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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CIO Business Intelligence
NOVEMBER 22, 2024
The road ahead for IT leaders in turning the promise of generative AI into business value remains steep and daunting, but the key components of the gen AI roadmap — data, platform, and skills — are evolving and becoming better defined. That was the key takeaway from the “What’s Next for GenAI in Business” panel at last week’s Big.AI@MIT event, moderated by Lan Guan, CAIO at Accenture.
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
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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
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.
Data Leaders Brief brings together the best content for data, strategy, and BI professionals from the widest variety of industry thought leaders.
AWS Big Data
NOVEMBER 22, 2024
Organizations run millions of Apache Spark applications each month on AWS, moving, processing, and preparing data for analytics and machine learning. As these applications age, keeping them secure and efficient becomes increasingly challenging. Data practitioners need to upgrade to the latest Spark releases to benefit from performance improvements, new features, bug fixes, and security enhancements.
Ontotext
NOVEMBER 22, 2024
Introduction Research published in academic journals plays a crucial role in improving drug discovery by revealing new biological targets, mechanisms, and treatment strategies. To effectively tap into this wealth of information, various AI technologies can sift through large amounts of literature to uncover key insights. This helps researchers identify potential drug targets and innovative solutions more easily, fostering collaboration and speeding up the drug development process.
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.
CIO Business Intelligence
NOVEMBER 19, 2024
From obscurity to ubiquity, the rise of large language models (LLMs) is a testament to rapid technological advancement. Just a few short years ago, models like GPT-1 (2018) and GPT-2 (2019) barely registered a blip on anyone’s tech radar. But with the advent of GPT-3 in 2020, LLMs exploded onto the scene, captivating the world’s attention and forever altering the landscape of artificial intelligence (AI), and in the process, becoming an essential part of our everyday computing lives.
Speaker: Ben Epstein, Stealth Founder & CTO | Tony Karrer, Founder & CTO, Aggregage
When tasked with building a fundamentally new product line with deeper insights than previously achievable for a high-value client, Ben Epstein and his team faced a significant challenge: how to harness LLMs to produce consistent, high-accuracy outputs at scale. In this new session, Ben will share how he and his team engineered a system (based on proven software engineering approaches) that employs reproducible test variations (via temperature 0 and fixed seeds), and enables non-LLM evaluation m
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
Jet Global
NOVEMBER 20, 2024
Organizations can now streamline digital transformations with Logi Symphony on Google Cloud, utilizing BigQuery, the Vertex AI platform and Gemini models for cutting-edge analytics RALEIGH, N.C. – Nov. 20, 2024 – insightsoftware , a leader in data & analytics, today announced the availability of Logi Symphony, its flagship embedded business intelligence (BI) solution, on Google Cloud Marketplace.
Analytics Vidhya
NOVEMBER 18, 2024
In this tutorial, you will learn how to construct iterate update and train a CNN model using JAX, Flax, and Optax on the MNIST dataset. This tutorial starts from how to set up the environment and preprocess the data to how to define the CNN structure and the final step is to test the model. […] The post Image Classification with JAX, Flax, and Optax : A Step-by-Step Guide appeared first on Analytics Vidhya.
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.
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The DHS compliance audit clock is ticking on Zero Trust. Government agencies can no longer ignore or delay their Zero Trust initiatives. During this virtual panel discussion—featuring Kelly Fuller Gordon, Founder and CEO of RisX, Chris Wild, Zero Trust subject matter expert at Zermount, Inc., and Principal of Cybersecurity Practice at Eliassen Group, Trey Gannon—you’ll gain a detailed understanding of the Federal Zero Trust mandate, its requirements, milestones, and deadlines.
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.
KDnuggets
NOVEMBER 19, 2024
Interested in data analytics? Here's a list of Python libraries you cannot do without.
Analytics Vidhya
NOVEMBER 19, 2024
AI agents are intelligent programs that perform tasks autonomously, transforming various industries. As AI agents gain popularity, various frameworks have emerged to simplify their development and integration. Atomic Agents is one of the newer entries in this space, designed to be lightweight, modular, and easy to use. Atomic Agents provides a hands-on, transparent approach, allowing […] The post Build Agents the Atomic Way!
CIO Business Intelligence
NOVEMBER 19, 2024
Many organizations are mortgaging their futures by reallocating IT resources from long-term projects to achieve short-term wins, according to a recent survey of CEOs. Two-thirds of CEOs surveyed by the IBM Institute for Business Value acknowledge raiding long-term IT projects to achieve short-term goals. At the same time, the CEOs surveyed see a focus on short-term performance as the top barrier to innovation.
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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.
AWS Big Data
NOVEMBER 22, 2024
At AWS, we are committed to empowering organizations with tools that streamline data analytics and transformation processes. We are excited to announce that the dbt adapter for Amazon Athena is now officially supported in dbt Cloud. This integration enables data teams to efficiently transform and manage data using Athena with dbt Cloud’s robust features, enhancing the overall data workflow experience.
KDnuggets
NOVEMBER 21, 2024
Learn R from top institutions like Harvard, Stanford, and Codecademy.
Analytics Vidhya
NOVEMBER 21, 2024
Discretization is a fundamental preprocessing technique in data analysis and machine learning, bridging the gap between continuous data and methods designed for discrete inputs. It plays a crucial role in improving data interpretability, optimizing algorithm efficiency, and preparing datasets for tasks like classification and clustering. This article explores data discretisation’s methodologies, benefits, and applications, offering […] The post What is Discretization in Machine Learn
CIO Business Intelligence
NOVEMBER 18, 2024
In the face of shrinking budgets and rising customer expectations, banks are increasingly relying on AI, according to a recent study by consulting firm Publicis Sapiens. The Global Banking Benchmark Study 2024 , which surveyed more than 1,000 executives from the banking sector worldwide, found that almost a third (32%) of banks’ budgets for customer experience transformation is now spent on AI, machine learning, and generative AI.
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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.
Dataiku
NOVEMBER 19, 2024
In the latest GenAI Bootcamp session, Chad Covin , technical product marketing specialist at Dataiku, and Nate Kim , sr. field engineer at Dataiku, discussed the common challenges of IT leaders when implementing large language models (LLMs) at scale. They also discussed the solution by introducing us to the Dataiku LLM Mesh architecture. Let's delve into the essence of this webinar.
Analytics Vidhya
NOVEMBER 20, 2024
A key idea in data science and statistics is the Bernoulli distribution, named for the Swiss mathematician Jacob Bernoulli. It is crucial to probability theory and a foundational element for more intricate statistical models, ranging from machine learning algorithms to customer behaviour prediction. In this article, we will discuss the Bernoulli distribution in detail.
CIO Business Intelligence
NOVEMBER 19, 2024
All industries and modern applications are undergoing rapid transformation powered by advances in accelerated computing, deep learning, and artificial intelligence. The next phase of this transformation requires an intelligent data infrastructure that can bring AI closer to enterprise data. The challenges of integrating data with AI workflows When I speak with our customers, the challenges they talk about involve integrating their data and their enterprise AI workflows.
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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.
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
KDnuggets
NOVEMBER 20, 2024
Can SQL be used for advanced data manipulation in data science? It sure can with these seven techniques.
Analytics Vidhya
NOVEMBER 18, 2024
In an era where artificial intelligence (AI) is tasked with navigating and synthesizing vast amounts of information, the efficiency and accuracy of retrieval methods are paramount. Anthropic, a leading AI research company, has introduced a groundbreaking approach called Contextual Retrieval-Augmented Generation (RAG). This method marries traditional retrieval techniques with innovative tweaks, significantly enhancing retrieval accuracy and relevance. […] The post Magic Behind Anthropic’s C
CIO Business Intelligence
NOVEMBER 18, 2024
A pesar de que el 84% de las organizaciones considera de importancia “estratégica” sus objetivos de sostenibilidad, sólo el 21% de ellas se apoya en la tecnología para reducir su huella medioambiental y configurar su estrategia global en este ámbito. En el caso de las organizaciones españolas, la cifra decrece hasta el situarse en un 18%. Así se desprende del Barómetro Global de Sostenibilidad desarrollado por Ecosystm a cargo de Kyndryl y Microsoft.
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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?
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