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 266

Data Science Analytics 266

David Menninger's Analyst Perspectives

JANUARY 15, 2025

Too often, enterprises find that data is distributed across multiple silos on-premises and in the cloud. More than two-thirds of participants in ISGs Market Lens Cloud Study are using a hybrid architecture involving both on-premises and cloud infrastructure for analytics and artificial intelligence deployments. Unifying data to achieve operational and analytic objectives requires complex data integration and management processes.

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CIO Business Intelligence

JANUARY 13, 2025

Click on the TV or stream your latest newscast and there is a good chance youll hear AI mentioned in some fashion. Its clear AI remains prevalent today just as it has been for the past several years. To some consumers and businesses, alike it may appear companies are exaggerating the significance of this emerging technology. AI this, AI that The reality is that AI is here to stay and will play a massive role in the future of global technology, how consumers interact with it and the way busine

Technology 121

Technology Interactive Cost-Benefit Testing 121

KDnuggets

JANUARY 9, 2025

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

Modeling 131

Modeling 131

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

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

Analytics Vidhya

JANUARY 13, 2025

Microsoft’s Phi-4 model is available on Hugging Face, offering developers a powerful tool for advanced text generation and reasoning tasks. In this article, well walk you through the steps to access and use Phi-4, from creating a Hugging Face account to generating outputs with the model. Well also explore key features, including its optimized performance […] The post How to Access Phi-4 Using Hugging Face?

Optimization 208

Optimization Modeling Analytics IT 208

CIO Business Intelligence

JANUARY 13, 2025

As 2025 dawns, CIOs face an IT landscape that differs significantly from just a year ago. AI, once viewed as a novel innovation, is now mainstream, impacting just about facet of the enterprise. Over the next 12 months, IT leaders can look forward to even more innovations, as well as some serious challenges. To keep ahead of the curve, CIOs should continuously evaluate their business and technology strategies, adjusting them as necessary to address rapidly evolving technology, business, and econo

Experimentation 138

Experimentation Strategy ROI Digital Transformation 138

KDnuggets

JANUARY 13, 2025

Ive been programming with Python for over 6 years now. But if I could start over, heres how Id go about learning Python in 2025.

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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

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

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Testing

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

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

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 101

Metrics 101

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 13, 2025

The world of generative AI is moving at warp speed. It feels like just yesterday we were marvelling at text generation, and now we have tools creating stunning images, videos, and even acting as autonomous agents. 2024 has been a landmark year for generative AI, with several key breakthroughs – from enhanced multimodal models to […] The post 5 Generative AI Breakthroughs to Try Out in 2025 appeared first on Analytics Vidhya.

Modeling 206

Modeling Analytics IT 206

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

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

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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97

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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 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

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

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

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Data-driven

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 89

Data Science 89

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

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 200

IT Analytics 200

Smart Data Collective

JANUARY 13, 2025

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

Management 62

Management IT 62

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

CIO Business Intelligence

JANUARY 13, 2025

A medida que avanza el 2025, los CIO se enfrentan a un panorama de TI muy distinto al de hace apenas un ao. La inteligencia artificial (IA), que antes se consideraba una innovacin novedosa, ahora es algo comn y afecta a casi todos los aspectos de la empresa. En los prximos 12 meses, los lderes de TI pueden esperar an ms innovaciones, as como algunos desafos importantes.

ROI 111

ROI Software IT 111

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

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

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 202

Modeling Analytics 202

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