IBM Big Data Hub

SEPTEMBER 28, 2023

Modern application environments need real-time automated observability to have visibility and insights into what is going on. Because of the highly dynamic nature of microservices and the numerous interdependencies among application components, having an automated approach to observability is essential. That’s why traditional solutions like New Relic struggle to keep up with monitoring in cloud-native environments.

Metrics 94

Metrics Data Processing Machine Learning Dashboards 94

Smart Data Collective

SEPTEMBER 25, 2023

Companies are investing more in big data than ever before. Last year, global businesses spent over $271 billion on big data. While there are many benefits of big data technology, the steep price tag can’t be ignored. Companies need to appreciate the reality that they can drain their bank accounts on data analytics and data mining tools if they don’t budget properly.

Data-driven 119

Data-driven IT Cost-Benefit Big Data 119

KDnuggets

SEPTEMBER 26, 2023

This article describes the data maturity pyramid and its various levels, from simple reporting to AI-ready data platforms. It emphasizes the importance of data for business and illustrates how data platforms serve as the driving force behind AI.

Reporting 149

Reporting IT Data Science 149

Analytics Vidhya

SEPTEMBER 23, 2023

Introduction Are you eager to dive into data science and sharpen your skills? Look no further! This article will explore five exciting data science projects with step-by-step solutions. Whether you’re a novice looking to learn or an experienced data enthusiast seeking to expand your portfolio, these hands-on free data science projects will empower you to […] The post 5 Free Data Science Projects With Solutions appeared first on Analytics Vidhya.

Data Science 433

Data Science Analytics 433

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have migrated their testing and production workloads to the cloud, yet development environments often remain tied to outdated local setups, limiting efficiency and growth.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

Optimization

CIO Business Intelligence

SEPTEMBER 25, 2023

Digital transformation has become an essential part of business success. Yet, organizations still struggle with getting it right. According to TEKsystems’ 2023 State of Digital Transformation , 41% of organizations’ digital transformation (DX) initiatives have failed to achieve their desired outcomes. Another study, the 2023 State of the Intelligent Information Management Industry , turned up similar numbers, finding that one-third of companies have yet to achieve significant success with their

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Digital Transformation Measurement Data-driven Metrics 145

AWS Big Data

SEPTEMBER 28, 2023

Based on immutable facts (events), event-driven architectures (EDAs) allow businesses to gain deeper insights into their customers’ behavior, unlocking more accurate and faster decision-making processes that lead to better customer experiences. In EDAs, modern event brokers, such as Amazon EventBridge and Apache Kafka, play a key role to publish and subscribe to events.

Data-driven 140

Data-driven Metrics Publishing Management 140

Analytics Vidhya

SEPTEMBER 27, 2023

Introduction The release of OpenAI’s ChatGPT has inspired a lot of interest in large language models (LLMs), and everyone is now talking about artificial intelligence. But it’s not just friendly conversations; the machine learning (ML) community has introduced a new term called LLMOps. We have all heard of MLOps, but what is LLMOps? Well, it’s […] The post A Beginners Guide to LLMOps For Machine Learning Engineering appeared first on Analytics Vidhya.

Machine Learning 374

Machine Learning Modeling Analytics IT 374

CIO Business Intelligence

SEPTEMBER 29, 2023

If any technology has captured the collective imagination in 2023, it’s generative AI — and businesses are beginning to ramp up hiring for what in some cases are very nascent gen AI skills, turning at times to contract workers to fill gaps, pursue pilots, and round out in-house AI project teams. Analyzing the hiring behaviors of companies on its platform, freelance work marketplace Upwork has AI to be the fastest growing category for 2023, noting that posts for generative AI jobs increased more

Deep Learning 143

Deep Learning Machine Learning Consulting Modeling 143

Dataiku

SEPTEMBER 26, 2023

As more and more organizations experiment with Generative AI and deploy it in production, a crucial question emerges: Can these applications be both safe and scalable in an enterprise context? The answer is yes, via the LLM Mesh — a common backbone for Generative AI applications that promises to reshape how analytics and IT teams securely access Generative AI models and services.

Enterprise 125

Enterprise Modeling Analytics IT 125

KDnuggets

SEPTEMBER 29, 2023

Cloud notebooks are game-changers for data science, providing free access to computing, pre-built environments, collaboration features, and third-party integrations - everything you need to enhance your workflow.

Data Science 155

Data Science 155

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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?

Business Intelligence

Analytics Vidhya

SEPTEMBER 23, 2023

Introduction In a world where laptops travel thousands of miles before reaching your doorstep and your favorite restaurant’s secret ingredient arrives from afar, the global supply chain orchestrates this intricate dance of goods and services. The supply chain analysts emerge as the unsung heroes, navigating these challenges to ensure products reach consumers seamlessly.

Analytics 374

Analytics 374

CIO Business Intelligence

SEPTEMBER 26, 2023

There comes a time in every IT leader’s life when a key decision must be made: whether to follow an established rule or, as a matter of necessity, break precedent and embark on an alternate course. Management rules typically exist to enable faultless decision-making, set a foundation for consistent operation, and provide protection from risk, observes Ola Chowning, a partner at global technology research and advisory firm ISG.

IT 141

IT Risk Cost-Benefit Consulting 141

Smart Data Collective

SEPTEMBER 23, 2023

If you’re a manufacturer of IoT devices, you see compliance as something that keeps pushing product release deadlines further in the future. If you’re a cybersecurity professional, who knows that there are too many IoT devices within an infrastructure of a business to count, IoT security is something that keeps you up at night. If you’re a consumer, you might not even know that your new smart TV or refrigerator can put your data at risk.

IoT 126

IoT Internet of Things Manufacturing Marketing 126

KDnuggets

SEPTEMBER 23, 2023

Simple explanation of PyTorch and Lightning AI.

Deep Learning 153

Deep Learning Machine Learning 153

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Data-driven

Analytics Vidhya

SEPTEMBER 29, 2023

Introduction We live in an age where large language models (LLMs) are on the rise. One of the first things that comes to mind nowadays when we hear LLM is OpenAI’s ChatGPT. Now, did you know that ChatGPT is not exactly an LLM but an application that runs on LLM models like GPT 3.5 and […] The post Fundamental Principles of Langchain in LLM Based Application Development appeared first on Analytics Vidhya.

Modeling 353

Modeling Analytics 353

CIO Business Intelligence

SEPTEMBER 29, 2023

Over the last eighteen months or so, a motley group of teenagers under the banner of Lapsus$ managed to hack into “unbreachable” fortresses at tech giants such as Okta, T-Mobile, Nvidia, Microsoft, and Globant using unsophisticated but creative and persistent techniques. While the group’s goals were unclear and differing – fluctuating between amusement, monetary gain, and notoriety – at various times, it again brought to the fore the persistent gaps in security at even the biggest and most infor

Data Processing 140

Data Processing Behavioral Analytics Testing Software 140

Smart Data Collective

SEPTEMBER 25, 2023

AI technology has had a tremendous impact on the cybersecurity profession. More organizations are investing in it than ever, especially as they struggle to cope with the growing threat of hackers using AI to commit more brazen attacks. A recent study by IBM shows that AI has led to a number of huge benefits that can help stop data breaches. The survey that almost all organizations use AI to some degree or another for cybersecurity, but only 28% use it extensively.

Software 123

Software Risk Data-driven Strategy 123

KDnuggets

SEPTEMBER 27, 2023

With just 3 simple steps, you can build & deploy a glass classification model faster than you can say.glass classification model!

Machine Learning 150

Machine Learning Modeling 150

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.

Marketing

Analytics Vidhya

SEPTEMBER 28, 2023

Introduction The rapid advancements in Large Language Models (LLMs) have transformed the landscape of AI, offering unparalleled capabilities in natural language understanding and generation. LLMs have ushered in a new language understanding and generation era, with OpenAI’s GPT models at the forefront. These remarkable models honed on extensive online data, have broadened our horizons, enabling […] The post Unlocking Knowledge with Retrieval-Augmented Generation (RAG) in AI appeared

Modeling 348

Modeling Analytics 348

CIO Business Intelligence

SEPTEMBER 26, 2023

No matter what your newsfeed may be, it’s likely peppered with articles about the wonders of artificial intelligence. And rightly so. But even as we remember 2023 as the year when generative AI went ballistic, AI and its ML (machine learning) sidekick have been quietly evolving over several years to yield eye-opening insights and problem-solving productivity for IT organizations.

IT 138

IT Key Performance Indicator Software Metadata 138

Smart Data Collective

SEPTEMBER 27, 2023

Big data and AI are remarkable technologies transforming the face of industries, setting a new benchmark in efficiency, accuracy, and productivity. However, like all technologies, they also come with their own set of challenges and risks. One such critical area pertains to Intellectual Property (IP) laws. Given the massive amount of data processed and the autonomous decision-making capabilities of AI, it isn’t surprising that IP laws are getting increasingly involved.

Big Data 119

Big Data Unstructured Data Predictive Analytics Risk 119

KDnuggets

SEPTEMBER 26, 2023

Research paper in the exciting field that you don’t want to miss.

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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.

Reporting

Analytics Vidhya

SEPTEMBER 24, 2023

Introduction In the world of information retrieval, where oceans of text data await exploration, the ability to pinpoint relevant documents efficiently is invaluable. Traditional keyword-based search has its limitations, especially when dealing with personal and confidential data. To overcome these challenges, we turn to the fusion of two remarkable tools: leveraging GPT-2 and LlamaIndex, an […] The post Empowering Contextual Document Retrieval: Leveraging GPT-2 and LlamaIndex appeared fir

Analytics 348

Analytics IT Modeling 348

CIO Business Intelligence

SEPTEMBER 26, 2023

Companies are now recognizing the work ahead of them to get their data, people, and processes ready to capitalize on gen AI’s potential. In fact, insights from a recent Accenture survey found that nearly all (99%) executives said they plan to amplify their investments in the technology. So leaders will need to radically re-think how work gets done. And CIOs—given their cross-functional view of business processes coupled with an intimate understanding of how technology can be leveraged to reinven

Enterprise 135

Enterprise Modeling Strategy Testing 135

AWS Big Data

SEPTEMBER 27, 2023

Amazon OpenSearch Serverless is an on-demand, auto-scaling configuration for Amazon OpenSearch Service. OpenSearch Serverless enables a broad set of use cases, such as real-time application monitoring, log analytics, and website search. OpenSearch Serverless lets you use OpenSearch without having to worry about scaling and managing an OpenSearch cluster.

Data Processing 115

Data Processing Dashboards Enterprise Data-driven 115

KDnuggets

SEPTEMBER 29, 2023

Are you looking for the open source tools to help you in your data science journey? Look no further. Discover these game-changers that will elevate your data-driven decisions.

Data Science 149

Data Science Data-driven 149

Speaker: Jay Allardyce, Deepak Vittal, Terrence Sheflin, and Mahyar Ghasemali

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.

Business Intelligence

Analytics Vidhya

SEPTEMBER 23, 2023

Introduction Are you planning to become a data scientist but dont know where to start? Don’t worry, we have got you covered. This article will cover the entire data science curriculum for self study, along with list of resources and programs that can help you pace up the process. This curriculum covers the basics of […] The post Data Science Curriculum for Self Study appeared first on Analytics Vidhya.

Data Science 348

Data Science Analytics 348

CIO Business Intelligence

SEPTEMBER 29, 2023

As I work with financial services and banking organizations around the world, one thing is clear: AI and generative AI are hot topics of conversation. These conversations are so weighty, they are happening at the boardroom level. I get it. Financial organizations want to capture generative AI’s tremendous potential while mitigating its risks. In the finance and banking industry, however, organizations are seeking extra guidance on the best way forward.

Finance 133

Finance Unstructured Data Risk Cost-Benefit 133

Smart Data Collective

SEPTEMBER 25, 2023

Have you ever wondered what it would be like if machines could learn to speak every language in the world? Brace yourself, because the future is here. In this article, how does AI translation work ? You’ll discover how machines are evolving to understand and communicate in different languages, the role of neural networks in language learning, and the challenges of translating complex expressions.

Deep Learning 113

Deep Learning Statistics Technology Machine Learning 113

KDnuggets

SEPTEMBER 27, 2023

A new way to do MLOps for your Data-ML-Product Teams.

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Speaker: Donna Laquidara-Carr, PhD, LEED AP, Industry Insights Research Director at Dodge Construction Network

In today’s construction market, owners, construction managers, and contractors must navigate increasing challenges, from cost management to project delays. Fortunately, digital tools now offer valuable insights to help mitigate these risks. However, the sheer volume of tools and the complexity of leveraging their data effectively can be daunting. That’s where data-driven construction comes in.

Data-driven