Analytics Vidhya

JANUARY 13, 2025

In this Leading with Data, we explore the transformative journey of Navin Dhananjaya, Chief Solutions Officer at Merkle, as he shares key milestones, practical applications of generative AI, and future possibilities for AI agents. Discover how AI is reshaping customer experiences and the data science landscape. You can listen to this episode of Leading with […] The post Exploring AI Agents in Customer Experience with Navin Dhananjaya appeared first on Analytics Vidhya.

Data Science 239

Data Science Analytics 239

David Menninger's Analyst Perspectives

JANUARY 14, 2025

Technology should be viewed as an enabler of program success for diversity, equity, inclusion and belonging, providing extended support that enables teams to expand their reach and ability to execute more complex business processes. AI-powered recruiting platforms, for example, help remove bias from the hiring process by analyzing job descriptions and identifying language that may unintentionally deter diverse candidates.

Measurement 130

Measurement Strategy Software Data-driven 130

Analytics Vidhya

JANUARY 7, 2025

For me, 2024 has been a year when I was not just using LLMs for content generation but also understanding their internal working. In this quest to learn about LLMs, RAG and more, I discovered the potential of AI Agentsautonomous systems capable of executing tasks and making decisions with minimal human intervention. Going back to […] The post 7 Agentic RAG System Architectures to Build AI Agents appeared first on Analytics Vidhya.

Analytics 374

Analytics 374

KDnuggets

JANUARY 9, 2025

Curious about what LLMs are and want to know about them? Explore the Full Guide Right Here, Right Now!

Modeling 132

Modeling 132

Advertiser: ZoomInfo

Sales and marketing leaders have reached a tipping point when it comes to using intent data — and they’re not looking back. More than half of all B2B marketers are already using intent data to increase sales, and Gartner predicts this figure will grow to 70 percent. The reason is clear: intent can provide you with massive amounts of data that reveal sales opportunities earlier than ever before.

Sales

CIO Business Intelligence

JANUARY 8, 2025

Over the past few years, enterprises have strived to move as much as possible as quickly as possible to the public cloud to minimize CapEx and save money. Increasingly, however, CIOs are reviewing and rationalizing those investments. Are they truly enhancing productivity and reducing costs? In the rush to the public cloud, a lot of people didnt think about pricing, says Tracy Woo, principal analyst at Forrester.

Data Processing 137

Data Processing Optimization Modeling Enterprise 137

AWS Big Data

JANUARY 9, 2025

In our previous post Backtesting index rebalancing arbitrage with Amazon EMR and Apache Iceberg , we showed how to use Apache Iceberg in the context of strategy backtesting. In this post, we focus on data management implementation options such as accessing data directly in Amazon Simple Storage Service (Amazon S3), using popular data formats like Parquet, or using open table formats like Iceberg.

Metadata 100

Metadata Snapshot Cost-Benefit Optimization 100

David Menninger's Analyst Perspectives

JANUARY 8, 2025

Field service is an often-overlooked area of the service equation, in part because managing its operations involves tools and activities outside of normal contact center models. Field service has a communications component, which is partly handled by contact centers. However, the bulk of field service management activity has to do with organizing the work of technicians and dispatchers.

Internet of Things 130

Internet of Things Interactive Optimization Cost-Benefit 130

KDnuggets

JANUARY 10, 2025

This guide highlights the importance of container monitoring, key metrics to track, and tools ranging from Docker's built-in commands to comprehensive systems like Prometheus and Grafana.

Metrics 102

Metrics 102

CIO Business Intelligence

JANUARY 10, 2025

Given their lack of scale and resources as compared to larger enterprises, its no wonder that small to medium businesses (SMBs) weigh every decision to adopt new, emerging technologies more prudently. But this also comes without the layers of bureaucracy that plague larger enterprises. As a result, SMBs are nimbler and more responsive to change as they navigate their growth, which grants them the freedom to adopt agile practices, stay ahead of changing market trends, and drive innovation.

Unstructured Data 115

Unstructured Data ROI Enterprise Strategy 115

AWS Big Data

JANUARY 9, 2025

The rise of generative AI applications has heightened the necessity to implement semantic search and natural language search. These advanced search features help find and retrieve conceptually relevant documents from enterprise content repositories to serve as prompts for generative AI models. Raw data within various source repositories in the form of text, images, audio, video, and so on are converted, with the help of embedding models, to a standard numerical representation called vectors that

Optimization 94

Optimization Metrics Modeling Key Performance Indicator 94

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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.

Testing

David Menninger's Analyst Perspectives

JANUARY 14, 2025

The breadth of customer experience (CX) solutions created by software providers in recent years has expanded into new areas, usually related or adjacent to existing, more traditional toolkits. Most providers in the space began as more-or-less pure play contact center software providers, so the CX toolset starts with that set of technologies. Products are grounded in core functions for service delivery, like interaction handling, labor management and customer tracking.

Software 130

Software Interactive Sales Management 130

KDnuggets

JANUARY 7, 2025

Do you want to learn data wrangling with Python on a budget? No worries, there are (at least) five free courses thatll provide you with solid knowledge.

100

100

CIO Business Intelligence

JANUARY 8, 2025

Algunos sostienen que la aparicin de la inteligencia artificial (IA) generativa ha hecho que la transformacin digital sea cosa del pasado.Transformacin de IAes el trmino que se utiliza para describirla. Otros sugieren que todo debera llamarse transformacin empresarial o, simplemente, transformacin. Qu terminologa debera utilizar? La que genere el mayor llamado a la accin por parte de su junta directiva, ejecutivos y empleados, porque mantener el statu quo es un camino seguro hacia la disrupcin.

Experimentation 115

Experimentation Software Digital Transformation Sales 115

AWS Big Data

JANUARY 13, 2025

Organizations constantly work to process and analyze vast volumes of data to derive actionable insights. Effective data ingestion and search capabilities have become essential for use cases like log analytics, application search, and enterprise search. These use cases demand a robust pipeline that can handle high data volumes and enable efficient data exploration.

Visualization 84

Visualization Interactive Data-driven Data Architecture 84

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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

Analytics Vidhya

JANUARY 10, 2025

Elon Musks xAI has just completed the pretraining of Grok 3, a massive upgrade over its predecessor, Grok 2, with 10 times more computational power. But is this enough to outpace rivals like OpenAI and Google DeepMind? Lets break it down. Grok 3: 10X More Compute Power Than Grok 2 Grok 3 was trained on […] The post Elon Musks Grok 3: 10X Power, But Can it Beat ChatGPT?

IT 203

IT Analytics 203

Cloudera

JANUARY 7, 2025

In todays dynamic digital landscape, multi-cloud strategies have become vital for organizations aiming to leverage the best of both cloud and on-premises environments. As enterprises navigate complex data-driven transformations, hybrid and multi-cloud models offer unmatched flexibility and resilience. Heres a deep dive into why and how enterprises master multi-cloud deployments to enhance their data and AI initiatives.

Cost-Benefit 75

Cost-Benefit Optimization Strategy Data-driven 75

KDnuggets

JANUARY 8, 2025

Element-wise operations are a crucial part of data preprocessing in Pandas. Learn how to perform them with practical examples using the DataFrame.map() function.

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98

CIO Business Intelligence

JANUARY 7, 2025

I was recently speaking with a client who stated, Weve been doing RPA (robotic process automation) for years. Whats the difference with agentic AI? Should I really care, or is it all part of the GenAI hype? Valid question. With the buzz around GenAI, its easy to see where this confusion and skepticism comes from. However, understanding the differences between RPA and agentic AI and how they complement each other can unlock major benefits through automation.

Unstructured Data 105

Unstructured Data Interactive Consulting Optimization 105

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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

Ontotext

JANUARY 10, 2025

Introduction In the real world, obtaining high-quality annotated data remains a challenge. Generative AI (GenAI) models, such as GPT-4, offer a promising solution, potentially reducing the dependency on labor-intensive annotation. At Graphwise, we aim to make knowledge graph construction faster and more cost-effective. Therefore we explored how GenAI could automate several stages of the graph-building pipeline.

Informatics 59

Informatics Modeling Metadata Experimentation 59

Analytics Vidhya

JANUARY 8, 2025

Lets just say that 2025 is going to be the year of AI Agents! With so much happening in the AI space, the role of AI in our daily life is only going to increase hereon. If you have been following the updates of CES 2025 – you will surely agree with me. In the […] The post IT Departments to Become HR for AI Agents: Jensen Huang appeared first on Analytics Vidhya.

IT 201

IT Analytics 201

Cloudera

JANUARY 9, 2025

A Name That Matches the Moment For years, Clouderas platform has helped the worlds most innovative organizations turn data into action. As the AI landscape evolves from experiments into strategic, enterprise-wide initiatives, its clear that our naming should reflect that shift. Thats why were moving from Cloudera Machine Learning to Cloudera AI. This isnt just a new label or even AI washing.

Machine Learning 73

Machine Learning Enterprise Data-driven Modeling 73

KDnuggets

JANUARY 9, 2025

Five years ago, I was a data science beginner learning the ropes. If I could start anew in 2025, here's what I would do.

Data Science 90

Data Science 90

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Data-driven

CIO Business Intelligence

JANUARY 7, 2025

IT may be central to modern existence, but the people and processes of IT remain a mystery to most business executives and colleagues. Its time to change this. I asked a group of business executives to take out a blank sheet of paper, draw a big circle, and label it IT People and Processes. I then asked them to draw a circle inside that circle representing the degree to which they understood IT people and processes.

IT 124

IT Consulting Machine Learning Technology 124

Smart Data Collective

JANUARY 13, 2025

Streamline your operations! Discover how infrastructure automation can simplify cloud database management for efficiency and scalability.

Management 59

Management IT 59

Analytics Vidhya

JANUARY 12, 2025

Analyzing customer sentiment and key themes from textual data has always been a time-intensive task, requiring data collection, manual labeling, and fine-tuning specialized models. But what if you could skip the hassle of training a model and still achieve accurate results? Enter zero-shot text classification, a groundbreaking approach powered by Large Language Models (LLMs).

Data Collection 222

Data Collection Modeling Analytics 222

Data Virtualization

JANUARY 10, 2025

Reading Time: 6 minutes In the realm of retail banking, data-driven insights reveal what customers do, but they often fail to capture why they make certain decisions. This “why” encompasses the psychological driverslike loss aversion, herd mentality, and emotional biasesthat significantly shape financial behaviors. The post Bringing Behavioral Science into Banking: A Data-Driven Approach to Hyper-Personalization and Innovation appeared first on Data Management Blog - Data Integration

Data-driven 59

Data-driven Data Integration Management Data Governance 59

Advertiser: ZoomInfo

In this exploration, we're diving into predictions about the future of sales. We're talking about a complete shake-up powered by automation and artificial intelligence (AI). These aren't just fancy tools — they're real game-changers. Automation and AI are here to redefine every interaction, making them smarter, faster, and more meaningful. From personalized customer journeys to streamlined sales processes, the goal is to make every moment count, enhancing both efficiency and connection.

Sales

KDnuggets

JANUARY 8, 2025

This article shows how to use Great Expectations to check data quality in data science projects.

Data Quality 83

Data Quality Data Science 83

CIO Business Intelligence

JANUARY 9, 2025

Australian retailers have spent much of the last few years buffeted by economic challenges. In 2024, squeezed by the rising cost of living, inflationary impact, and interest rates, they are now grappling with declining consumer spending and confidence. But 2025 and 2026 will bear good news, according to Deloitte. A rebound is on the horizon, which means a substantial opportunity for growth for those retailers that can get ahead of the curve.

B2B 105

B2B Cost-Benefit Data-driven Sales 105

Smart Data Collective

JANUARY 13, 2025

AI has made banking much easier for non-resident Indians trying to use the country's financial services system.

Technology 59

Technology Finance 59

Analytics Vidhya

JANUARY 8, 2025

Vectors are the basis for the majority of the most complex artificial intelligence applications, including semantic search or anomaly detection. In this article, we start right at the front with the basics of embeddings, moving on to understand sentence embeddings and vector representations. Well discuss simple practical approaches including mean pooling, cosine similarity and architecture […] The post Exploring Embedding Models with Vertex AI appeared first on Analytics Vidhya.

Modeling 203

Modeling Analytics 203

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