efficiency and growth.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

All About AI-powered Jupyter notebooks with JupyterAI

Analytics Vidhya

Introduction Generative AI has been at the forefront of recent advancements in artificial intelligence. It has become a part of every major sector, from tech and healthcare to finance and entertainment, and continues transforming our work. It has enabled us to create high-quality content and perform complex tasks in minutes. Now, imagine a world where […] The post All About AI-powered Jupyter notebooks with JupyterAI appeared first on Analytics Vidhya.

article thumbnail

How to Fine-Tune BERT for Sentiment Analysis with Hugging Face Transformers

KDnuggets

Find out how to fine-tune BERT for sentiment analysis with Hugging Face Transformers. No unnecessary nonsense, just what you need.

316
316

More Trending

article thumbnail

10 GitHub Repositories to Master Data Engineering

KDnuggets

Learn data engineering through free courses, tutorials, books, tools, guides, roadmaps, practice exercises, projects, and other resources.

article thumbnail

Python 3.12 – New Features and Improvements

Analytics Vidhya

Introduction Python 3.12 introduces a host of new features and enhancements that significantly augment the language’s usability, performance, and developer experience. From a refined type parameter syntax to improvements in error messages and enhancements across various modules, Python 3.12 strengthens its position as a versatile and powerful programming language.

Python 283
article thumbnail

Cookiecutter Data Science V2

DrivenData Labs

The original Cookiecutter Data Science (CCDS) was published over 8 years ago. The goal was, as the tagline states “a logical, reasonably standardized but flexible project structure for data science.” That version , now affectionately called V1, has been a workhorse for a long time, and got the job done for many projects while being mostly unchanged.

article thumbnail

Multimodal Chatbot with Text and Audio Using GPT 4o

Analytics Vidhya

Introduction Since the release of GPT models by OpenAI, such as GPT 4o, the landscape of Natural Language Processing has been changed entirely and moved to a new notion called Generative AI. Large Language Models are at the core of it, which can understand complex human queries and generate relevant answers to them. The next […] The post Multimodal Chatbot with Text and Audio Using GPT 4o appeared first on Analytics Vidhya.

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

What is responsible AI? 5 core principles to building AI responsibly

Data Science Dojo

Generative AI represents a significant leap forward in the field of artificial intelligence. Unlike traditional AI, which is programmed to respond to specific inputs with predetermined outputs, generative AI can create new content indistinguishable from that produced by humans. It utilizes machine learning models trained on vast amounts of data to generate a diverse array of outputs, ranging from text to images and beyond.

AI 195
article thumbnail

Do More with Less: Copilot+ PCs – Powerful, Efficient, and AI-powered

Analytics Vidhya

Microsoft announced a new generation of Windows PCs called Copilot+ PCs on May 20, 2024 at the Microsoft Event. These PCs boast superior performance, long battery life, and powerful built-in AI features, marking a significant leap in PC technology. Satya Nadella announced that major manufacturers like Dell, Lenovo, Samsung, HP, Acer, and Asus will offer […] The post Do More with Less: Copilot+ PCs – Powerful, Efficient, and AI-powered appeared first on Analytics Vidhya.

AI 275
article thumbnail

What is responsible AI? 6 core principles to building AI responsibly

Data Science Dojo

Generative AI represents a significant leap forward in the field of artificial intelligence. Unlike traditional AI, which is programmed to respond to specific inputs with predetermined outputs, generative AI can create new content indistinguishable from that produced by humans. It utilizes machine learning models trained on vast amounts of data to generate a diverse array of outputs, ranging from text to images and beyond.

AI 195
article thumbnail

GenAI Roadmap for Enterprises

Analytics Vidhya

Introduction With businesses evolving rapidly, companies are looking for new ways or approaches to gain a competitive edge and achieve efficiency and their customer’s rising expectations. It is no longer a secret that emerging technology such as GenAI (Generative Artificial Intelligence) may revolutionize customer service and interaction, content creation, decision-making, creativity, and other organizational activities. […] The post GenAI Roadmap for Enterprises appeared first on An

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

Introducing the Databricks AI Fund

databricks

We’re excited to announce the Databricks AI Fund, showcasing our commitment to supporting a new generation of founders and startups.

AI 266
article thumbnail

Nutanix Cements Enterprise AI Foundations With GPT-In-A-Box 2.0

Adrian Bridgwater for Forbes

This decade’s AI has been as chaotic as it has been inspirational, i.e. organizations have to think about the infrastructure, the front-end and the data layer in between.

AI 195
article thumbnail

A Guide to Working with SQLite Databases in Python

KDnuggets

Get started with SQLIte databases in Python using the built-in sqlite3 module.

Database 306
article thumbnail

Google announces Firebase Genkit with Ollama support

Hacker News

At Google IO 2024, Google announced Ollama support in Firebase Genkit, a new open-source framework for developers to build, deploy and monitor production-ready AI-powered apps.

AI 181
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

Cleaning Code Bloat For Greener Software

Adrian Bridgwater for Forbes

Recognizing that code bloat exists is the first step towards a healthier software lifestyle and a greener cleaner use of cloud-native technology services overall.

146
146
article thumbnail

Sam Altman Is Full of S**t

Hacker News

Note: In my last newsletter, I said that my next post would be the second part of my Facebook autopsy. Don’t worry, that’s still coming, but given the recent drama between Sam Altman, OpenAI, and Scarlett Johansson, I felt the need to write something.

182
182
article thumbnail

Be Part of The AI Con USA 2024 with a Free Virtual Pass

KDnuggets

The countdown is on, it’s only 2 weeks until AI Con USA.

AI 258
article thumbnail

Mapping the Mind of a Large Language Model

Hacker News

We have identified how millions of concepts are represented inside Claude Sonnet, one of our deployed large language models. This is the first ever detailed look inside a modern, production-grade large language model.

182
182
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

On Efficient and Statistical Quality Estimation for Data Annotation

Machine Learning Research at Apple

Annotated data is an essential ingredient to train, evaluate, compare and productionalize machine learning models. It is therefore imperative that annotations are of high quality. For their creation, good quality management and thereby reliable quality estimates are needed. Then, if quality is insufficient during the annotation process, rectifying measures can be taken to improve it.

article thumbnail

85% of Neuralink implant wires are already detached, says patient

Hacker News

An estimated 85-percent of Neuralink’s brain-computer interface (BCI) implant threads connected to the first human patient’s motor cortex are now completely detached and his brain has shifted inside his skull up to three times what the company expected, volunteer Noland Arbaugh told The Wall Street Journal on Monday.

181
181
article thumbnail

AI Governance mapped

IBM Data Science in Practice

watsonx.governance has been touted as t he most comprehensive AI Governance tool as it covers multiple types of AI Governance requirements all in a single platform. But what does that mean? AI Governance is an overloaded term, and different organizations claim to support AI Governance “end to end” while actually only covering a subset of required functionality.

AI 130
article thumbnail

Microsoft Phi-3 Cookbook

Hacker News

This is a Phi-3 book for getting started with Phi-3. Phi-3, a family of open AI models developed by Microsoft. Phi-3 models are the most capable and cost-effective small language models (SLMs) available, outperforming models of the same size and next size up across a variety of language, reasoning, coding, and math benchmarks. - GitHub - microsoft/Phi-3CookBook: This is a Phi-3 book for getting started with Phi-3.

AI 176
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

5 tips to ensure your cloud databases are compliant, secure and private

Dataconomy

Data has never been more precious as a resource, making data security more crucial than ever before. Data protection regulations such as GDPR, HIPAA, and CCPA keep proliferating, and the threat of cyber-attacks is only increasing, with vectors that include state-sponsored cyber-warfare “soldiers” and Ransomware as a Service (RaaS). Developers, data privacy officers, and IT security teams are under pressure to make sure that cloud databases are not only functional and efficient, but also comply w

Database 132
article thumbnail

Underwater acoustic analysis reveals unique pressure signals – Revisiting MH370

Hacker News

Data analysis from the hydroacoustic stations of the Comprehensive Nuclear-Test-Ban Treaty Organization has unveiled distinctive pressure signals linked to aircraft crashes of varying sizes in the ocean. Notably, these signals were detected at distances ranging from two to five thousand kilometres, highlighting the efficacy of underwater acoustic technology in event identification and classification in marine environments.

article thumbnail

Visualize This (2nd ed.): A real book that’s almost here

FlowingData

Visualize This is a real book now! The official publication date is May 29, but you might get it early if you order now , depending on where and when you order it. The publication process is interesting, because you write and write and make lots of charts over many months. There’s editing and revision. It’s on your mind constantly. Then there’s a gap when your part is done and your publisher (for me, Wiley) takes over.

145
145
article thumbnail

Response Filter Denial of Service (RFDoS)

Hacker News

TL;DR: Basically, if a target website is protected by a WAF using the OWASP Core Rule Set or Comodo Rule Set or Atomicorp Rule Set, you can send the string ORA-1234 or OracleDrive or ASL-CONFIG-FILE in a comment, product review, registration form, e-commerce order details, etc.

167
167
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.