Analytics Vidhya

DECEMBER 17, 2024

To truly become an expert in GenAI Ops, the key is not just knowing what to learn, but how to learn it and apply it effectively. The journey begins with gaining a broad understanding of foundational concepts such as prompt engineering, Retrieval-Augmented Generation (RAG), and AI agents. However, your focus should gradually shift to mastering […] The post GenAI Ops Roadmap: Your Path to Master LLMOps and AgentOps appeared first on Analytics Vidhya.

Analytics 225

Analytics IT 225

O'Reilly on Data

DECEMBER 16, 2024

Like just about everyone, we were impressed by the ability of NotebookLM to generate podcasts: Two virtual people holding a discussion. You can give it some links, and it will generate a podcast based on the links. The podcasts were interesting and engaging. But they also had some limitations. The problem with NotebookLM is that, while you can give it a prompt, it largely does what its going to do.

Software 147

Software IT Modeling Technology 147

KDnuggets

DECEMBER 16, 2024

In this article, we'll explore 15 Python one-liners that make string manipulation not just efficient but also fun.

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AWS Big Data

DECEMBER 16, 2024

The need to integrate diverse data sources has grown exponentially, but there are several common challenges when integrating and analyzing data from multiple sources, services, and applications. First, you need to create and maintain independent connections to the same data source for different services. Second, the data connectivity experience is inconsistent across different services.

Visualization 88

Visualization Data Processing Testing Publishing 88

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have migrated their testing and production workloads to the cloud, yet development environments often remain tied to outdated local setups, limiting efficiency and growth.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

DataKitchen

DECEMBER 17, 2024

The Gartner presentation, How Can You Leverage Technologies to Solve Data Quality Challenges? by Melody Chien, underscores the critical role of data quality in modern business operations. High-quality data is the blood that sustains the organizational value chainimpacting everything from logistics to services, sales, and marketing. Poor data quality, on average, costs organizations $12.9 million annually , or 7% of their total revenue.

Data Quality 130

Data Quality Technology Data-driven Testing 130

Analytics Vidhya

DECEMBER 16, 2024

Small Language Models (SLMs) are compact, efficient versions of large language models (LLMs) with fewer than 10 billion parameters. They are designed to reduce computational costs, energy usage, and latency while maintaining targeted performance. SLMs are ideal for resource-constrained environments like edge computing and real-time applications. By focusing on specific tasks and utilizing smaller datasets, […] The post News Classification by Fine-tuning Small Language Model appeared first

Modeling 208

Modeling Analytics 208

KDnuggets

DECEMBER 17, 2024

Learn how to enhance RAG models by combining text and visual inputs using Hugging Face Transformers.

Visualization 99

Visualization Modeling 99

Smart Data Collective

DECEMBER 18, 2024

Data-driven businesses need to make hard drive data recovery options part of their data loss strategy.

Data-driven 94

Data-driven Strategy Big Data Management 94

AWS Big Data

DECEMBER 17, 2024

This blog was co-authored by DeNA Co., Ltd. and Amazon Web Services Japan. DeNA Co., Ltd. (DeNA) engages in a variety of businesses, from games and live communities to sports & the community and healthcare & medical, under our mission to delight people beyond their wildest dreams. Among these, the healthcare & medical business handles particularly sensitive data.

Data Quality 86

Data Quality Testing Metrics Optimization 86

Analytics Vidhya

DECEMBER 18, 2024

Working with APIs in Google Colab is a common practice for data scientists, researchers, and developers. However, handling API keys, which are essentially passwords granting access to these services, requires careful consideration. Directly embedding API keys in your code or storing them as plain environment variables within your Colab notebooks poses significant security risks.

Risk 176

Risk Analytics 176

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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

CIO Business Intelligence

DECEMBER 16, 2024

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KDnuggets

DECEMBER 18, 2024

See how to revolutionize how you bring stories to life with AI.

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Smart Data Collective

DECEMBER 16, 2024

Agile development is becoming more useful for AI software development teams.

Software 71

Software 71

AWS Big Data

DECEMBER 17, 2024

Amazon Redshift , launched in 2013, has undergone significant evolution since its inception, allowing customers to expand the horizons of data warehousing and SQL analytics. Today, Amazon Redshift is used by customers across all industries for a variety of use cases, including data warehouse migration and modernization, near real-time analytics, self-service analytics, data lake analytics, machine learning (ML), and data monetization.

Data Lake 78

Data Lake Data Warehouse Data-driven Optimization 78

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📌Is your Data & AI transformation struggling to really impact the business? Discover the game-changing StratOps approach that: Bridges the Gap : Connect your Data & AI strategy to your operating model, to ensure alignment at every level. Prioritizes Outcomes : Focuses on concrete business outcomes from day one, rather than capabilities in isolation.

Data-driven

Analytics Vidhya

DECEMBER 18, 2024

Metas Segment Anything Model (SAM) has demonstrated its ability to detect objects in different areas of an image. This models architecture is flexible, and users can guide it with various prompts. During training, it could segment objects that were not in its dataset. These features make this model a highly effective tool for detecting and […] The post Exploring Metas Segment Anything Model (SAM) For Medical Imaging appeared first on Analytics Vidhya.

Modeling 176

Modeling Analytics IT Machine Learning 176

CIO Business Intelligence

DECEMBER 17, 2024

La consolidacin de los datos, herramientas y soluciones es una tendencia que se viene dando desde hace algunos aos en TI, propiciada por la necesidad de visibilidad e integracin de los datos que permiten a otras tecnologas, como la inteligencia artificial (IA), funcionar correctamente. Este es un paso que han dado diversas compaas, y el proyecto presentado por Sacyr a los CIO 100 Awards Spain 2024 organizados por IDC y Foundry- que le vali llevarse a casa el Premio al Mejor Proyecto de Infraest

Software 94

Software IT Management 94

KDnuggets

DECEMBER 19, 2024

Whether you aim for building the perfect image classifier, sales predictor, or price estimator, these six pracitcal tips and insights will help you get there!

Predictive Modeling 87

Predictive Modeling Data Science Modeling Sales 87

Cloudera

DECEMBER 17, 2024

Since 5G networks began rolling out commercially in 2019, telecom carriers have faced a wide range of new challenges: managing high-velocity workloads, reducing infrastructure costs, and adopting AI and automation. Because data management is a key variable for overcoming these challenges, carriers are turning to hybrid cloud solutions, which provide the flexibility and scalability needed to adapt to the evolving landscape 5G enables.

Enterprise 55

Enterprise Data Architecture Data-driven Optimization 55

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

AWS Big Data

DECEMBER 18, 2024

On November 11, 2024, the Apache Flink community released a new version of AWS services connectors, an AWS open source contribution. This new release, version 5.0.0, introduces a new source connector to read data from Amazon Kinesis Data Streams. In this post, we explain how the new features of this connector can improve performance and reliability of your Apache Flink application.

Snapshot 72

Snapshot Strategy Management Publishing 72

Analytics Vidhya

DECEMBER 16, 2024

OpenAI Swarm – launched in 2024, is an experimental framework designed to simplify the orchestration of multi-agent systems for developers. It aims to streamline the coordination of AI agents through scalable and user-friendly mechanisms, making it easier to manage interactions within complex workflows. As an open-source project available on GitHub, Swarm offers developers the opportunity […] The post OpenAI Swarm: A Hands-On Guide to Multi-Agent Systems appeared first on Analytics V

Experimentation 178

Experimentation Interactive Management Analytics 178

CIO Business Intelligence

DECEMBER 18, 2024

Sanjib Sahoo, vicepresidente ejecutivo de Tecnologa Global y director de Desarrollo de la empresa distribuidora de tecnologa Ingram Micro, atribuye el mrito a la enorme transformacin de la empresa a un modelo basado en el valor, un cambio de mentalidad que prioriza los resultados sobre la actividad y el reconocimiento de que la humanidad se encuentra en el corazn del liderazgo del cambio.

Marketing 93

Marketing IT Strategy 93

KDnuggets

DECEMBER 20, 2024

Check out this excellent chat tool you may not know about.

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87

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

Smart Data Collective

DECEMBER 17, 2024

You want to choose the right program if you want to get a data science degree.

Data Science 65

Data Science Big Data 65

AWS Big Data

DECEMBER 17, 2024

Recently, AWS introduced over 50 new capabilities across its streaming services, significantly enhancing performance, scale, and cost-efficiency. Some of these innovations have tripled performance, provided 20 times faster scaling, and reduced failure recovery times by up to 90%. We have made it nearly effortless for customers to bring real-time context to AI applications and lakehouses.

Cost-Benefit 66

Cost-Benefit Data-driven Management Modeling 66

Analytics Vidhya

DECEMBER 17, 2024

OpenAI is raining Christmas presents almost everyday this December! On Day-8 of their Shipmas event, OpenAI has made ChatGPT Search available to all! This new web search feature which was rolled out to ChatGPTs paid users earlier this year, is now available to all logged-in users of ChatGPT worldwide. Not just that, ChatGPT Search is […] The post ChatGPT Search Launched: Is This the End of Google Search?

Analytics 162

Analytics 162

CIO Business Intelligence

DECEMBER 16, 2024

Industry analysts predict growth in investment in cloud computing, and three quarters of CIOs surveyed say that it is critical to their operation. But in terms of CIO priorities, the cloud falls behind many other areas.

Enterprise 84

Enterprise IT Strategy 84

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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

KDnuggets

DECEMBER 16, 2024

Get the Full 2024 Gartner Magic Quadrant Data Integration Report.

Data Integration 86

Data Integration Reporting 86

Cloudera

DECEMBER 19, 2024

AWS re:Invent is one of my favorite trade shows. It is one of the biggest technology conferences of the year and is an opportunity to have hundreds of conversations with customers and prospects, listen to their priorities and challenges, hopes, and give them a Cloudera tote bag or a pair of orange sunglasses. What follows is a collection of just a few things I learned and observed during my week in Las Vegas.

Metadata 56

Metadata Data Processing Machine Learning Cost-Benefit 56

AWS Big Data

DECEMBER 20, 2024

Amazon Q data integration , introduced in January 2024, allows you to use natural language to author extract, transform, load (ETL) jobs and operations in AWS Glue specific data abstraction DynamicFrame. This post introduces exciting new capabilities for Amazon Q data integration that work together to make ETL development more efficient and intuitive.

Data Integration 52

Data Integration Visualization Data Processing Data Lake 52

Analytics Vidhya

DECEMBER 17, 2024

The landscape of AI is evolving rapidly, and language models, particularly those designed for reasoning and problem-solving tasks, are at the heart of this revolution. One such breakthrough in AI is Phi-4, a 14-billion parameter model developed by Microsoft Research. What sets Phi-4 apart from its predecessors and other models is its innovative approach to […] The post Phi-4: Redefining Language Models with Synthetic Data appeared first on Analytics Vidhya.

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Modeling Analytics IT 125

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