Thu.Oct 12, 2023

article thumbnail

How to Build LLM Apps Using Vector Database?

Analytics Vidhya

Introduction In the field of artificial intelligence, Large Language Models (LLMs) and Generative AI models such as OpenAI’s GPT-4, Anthropic’s Claude 2, Meta’s Llama, Falcon, Google’s Palm, etc., have revolutionized the way we solve problems. LLMs use deep learning techniques to perform natural language processing tasks. This article will teach you to build LLM Apps […] The post How to Build LLM Apps Using Vector Database?

article thumbnail

Collaborative Analytics Buyers Guide: Market Observations

David Menninger's Analyst Perspectives

The 2023 Ventana Research Buyers Guide for Collaborative Analytics research enables me to provide observations about how the market has advanced.

Marketing 278
Insiders

Sign Up for our Newsletter

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

article thumbnail

How to Learn Machine Learning Online?

Analytics Vidhya

Introduction Machine learning is a highly developing domain of technology at present. This technology allows computer systems to learn and make decisions without technical programming. It has a variety of applications, including recognizing patterns, data analysis, and improving performance over time. This guide on how to learn machine learning online will introduce you to the […] The post How to Learn Machine Learning Online?

article thumbnail

Why SQL is THE Language to Learn for Data Science

KDnuggets

SQL is the essential data science language due to its universal database accessibility, efficient data cleaning capabilities, seamless integration with other languages, and requirement for most data science jobs.

article thumbnail

5 Ways You Can Win Faster with Gen AI in Sales

Incorporating generative AI (gen AI) into your sales process can speed up your wins through improved efficiency, personalized customer interactions, and better informed decision- making. Gen AI is a game changer for busy salespeople and can reduce time-consuming tasks, such as customer research, note-taking, and writing emails, and provide insightful data analysis and recommendations.

article thumbnail

The Era of Gen AI: A New Beginning

Analytics Vidhya

Introduction In the world of rapidly evolving technology, we find ourselves on the cusp of a new era, an era where machines seem to possess a kind of intelligence that was once reserved solely for humans. This era, which I’d like to call the “Gen AI Era,” represents not just a continuation of AI’s growth […] The post The Era of Gen AI: A New Beginning appeared first on Analytics Vidhya.

article thumbnail

20 traits of highly effective project managers

CIO Business Intelligence

To thrive, project managers need to have and hone a complex combination of technical, business, and interpersonal skills. Leading project management organization the Project Management Institute attempts to decode what it takes to be a successful project manager with its PMI Talent Triangle , comprising Ways of Working (formerly Technical Project Management), Power Skills (formerly Leadership), and Business Acumen (formerly Strategic and Business Management).

More Trending

article thumbnail

Accelerate Your Machine Learning Journey with Uplimit’s Metaflow Mastery Course

KDnuggets

Ready to take your machine learning skills to new heights? Dive into the world of Metaflow with us and elevate your expertise with Uplimit's Full-Stack Machine Learning with Metaflow course!

article thumbnail

Google Unveils Cutting-Edge Vertex AI Search: A Game-Changer for Healthcare Providers

Analytics Vidhya

In a groundbreaking announcement at HLTH 2023, Google has set the stage for a revolution in the healthcare industry by introducing Vertex AI Search capabilities tailored for health and life sciences providers. This innovation promises to transform how patient data is accessed and medical queries are answered. Let’s explore this exciting development in detail.

Analytics 318
article thumbnail

Microsoft receives $29B IRS tax notices for decade-old transactions

CIO Business Intelligence

Microsoft is planning to appeal a claim of $28.9 billion in back taxes that it has received from the US Internal Revenue Service (IRS), the company said on Wednesday. The Notices of Proposed Adjustment were received on September 26, related to intercompany pricing or transfer pricing, Microsoft said in a regulatory filing. The IRS is seeking an additional tax payment of $28.9 billion, plus penalties and interest for the period between 2004 and 2013.

IT 133
article thumbnail

War Rooms Suck

DataKitchen

The meeting room was spacious, adorned with charts, graphs, and several cups of hastily grabbed coffee. I distinctly remember an afternoon set to work with a promising prospect. As my team and I waited, a flurry of messages informed us that the key players from the other side wouldn’t be joining. Why? Their entire data analytics team had been hastily yanked into an impromptu “war room” to tackle an emergency data issue.

Testing 124
article thumbnail

Revolutionize QA: GAPs AI-Driven Accelerators for Smarter, Faster Testing

GAP's AI-Driven QA Accelerators revolutionize software testing by automating repetitive tasks and enhancing test coverage. From generating test cases and Cypress code to AI-powered code reviews and detailed defect reports, our platform streamlines QA processes, saving time and resources. Accelerate API testing with Pytest-based cases and boost accuracy while reducing human error.

article thumbnail

Your Generative AI strategy could use a startup’s touch

CIO Business Intelligence

You’re an IT leader at an organization whose employees are rampantly adopting generative AI. Now what? You require a strategy for efficient, productive, and responsible corporate use. Although it’s early days, as many as 75% of organizations reported quantified outcomes from GenAI projects, with 26% expecting productivity gains, according to a Dell Technologies survey of IT decision makers.

Strategy 127
article thumbnail

Best Practices for Building ETLs for ML

KDnuggets

This article talks about several best practices for writing ETLs for building training datasets. It delves into several software engineering techniques and patterns applied to ML.

Software 121
article thumbnail

Generac’s Tim Dickson on the evolving CIO role

CIO Business Intelligence

Generac Power Systems’ Tim Dickson is an award-winning CIO who drives transformative change through technology and talent. He’s known as a digital game changer who operates at the intersection of advanced technology and business strategy. And he does it by fulfilling four “CEO” roles: chief enablement officer, chief elevation officer, chief enrichment officer, and chief energy officer.

IoT 126
article thumbnail

Orchestrate Amazon EMR Serverless jobs with AWS Step functions

AWS Big Data

Amazon EMR Serverless provides a serverless runtime environment that simplifies the operation of analytics applications that use the latest open source frameworks, such as Apache Spark and Apache Hive. With EMR Serverless, you don’t have to configure, optimize, secure, or operate clusters to run applications with these frameworks. You can run analytics workloads at any scale with automatic scaling that resizes resources in seconds to meet changing data volumes and processing requirements.

Big Data 110
article thumbnail

10 Ways to Leverage Buyer Signals and Drive Revenue

In today’s ultra-competitive markets, it’s no longer enough to wait for buyers to show obvious signs of interest. Instead, sales teams must be proactive, identifying and acting on nuanced buyer behaviors — often before prospects are fully ready to make a purchase. In this eBook from ZoomInfo & Sell Better, learn 10 actionable ways to use these buyer signals to transform your sales strategy and close deals faster.

article thumbnail

SAP’s new generative AI pricing: Neither transparent nor explainable yet

CIO Business Intelligence

Enterprises subscribing to Rise with SAP, a bundle of services wrapped around the core S/4HANA Cloud ERP application, can now pay extra for Premium Plus, a package of some of SAP’s newest innovations. Premium Plus includes access to sustainability insights derived from business processes’ carbon footprints and financial costs (SAP’s “ green ledger ”), new generative AI capabilities accessed through its Joule virtual assistant, improved forecasting, and the ability to create a portal for supplier

article thumbnail

Achieve higher query throughput: Auto scaling in Amazon OpenSearch Serverless now supports shard replica scaling

AWS Big Data

Amazon OpenSearch Serverless is the serverless option for Amazon OpenSearch Service that makes it simple for you to run search and analytics workloads without having to think about infrastructure management. We recently announced new enhancements to autoscaling in OpenSearch Serverless that scales capacity automatically in response to your query loads.

article thumbnail

Proving your worth: Strategies to validate and elevate your IT service department

CIO Business Intelligence

In the business world, service desks are commonly designated as cost centers, a label that can sometimes limit their access to essential resources and support. This categorization tends to encourage a more reactive approach, as they often find themselves responding to incidents rather than proactively shaping outcomes. Such views of service desks can diminish their significance, pushing them down the priority ladder.

Strategy 111
article thumbnail

Are Kaggle Competitions Useful for Real World Problems?

KDnuggets

Is it worth taking part in Kaggle competitions to prepare you for the real world?

IT 83
article thumbnail

Apache Airflow® Best Practices: DAG Writing

Speaker: Tamara Fingerlin, Developer Advocate

In this new webinar, Tamara Fingerlin, Developer Advocate, will walk you through many Airflow best practices and advanced features that can help you make your pipelines more manageable, adaptive, and robust. She'll focus on how to write best-in-class Airflow DAGs using the latest Airflow features like dynamic task mapping and data-driven scheduling!

article thumbnail

The heat is on for a sustainable future at Siemens Gamesa

CIO Business Intelligence

Surely, you can feel it. It’s hot out there. July 3, 2023, set a record for the highest mean global temperature ever recorded. Then July 4 came along and was even hotter. All-in-all, July 3-6 were the hottest four days ever recorded on planet Earth — but probably not for long. There’s a climate crisis. We’re all living through it. It’s getting hotter every year.

article thumbnail

How data stores and governance impact your AI initiatives

IBM Big Data Hub

Organizations with a firm grasp on how, where , and when to use artificial intelligence (AI) can take advantage of any number of AI-based capabilities such as: Content generation Task automation Code creation Large-scale classification Summarization of dense and/or complex documents Information extraction IT security optimization Be it healthcare, hospitality, finance , or manufacturing, the beneficial use cases of AI are virtually limitless in every industry.

article thumbnail

Do Large Language Models Dream of Knowledge Graphs – Impressions from Day 2 At SEMANTiCS 2023

Ontotext

Did you know that, if you add “take a deep breath” to a prompt, chances are you will get more accurate results from Large Language Models (LLMs)? I didn’t either. I learned that fact from a comment in the audience on the second day of SEMANTICS 2023 – the European conference series focused on semantic technologies ever since 2005.

article thumbnail

From Chatbots to Agents: Augmenting LLMs With Tools

Dataiku

Large language models (LLMs) excel at generating coherent and credible continuations of input texts and this ability can be used to accomplish a wide range of natural language processing tasks.

article thumbnail

Enterprise ABM Marketing Tools: A Marketers Guide

Savvy B2B marketers know that a great account-based marketing (ABM) strategy leads to higher ROI and sustainable growth. In this guide, we’ll cover: What makes for a successful ABM strategy? What are the key elements and capabilities of ABM that can make a real difference? How is AI changing workflows and driving functionality? This Martech Intelligence Report on Enterprise Account-Based Marketing examines the state of ABM in 2024 and what to consider when implementing ABM software.

article thumbnail

Understanding the different types and kinds of Artificial Intelligence

IBM Big Data Hub

Early iterations of the AI applications we interact with most today were built on traditional machine learning models. These models rely on learning algorithms that are developed and maintained by data scientists. In other words, traditional machine learning models need human intervention to process new information and perform any new task that falls outside their initial training.

article thumbnail

Disinformation Research with @lucas_a_meyer: TDI 21

Data Science 101

Threads Dev Interviews I am finding developers on Threads and interviewing them, right on Threads. You are welcome to follow along and let me know on Threads if you would like to be interviewed. Note: The views in these interviews are personal views and do not represent the interviewee’s employer. “In general, the most common use of the work I do is to remove bad stuff from the Internet or tag it as suspicious.” — Lucas A.

Finance 64
article thumbnail

Skills and expertise: Keys to the generative AI engine

IBM Big Data Hub

IBM recently gathered with our services partners, some of the world’s most prominent consultancies and systems integrators, to discuss AI for business at the IBM Global Systems Integrators and Consultancy Exchange event in New York. On the front-line guiding client technology decisions, our services partners are crucial to the IBM Ecosystem and our success.

article thumbnail

Pivot Table vs. PowerExcel Pivot

Paris Technologies

If you've built your models in Excel, this becomes very difficult. You need to go down to the bottom, change some assumptions, roll it all up, and check if you have the number that management wants. If you don’t, you must go down to the bottom again and start over until you roll it all up again. In some organizations, this sort of circular process can take months; it’s expensive, time-consuming, and demoralizing.

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

How to plan hiring for ‘data roles’? Tips for scaling startups

Aryng

Your startup is scaling and with the incoming amount of complex and diverse data, you need a team that can find the nuggets of wisdom that can help your startup reach the heights it’s meant to reach. The question is, how do you find the right data talent for this? You want data analysts who […] The post How to plan hiring for ‘data roles’?

article thumbnail

Empower Your Team to Unlock the Data Potential of Dynamics 365

Jet Global

Successful business management is inextricably linked to robust financial and operational data. Microsoft Dynamics 365 Business Central and Dynamics 365 Finance and Supply Chain Management both deliver a solid platform for companies to organize, analyze, understand, and manage their financial data. However, Dynamics 365 (D365) falls short in some ways when it comes to financial and operational reporting, and planning, budgeting, and forecasting. insightsoftware solutions fill these gaps by bring

Finance 52