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

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

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 83

Predictive Modeling Data Science Modeling Sales 83

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

Speaker: Tamara Fingerlin, Developer Advocate

In this new webinar, Tamara Fingerlin, Developer Advocate, will walk you through many Airflow best practices and advanced features that can help you make your pipelines more manageable, adaptive, and robust. She'll focus on how to write best-in-class Airflow DAGs using the latest Airflow features like dynamic task mapping and data-driven scheduling!

Data-driven

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

CIO Business Intelligence

DECEMBER 20, 2024

Data architecture definition Data architecture describes the structure of an organizations logical and physical data assets, and data management resources, according to The Open Group Architecture Framework (TOGAF). Its an offshoot of enterprise architecture that comprises the models, policies, rules, and standards that govern the collection, storage, arrangement, integration, and use of data in organizations.

Data Architecture 98

Data Architecture Management Consulting Internet of Things 98

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

CIO Business Intelligence

DECEMBER 20, 2024

CIO Jason Birnbaum has ambitious plans for generative AI at United Airlines. With the core architectural backbone of the airlines gen AI roadmap in place, including United Data Hub and an AI and ML platform dubbed Mars, Birnbaum has released a handful of models into production use for employees and customers alike. Chief among these is United ChatGPT for secure employee experimental use and an external-facing LLM that better informs customers about flight delays, known as Every Flight Has a Stor

IT 89

IT Unstructured Data Experimentation Data Lake 89

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

KDnuggets

DECEMBER 20, 2024

A simple guide for getting hooked to machine learning and building a successful career in the field.

Machine Learning 91

Machine Learning 91

Analytics Vidhya

DECEMBER 20, 2024

Imagine having an AI tool that not only understands your complex queries but also reasons through them like a seasoned expert. OpenAI o1 is here to revolutionize how developers interact with AI, offering unparalleled reasoning capabilities, real-time audio integration, and enhanced customization options. With features like a massive 200K-token context window and developer-friendly SDKs, o1 […] The post Level-up your AI Development with OpenAI o1 appeared first on Analytics Vidhya.

Interactive 178

Interactive Analytics 178

CIO Business Intelligence

DECEMBER 18, 2024

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IT 98

IT 98

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

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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

KDnuggets

DECEMBER 17, 2024

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

Visualization 94

Visualization Modeling 94

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 16, 2024

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92

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

KDnuggets

DECEMBER 20, 2024

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

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82

Analytics Vidhya

DECEMBER 19, 2024

GPT-4o has set the bar high in the world of language models, taking text generation and summarization to an entirely new level with its incredible versatility and vast knowledge. However, as our world becomes more diverse, the need for models that can truly grasp regional languages is growingespecially for Indic languages like Hindi, Bengali, Tamil, […] The post GPT 4o vs Indic LLMs: Who will Win the Language War?

Modeling 185

Modeling Analytics IT 185

CIO Business Intelligence

DECEMBER 19, 2024

Este ao surgieron riesgos derivados de la inteligencia artificial , interrupciones catastrficas como el incidente de CrowdStrike y la superacin de las fragilidades de la cadena de suministro de software , as como el riesgo de que los ciberataques y la computacin cuntica rompan los algoritmos de cifrado ms avanzados de la actualidad. En el clima incierto actual, todas las empresas, independientemente de su tamao, son propensas a sufrir interrupciones.

Software 19

Software IT Strategy 19

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

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

KDnuggets

DECEMBER 18, 2024

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

85

85

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

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

Speaker: Anindo Banerjea, CTO at Civio & Tony Karrer, CTO at Aggregage

When developing a Gen AI application, one of the most significant challenges is improving accuracy. This can be especially difficult when working with a large data corpus, and as the complexity of the task increases. The number of use cases/corner cases that the system is expected to handle essentially explodes. 💥 Anindo Banerjea is here to showcase his significant experience building AI/ML SaaS applications as he walks us through the current problems his company, Civio, is solving.

Testing

KDnuggets

DECEMBER 16, 2024

Get the Full 2024 Gartner Magic Quadrant Data Integration Report.

Data Integration 83

Data Integration Reporting 83

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 19, 2024

Agentic AI, the more focused alternative to general-purpose generative AI, is gaining momentum in the enterprise, with Forrester having named it a top emerging technology for 2025 in June. Since then, several organizations have begun using the technology , and major vendors such as Salesforce and ServiceNow have offered AI agents to customers. Agentic AI focuses on performing specific tasks and emphasizes operational decision-making instead of the content generation often associated with gen AI

Cost-Benefit 66

Cost-Benefit Modeling ROI Marketing 66

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

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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