O'Reilly on Data
NOVEMBER 19, 2024
One popular term encountered in generative AI practice is retrieval-augmented generation (RAG). Reasons for using RAG are clear: large language models (LLMs), which are effectively syntax engines, tend to “hallucinate” by inventing answers from pieces of their training data. The haphazard results may be entertaining, although not quite based in fact.
Analytics Vidhya
NOVEMBER 16, 2024
Most of us today use ChatGPT for creating content, doing research, and a number of other daily tasks. Did you know you can now get more contextual responses and edit specific parts of the content on ChatGPT? Yes, this is now possible with the Canvas integration on OpenAI’s GPT-4o model. GPT-4o with Canvas lets you […] The post 3 Ways to Use GPT 4o Like a Pro with Canvas appeared first on Analytics Vidhya.
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David Menninger's Analyst Perspectives
NOVEMBER 19, 2024
I previously explained that data observability software has become a critical component of data-driven decision-making. Data observability addresses one of the most significant impediments to generating value from data by providing an environment for monitoring the quality and reliability of data on a continual basis. Maintaining quality and trust is a perennial data management challenge, the importance of which has come into sharper focus in recent years thanks to the rise of artificial intelli
CIO Business Intelligence
NOVEMBER 21, 2024
Los CIO que sienten la presión de implementar proyectos de inteligencia artificial (IA) exitosos tienen una segunda preocupación: no tienen el presupuesto para llevarlo a cabo. El 90% de los CIO encuestados recientemente por Gartner afirman que la gestión de los costes de la IA limita su capacidad para obtener valor de esta tecnología. Además, si los CIO no comprenden plenamente el coste de escalar la IA generativa, podrían cometer errores de cálculo de entre el 500% y el 1.000% , según Hung
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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have migrated their testing and production workloads to the cloud, yet development environments often remain tied to outdated local setups, limiting efficiency and growth.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.
TDAN
NOVEMBER 20, 2024
Data quality issues continue to plague financial services organizations, resulting in costly fines, operational inefficiencies, and damage to reputations. Even industry leaders like Charles Schwab and Citibank have been severely impacted by poor data management, revealing the urgent need for more effective data quality processes across the sector.
Analytics Vidhya
NOVEMBER 21, 2024
Image segmentation is another popular computer vision task that has applications with different models. Its usefulness across different industries and fields has allowed for more research and improvements. Maskformer is part of another revolution of image segmentation, using its mask attention mechanism to detect objects that overlap their bounding boxes.
Data Leaders Brief brings together the best content for data, strategy, and BI professionals from the widest variety of industry thought leaders.
CIO Business Intelligence
NOVEMBER 22, 2024
Generative AI has the potential to redefine productivity, create novel applications, and reinvent customer experience. But without a strategic approach, you could not only miss out on the promise of this powerful tool, but also drain time, energy, and resources away from other mission-critical initiatives across your organization. To that end, Kristen Backeberg, Director of Global ISV Partner Marketing at AWS, and Val Henderson, President and CRO at Caylent, recently sat down to discuss maybe th
AWS Big Data
NOVEMBER 22, 2024
Amazon Redshift is a fast, scalable, secure, and fully managed cloud data warehouse that you can use to analyze your data at scale. Tens of thousands of customers use Amazon Redshift to process exabytes of data to power their analytical workloads.The Amazon Redshift Data API simplifies programmatic access to Amazon Redshift data warehouses by providing a secure HTTP endpoint for executing SQL queries, so that you don’t have to deal with managing drivers, database connections, network configurati
Analytics Vidhya
NOVEMBER 21, 2024
Introducing Hunyuan3D-1.0, a game-changer in the world of 3D asset creation. Imagine generating high-quality 3D models in under 10 seconds—no more long waits or cumbersome processes. This innovative tool combines cutting-edge AI and a two-stage framework to create realistic, multi-view images before transforming them into precise, high-fidelity 3D assets.
KDnuggets
NOVEMBER 22, 2024
This article examines the challenges of aligning machine behavior with human values, and the role of ethical frameworks in shaping responsible AI.
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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?
CIO Business Intelligence
NOVEMBER 20, 2024
Meta has hired the former CEO of Salesforce AI, Clara Shih, to lead a new “Business AI” group. Salesforce has still not publicly acknowledged Shih’s departure , but it will be hard to ignore now that she’s announced her new role on her LinkedIn profile. Shih is now a vice president at Meta and the head of a new business AI group, she said in a post there.
AWS Big Data
NOVEMBER 19, 2024
Organizations of all sizes and types are using generative AI to create products and solutions. A common adoption pattern is to introduce document search tools to internal teams, especially advanced document searches based on semantic search. In semantic search, documents are stored as vectors, a numeric representation of the document content, in a vector database such as Amazon OpenSearch Service , and are retrieved by performing similarity search with a vector representation of the search query
Analytics Vidhya
NOVEMBER 21, 2024
In today’s fast-paced digital world, businesses are constantly looking for innovative ways to provide customized customer experiences that stand out. AI agents play a crucial role in personalizing these experiences by understanding customer behavior and tailoring interactions in real-time. In this article, we’ll explore how AI agents work to deliver customized customer experiences, examine the […] The post Using AI Agents to Create Customized Customer Experiences appeared first
KDnuggets
NOVEMBER 19, 2024
Interested in data analytics? Here's a list of Python libraries you cannot do without.
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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.
CIO Business Intelligence
NOVEMBER 18, 2024
Traditionally viewed as rock-solid and steady, the insurance industry is not exactly associated with taking big risks. But Florida-based Brown & Brown Insurance put old-school conventions to the test when it joined a growing cadre of leading organizations remodeling IT to reflect the pervasive role of technology in business transformation. Under Executive Vice President and CIO Gray Nester, BBIN traded up the legacy IT moniker for the modern-day Technology Solutions Group brand.
AWS Big Data
NOVEMBER 21, 2024
The AWS Glue Data Catalog supports automatic table optimization of Apache Iceberg tables, including compaction , snapshots, and orphan data management. The data compaction optimizer constantly monitors table partitions and kicks off the compaction process when the threshold is exceeded for the number of files and file sizes. The Iceberg table compaction process starts and will continue if the table or any of the partitions within the table has more than the configured number of files (default fi
Analytics Vidhya
NOVEMBER 20, 2024
ChatGPT has grown to become an everyday companion for most of us. Although we might use it on a daily basis, most of us have only been scratching the surface of what ChatGPT can do. Beyond writing essays or answering questions, this generative AI tool holds the potential to transform your workflows, spark creativity, and […] The post 7 Out-Of-The-Box ChatGPT Prompts to Try Today appeared first on Analytics Vidhya.
KDnuggets
NOVEMBER 20, 2024
Can SQL be used for advanced data manipulation in data science? It sure can with these seven techniques.
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.
CIO Business Intelligence
NOVEMBER 21, 2024
CIOs feeling the pressure to deploy successful AI projects have a second concern: that they don’t have the money to pull it off. Ninety percent of CIOs recently surveyed by Gartner say that managing AI costs is limiting their ability to get value from AI. In addition, if CIOs don’t fully understand the cost of scaling generative AI, they could miscalculate by 500% to 1,000%, says Hung LeHong, an analyst focused on executive leadership for digital business at Gartner.
AWS Big Data
NOVEMBER 22, 2024
It is appealing to migrate from self-managed OpenSearch and Elasticsearch clusters in legacy versions to Amazon OpenSearch Service to enjoy the ease of use, native integration with AWS services, and rich features from the open-source environment ( OpenSearch is now part of Linux Foundation ). However, the data migration process can be daunting, especially when downtime and data consistency are critical concerns for your production workload.
Analytics Vidhya
NOVEMBER 21, 2024
Sentiment analysis in finance is a powerful tool for understanding market trends and investor behavior. However, general sentiment analysis models often fall short when applied to financial texts due to their complexity and nuanced nature. This project proposes a solution by fine-tuning GPT-4o mini, a lightweight language model. By utilizing the TRC2 dataset, a collection […] The post Fine-Tuning GPT-4o Mini for Financial Sentiment Analysis appeared first on Analytics Vidhya.
KDnuggets
NOVEMBER 18, 2024
Ever wondered what the three dots (.) in Python are used for? Discover how this powerful operator can simplify your code!
Speaker: Jay Allardyce, Deepak Vittal, and Terrence Sheflin
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.
CIO Business Intelligence
NOVEMBER 19, 2024
Most IT and business executives recognize the necessity of close alignment. They understand that their strategies, capabilities, resources, and management systems should be configured to support the enterprise’s overarching purpose and goals. But the challenge many executives face is that they tend to focus on how their particular area aligns with overall goals, to the exclusion of other facets of the organization.
AWS Big Data
NOVEMBER 19, 2024
Today we announced support for three new features for Amazon OpenSearch Serverless : Point in Time (PIT) search, which enables you to maintain stable sorting for deep pagination in the presence of updates, and Piped Processing Language (PPL) and Structured Query Language (SQL), which give you new ways to query your data. Querying with SQL or PPL is useful if you’re already familiar with the language or want to integrate your domain with an application that uses them.
Analytics Vidhya
NOVEMBER 20, 2024
Large Language Models like BERT, T5, BART, and DistilBERT are powerful tools in natural language processing where each is designed with unique strengths for specific tasks. Whether it’s summarization, question answering, or other NLP applications. These models vary in their architecture, performance, and efficiency. In our code we will compare these models across two tasks: […] The post Comparing LLMs for Text Summarization and Question Answering appeared first on Analytics Vidhya.
Cloudera
NOVEMBER 21, 2024
As advanced analytics and AI continue to drive enterprise strategy, leaders are tasked with building flexible, resilient data pipelines that accelerate trusted insights. AI pioneer Andrew Ng recently underscored that robust data engineering is foundational to the success of data-centric AI —a strategy that prioritizes data quality over model complexity.
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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.
CIO Business Intelligence
NOVEMBER 20, 2024
CIO ASEAN is proud to announce the winners of the 2024 CIO100 Awards – recognising the top technology leaders and teams across Southeast Asia and Hong Kong who are driving innovation and influencing rapid change. Winners were unveiled during an in-person awards ceremony at Marina Bay Sands in Singapore, with more than 300 executives from across Southeast Asia and Hong Kong.
AWS Big Data
NOVEMBER 19, 2024
Amazon Managed Workflows for Apache Airflow (Amazon MWAA), is a managed Apache Airflow service used to extract business insights across an organization by combining, enriching, and transforming data through a series of tasks called a workflow. It enhances infrastructure security and availability while reducing operational overhead. Today, we’re excited to announce mw1.micro, the latest addition to Amazon MWAA environment classes.
Analytics Vidhya
NOVEMBER 21, 2024
In the fast-paced digital landscape, businesses often face the challenge of promptly responding to customer emails while maintaining accuracy and relevance. Leveraging advanced tools like LangGraph, Llama 3, and Groq, we can streamline email workflows by automating tasks such as categorization, contextual research, and drafting thoughtful replies. This guide demonstrates how to build an automated […] The post Streamline Email Workflows with LangGraph, Llama 3, and GROQ for Smarter Customer
KDnuggets
NOVEMBER 21, 2024
Learn R from top institutions like Harvard, Stanford, and Codecademy.
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.
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