O'Reilly on Data
OCTOBER 22, 2024
I’m worried about AI. I’m not worried about it taking my job. I believe AI is a genuine productivity tool. By which I mean it can make developers produce more. The question is whether those developers are producing something good or not. The difference between an experienced developer and a junior is that an experienced developer knows: There’s more than one good solution to every problem.
CIO Business Intelligence
OCTOBER 23, 2024
CIOs are under increasing pressure to deliver meaningful returns from generative AI initiatives, yet spiraling costs and complex governance challenges are undermining their efforts, according to Gartner. Despite AI’s potential to transform businesses, many senior technology leaders find themselves wrestling with unpredictable expenses, uneven productivity gains, and growing risks as AI adoption scales, Gartner said.
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KDnuggets
OCTOBER 21, 2024
Enhance your NLP skills through a variety of resources, including roadmaps, frameworks, courses, tutorials, example code, and projects.
Analytics Vidhya
OCTOBER 21, 2024
Our previous guide discussed the first Agentic AI design pattern from the Reflection, Tool Use, Planning, and Multi-Agent Patterns list. Now, we will talk about the Tool Use Pattern in Agentic AI. Firstly, let us reiterate the Reflection Pattern article: That article sheds light on how LLMs can use an iterative generation process and self-assessment […] The post What is Agentic AI Tool Use Pattern?
Advertiser: ZoomInfo
AI adoption is reshaping sales and marketing. But is it delivering real results? We surveyed 1,000+ GTM professionals to find out. The data is clear: AI users report 47% higher productivity and an average of 12 hours saved per week. But leaders say mainstream AI tools still fall short on accuracy and business impact. Download the full report today to see how AI is being used — and where go-to-market professionals think there are gaps and opportunities.
AWS Big Data
OCTOBER 23, 2024
Amazon Managed Workflows for Apache Airflow (Amazon MWAA) is a fully managed service that builds upon Apache Airflow, offering its benefits while eliminating the need for you to set up, operate, and maintain the underlying infrastructure, reducing operational overhead while increasing security and resilience. Today, we are excited to announce an enhancement to the Amazon MWAA integration with the Airflow REST API.
CIO Business Intelligence
OCTOBER 22, 2024
Artificial Intelligence continues to dominate this week’s Gartner IT Symposium/Xpo, as well as the research firm’s annual predictions list. “It is clear that no matter where we go, we cannot avoid the impact of AI,” Daryl Plummer, distinguished vice president analyst, chief of research and Gartner Fellow told attendees. “AI is evolving as human use of AI evolves.
Data Leaders Brief brings together the best content for data, strategy, and BI professionals from the widest variety of industry thought leaders.
Analytics Vidhya
OCTOBER 19, 2024
Image segmentation has become a popular technology, with different fine-tuned models available for various purposes. The model labels every pixel in an image by streaming every region of the input image; this concept makes the idea of semantic segmentation into reality and application. This Face parsing model is a semantic segmentation technology fine-tuned from Nvidia’s […] The post Understanding Face Parsing: A Deep Dive into Semantic Segmentation Technology appeared first on Analytics V
AWS Big Data
OCTOBER 24, 2024
Amazon OpenSearch Service is a fully managed service for search and analytics. It allows organizations to secure data, perform searches, analyze logs, monitor applications in real time, and explore interactive log analytics. With its scalability, reliability, and ease of use, Amazon OpenSearch Service helps businesses optimize data-driven decisions and improve operational efficiency.
CIO Business Intelligence
OCTOBER 24, 2024
IT leaders are placing faith in AI. Consider 76 percent of IT leaders believe that generative AI (GenAI) will significantly impact their organizations, with 76 percent increasing their budgets to pursue AI. But when it comes to cybersecurity, AI has become a double-edged sword. While poised to fortify the security posture of organizations, it has also changed the nature of cyberattacks.
KDnuggets
OCTOBER 25, 2024
The richness of Python’s ecosystem has one downside: it makes it difficult to decide which libraries are the best for your needs. This article is an attempt to amend this by suggesting ten (and some more, as a bonus) libraries that are an absolute must in data science.
Speaker: Ben Epstein, Stealth Founder & CTO | Tony Karrer, Founder & CTO, Aggregage
When tasked with building a fundamentally new product line with deeper insights than previously achievable for a high-value client, Ben Epstein and his team faced a significant challenge: how to harness LLMs to produce consistent, high-accuracy outputs at scale. In this new session, Ben will share how he and his team engineered a system (based on proven software engineering approaches) that employs reproducible test variations (via temperature 0 and fixed seeds), and enables non-LLM evaluation m
Analytics Vidhya
OCTOBER 23, 2024
The LangGraph ReAct Function-Calling Pattern offers a powerful framework for integrating various tools like search engines, calculators, and APIs with an intelligent language model to create a more interactive and responsive system. This pattern is built upon the Reasoning + Acting (ReAct) approach, which allows a language model to not only reason through queries but […] The post Dynamic AI Workflows Through LangGraph ReAct Function Calling appeared first on Analytics Vidhya.
AWS Big Data
OCTOBER 23, 2024
Amazon Redshift is a fast, scalable, secure, and fully managed cloud data warehouse that lets you analyze your data at scale. Amazon Redshift Serverless lets you access and analyze data without the usual configurations of a provisioned data warehouse. Resources are automatically provisioned and data warehouse capacity is intelligently scaled to deliver fast performance for even the most demanding and unpredictable workloads.
CIO Business Intelligence
OCTOBER 23, 2024
Ongoing layoffs in the tech industry and rising demand for AI skills are contributing to a growing mismatch in the IT talent market, which continues to show mixed signals as economic factors and the rise of AI impact budgets and the long-term outlook for IT skills. Since 2022, the tech industry has experienced massive layoffs, as large tech companies have reduced their workforce numbers in response to rising interest rates and emerging generative AI technology.
KDnuggets
OCTOBER 22, 2024
Tired of endless job applications? Discover how AI is transforming the job hunt and helping people land their dream careers with just a single click.
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The DHS compliance audit clock is ticking on Zero Trust. Government agencies can no longer ignore or delay their Zero Trust initiatives. During this virtual panel discussion—featuring Kelly Fuller Gordon, Founder and CEO of RisX, Chris Wild, Zero Trust subject matter expert at Zermount, Inc., and Principal of Cybersecurity Practice at Eliassen Group, Trey Gannon—you’ll gain a detailed understanding of the Federal Zero Trust mandate, its requirements, milestones, and deadlines.
Analytics Vidhya
OCTOBER 21, 2024
With this blog, I would like to show one small agent built-in with `LangGraph` and Google Gemini for research purposes. The objective is to demonstrate one research agent (Paper-to-Voice Assistant) who plans to summarize the research paper. This tool will use a vision model to infer the information. This method only identifies the step and […] The post Paper-to-Voice Assistant: AI Agent Using Multimodal Approach appeared first on Analytics Vidhya.
David Menninger's Analyst Perspectives
OCTOBER 24, 2024
Although the terms data fabric and data mesh are often used interchangeably, I previously explained that they are distinct but complementary. Data fabric refers to technology products that can be used to integrate, manage and govern data across distributed environments, supporting the cultural and organizational data ownership and access goals of data mesh.
CIO Business Intelligence
OCTOBER 25, 2024
If there’s any doubt that mainframes will have a place in the AI future, many organizations running the hardware are already planning for it. While the 60-year-old mainframe platform wasn’t created to run AI workloads, 86% of business and IT leaders surveyed by Kyndryl say they are deploying, or plan to deploy, AI tools or applications on their mainframes.
KDnuggets
OCTOBER 24, 2024
To help you navigate this complex subject, we’ve compiled five free online courses that will give you a solid foundation in machine learning algorithms.
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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.
Analytics Vidhya
OCTOBER 19, 2024
OpenAI’s Swarm framework is designed to create a user-friendly and flexible environment for coordinating multiple agents. While it’s primarily intended for educational and experimental use, OpenAI advises against using Swarm in production settings, but it is a framework worth exploring. Its core purpose is to demonstrate the concepts of “handoffs” and “routines,” patterns that help […] The post How OpenAI Swarm Enhances Multi-Agent Collaboration?
David Menninger's Analyst Perspectives
OCTOBER 23, 2024
Sprinklr’s analyst day in September was an opportunity for the company to dive deeply into its progress in pivoting its product offerings to align with a broader perception of the market for contact centers and adjacent customer-related applications. Sprinklr has described its market as “unified CXM,” or customer experience management. This is nominally aligned with how ISG Research defines the new space emerging from the collision of contact center tools with other systems necessary to manage C
CIO Business Intelligence
OCTOBER 23, 2024
Sevita is dedicated to providing adults, children, and their families innovative services and support designed to lead to growth and independence despite physical, intellectual, or behavioral challenges. With person-centered care, the company works to foster independence, improve quality of life, and promote overall well-being for the individuals they serve.
KDnuggets
OCTOBER 22, 2024
With the development of AI technologies and tools, the best one can do for their career is stay ahead of the game and continue to upskill.
Advertiser: ZoomInfo
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Analytics Vidhya
OCTOBER 23, 2024
The recent release of the Flux model by Black Forest Labs trended due to its mindblowing image-generation ability. However, it was not portable and, as such, could not be run on an end-user or free-tier machine. This encouraged using it on platforms that provided API services where you do not have to load the model […] The post How I Run the Flux Model on 8GB GPU RAM?
David Menninger's Analyst Perspectives
OCTOBER 23, 2024
In a previous role I was actively involved with identifying and implementing dashboards and reports tracking key sales department metrics and KPIs for enterprise-size customers as well as high-tech growth companies. These included recognizable examples such as opportunity conversion rate, average deal size and sales velocity (length of time to close, won or lost).
CIO Business Intelligence
OCTOBER 24, 2024
Gartner is projecting worldwide IT spending to jump by 9.3% in 2025, one of the largest percentage increases in this century, and it’s only partially driven by AI. Gartner’s new 2025 IT spending projection , of $5.75 trillion, builds on its prediction of an 8.2% growth this year, with data center spending increasing by nearly 35% in 2024 in anticipation of generative AI infrastructure needs.
KDnuggets
OCTOBER 25, 2024
Using Python to build engaging and interactive applications where users can pass in an input, get and feedback and make use of multimedia elements such as images, videos, and audio.
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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.
Analytics Vidhya
OCTOBER 19, 2024
OpenAI, a leading AI company, offers API keys for developers to interact with its platform and utilize its LLM models in various projects. In this article, you’ll learn how to create your own OpenAI API Key, updated as of 2024. The simplest and recommended way to generate your API key is through the OpenAI developer […] The post How to Generate Your Own OpenAI API Key and Add Credits?
Smart Data Collective
OCTOBER 22, 2024
Smart crosswalks are one of the latest examples of the ways that AI is making us safer.
CIO Business Intelligence
OCTOBER 20, 2024
At Gitex Global 2024, Core42, a leading provider of sovereign cloud and AI infrastructure under the G42 umbrella, signed a landmark agreement with semiconductor giant AMD. The partnership is set to trial cutting-edge AI and machine learning solutions while exploring confidential compute technology for cloud deployments. This collaboration marks a significant step in driving innovation in cloud services, particularly in the MENA region.
KDnuggets
OCTOBER 23, 2024
This comparison analyzes and compares two salient frameworks for architecting deep learning solutions.
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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?
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