Analytics Vidhya

MAY 27, 2024

Introduction Deploying generative AI applications, such as large language models (LLMs) like GPT-4, Claude, and Gemini, represents a monumental shift in technology, offering transformative capabilities in text and code creation. The sophisticated functions of these powerful models have the potential to revolutionise various industries, but achieving their full potential in production situations presents a challenging […] The post How to Move Generative AI Applications to Production?

Modeling 332

Modeling Technology Analytics Machine Learning 332

CIO Business Intelligence

MAY 27, 2024

The creation of a new group to advise on AI and technology product strategy by Facebook parent Meta Platforms has been criticized by an executive member of the Responsible AI Institute (RAI) for what on the surface appears to be an acute lack of diversity. “It was definitely striking, I will say,” said Alyssa Lefaivre Škopac, head of global partnerships and growth with the RAI, of a panel that is made up of four white male entrepreneurs.

Risk 118

Risk Strategy Consulting Technology 118

CIO Business Intelligence

MAY 22, 2024

Finding the return on investment for AI remains elusive for many organizations, even as they rush to adopt the technology. Difficulties estimating or demonstrating the value of AI technologies to the business have been or will be a top barrier to their implementation, according to a recent Gartner survey of more than 700 IT leaders at organizations that have adopted or plan to adopt AI.

ROI 138

ROI IT Measurement Cost-Benefit 138

KDnuggets

MAY 22, 2024

We are all looking for the right opportunities in our career. In the landscape of data-related careers, the roles can be grouped into classes, and future opportunities tend to follow natural migration paths between the class groups.

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Speaker: Maher Hanafi, VP of Engineering at Betterworks & Tony Karrer, CTO at Aggregage

Executive leaders and board members are pushing their teams to adopt Generative AI to gain a competitive edge, save money, and otherwise take advantage of the promise of this new era of artificial intelligence. There's no question that it is challenging to figure out where to focus and how to advance when it’s a new field that is evolving everyday. 💡 This new webinar featuring Maher Hanafi, VP of Engineering at Betterworks, will explore a practical framework to transform Generative AI pr

Data Collection

AWS Big Data

MAY 22, 2024

Amazon OpenSearch Ingestion is a fully managed serverless pipeline that allows you to ingest, filter, transform, enrich, and route data to an Amazon OpenSearch Service domain or Amazon OpenSearch Serverless collection. OpenSearch Ingestion is capable of ingesting data from a wide variety of sources and has a rich ecosystem of built-in processors to take care of your most complex data transformation needs.

Data Architecture 102

Data Architecture Visualization Data Transformation Management 102

IBM Big Data Hub

MAY 23, 2024

Data is the lifeblood of every organization. As your organization’s data footprint expands across the clouds and between your own business lines to drive value, it is essential to secure data at all stages of the cloud adoption and throughout the data lifecycle. While there are different mechanisms available to encrypt data throughout its lifecycle ( in transit , at rest and in use ), application-level encryption (ALE) provides an additional layer of protection by encrypting data at its so

Risk 84

Risk Cost-Benefit Management Software 84

KDnuggets

MAY 27, 2024

Read this concise tutorial to find out how to use GPT to generate creative content with Hugging Face Transformers. No nonsense, just that facts.

Modeling 107

Modeling 107

AWS Big Data

MAY 24, 2024

Apache Spark is a powerful big data engine used for large-scale data analytics. Its in-memory computing makes it great for iterative algorithms and interactive queries. You can use Apache Spark to process streaming data from a variety of streaming sources, including Amazon Kinesis Data Streams for use cases like clickstream analysis, fraud detection, and more.

Metadata 95

Metadata Interactive Business Objectives Management 95

IBM Big Data Hub

MAY 24, 2024

The exchange of securities between parties is a critical aspect of the financial industry that demands high levels of security and efficiency. Triparty repo dealing systems, central to these exchanges, require seamless and secure communication across different platforms. The Clearing Corporation of India Limited (CCIL) recently recommended (link resides outside ibm.com) IBM® MQ as the messaging software requirement for all its members to manage the triparty repo dealing system.

Measurement 78

Measurement Software Marketing Risk 78

Analytics Vidhya

MAY 23, 2024

Introduction LlamaParse is a document parsing library developed by Llama Index to efficiently and effectively parse documents such as PDFs, PPTs, etc. Creating RAG applications on top of PDF documents presents a significant challenge many of us face, specifically with the complex task of parsing embedded objects such as tables, figures, etc. The nature of […] The post Simplifying Document Parsing: Extracting Embedded Objects with LlamaParse appeared first on Analytics Vidhya.

Analytics 274

Analytics Modeling 274

Speaker: Jason Tanner

While growth of software-enabled solutions generates momentum, growth alone is not enough to ensure sustainability. The probability of success dramatically improves with early planning for profitability. A sustainable business model contains a system of interrelated choices made not once but over time. Join this webinar for an iterative approach to ensuring solution, economic and relationship sustainability.

Modeling

CIO Business Intelligence

MAY 27, 2024

AI technologies have advanced at a dizzying pace over the past two years, but workforces at many enterprises remain hesitant to adopt them. A common assumption is that employees are reluctant to use AI-powered tools out of fear that these solutions will out-perform their own work, and in time, make them replaceable. While job displacement is certainly a concern, the reasons for this hesitancy are much more complex.

Data-driven 110

Data-driven Finance Enterprise IT 110

KDnuggets

MAY 22, 2024

Do you want to start your data science journey? If yes, then these Harvard courses might be perfect to start.

Data Science 131

Data Science 131

AWS Big Data

MAY 23, 2024

In today’s data-driven world, organizations often deal with data from multiple sources, leading to challenges in data integration and governance. AWS Glue , a serverless data integration service, simplifies the process of discovering, preparing, moving, and integrating data for analytics, machine learning (ML), and application development. One critical aspect of data governance is entity resolution, which involves linking data from different sources that represent the same entity, despite not be

Machine Learning 96

Machine Learning Interactive Recreation/Entertainment Data Integration 96

Martha Bennett

MAY 22, 2024

Le Data Act est un règlement, ce qui signifie qu'il a désormais force de loi dans tous les pays de l'UE et que des amendements spécifiques à chaque pays ne sont pas autorisés.

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Generative AI is upending the way product developers & end-users alike are interacting with data. Despite the potential of AI, many are left with questions about the future of product development: How will AI impact my business and contribute to its success? What can product managers and developers expect in the future with the widespread adoption of AI?

Analytics

Analytics Vidhya

MAY 24, 2024

News at a Glance The Browser Company has rolled out a unique feature for its iPhone-only Arc Search app, named “Call Arc.” This novel feature lets users ask questions and receive verbal answers by holding their phone to their ear, just like a phone call. It stands out as an innovative twist on traditional voice […] The post Call AI From Your Phone With Arc Search’s ‘Call Arc’ Feature appeared first on Analytics Vidhya.

Analytics 267

Analytics IT 267

CIO Business Intelligence

MAY 27, 2024

With the onset of emerging technologies and increasing appetite among enterprises to create intelligent digital services, the demand for more bandwidth and better network connectivity is at an all-time high. The future of digital productivity rests on evolving network capabilities which Huawei has charted a path to achieve. Earlier this year at Mobile World Congress 2024 , Leon Wang, president of Huawei’s Data Communication Product Line, launched a fresh line-up of Net5.5G-oriented products and

Enterprise 108

Enterprise Marketing Technology Digital Transformation 108

KDnuggets

MAY 28, 2024

Learning math is super important for data science. Check out these free courses from MIT to learn linear algebra, statistics, and more.

Data Science 92

Data Science Statistics 92

AWS Big Data

MAY 23, 2024

For existing users of Amazon Managed Service for Apache Flink who are excited about the recent announcement of support for Apache Flink runtime version 1.18, you can now statefully migrate your existing applications that use older versions of Apache Flink to a more recent version, including Apache Flink version 1.18. With in-place version upgrades, upgrading your application runtime version can be achieved simply, statefully, and without incurring data loss or adding additional orchestration to

Snapshot 88

Snapshot Management Testing Consulting 88

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Many organizations today are unlocking the power of their data by using graph databases to feed downstream analytics, enahance visualizations, and more. Yet, when different graph nodes represent the same entity, graphs get messy. Watch this essential video with Senzing CEO Jeff Jonas on how adding entity resolution to a graph database condenses network graphs to improve analytics and save your analysts time.

Visualization

Smarten

MAY 28, 2024

We invite you to explore our latest knowledgebase articles and to join the Smarten user community on Smarten Support Portal. If you have not registered yet, Click Here to obtain your login credentials. Knowledgebase Articles General : Global Variable : Calculating Profit/Loss Variance based on What-if Analysis Embedded / API Integration : API Call to rebuild cubes / datasets Installation : Bypassing Smarten executable files from Antivirus Scan Predictive Use cases Assisted predictive modelling :

Predictive Modeling 52

Predictive Modeling Snapshot Modeling Analytics 52

Analytics Vidhya

MAY 23, 2024

Introduction LLM Agents play an increasingly important role in the generative landscape as reasoning engines. But most of the agents have the shortcomings of failing or going into hallucinations. However, agents face formidable challenges within Large Language Models (LLMs), including context understanding, coherence maintenance, and dynamic adaptability.

Modeling 266

Modeling Analytics 266

CIO Business Intelligence

MAY 23, 2024

The House Foreign Affairs Committee has advanced a bill that would enhance the White House’s ability to regulate the export of AI systems, amid ongoing efforts to tighten grip on key technologies. “The US-China Economic and Security Review Commission reported last year that China is using commercial AI advancements to prepare for military conflict with Taiwan,” bill co-author and House Representative Michael McCaul said in a statement.

Consulting 122

Consulting Measurement Technology Reporting 122

KDnuggets

MAY 24, 2024

High costs can make it challenging for small business deployments to train and power an advanced AI. Here is where quantization comes in handy.

Modeling 103

Modeling Management IT 103

Speaker: Timothy Chan, PhD., Head of Data Science

Are you ready to move beyond the basics and take a deep dive into the cutting-edge techniques that are reshaping the landscape of experimentation? 🌐 From Sequential Testing to Multi-Armed Bandits, Switchback Experiments to Stratified Sampling, Timothy Chan, Data Science Lead, is here to unravel the mysteries of these powerful methodologies that are revolutionizing how we approach testing.

Experimentation

AWS Big Data

MAY 23, 2024

Hundreds of thousands of organizations build data integration pipelines to extract and transform data. They establish data quality rules to ensure the extracted data is of high quality for accurate business decisions. These rules assess the data based on fixed criteria reflecting current business states. However, when the business environment changes, data properties shift, rendering these fixed criteria outdated and causing poor data quality.

Data Quality 86

Data Quality Metrics Data Lake Sales 86

Dataiku

MAY 28, 2024

Guests to the Toronto session of the 2023 Dataiku Everyday AI Conferences heard from solutions engineer Kateryna Savchyn of Dataiku , as she spoke in depth about specialized coding options available to augment existing Dataiku products and solutions.

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Analytics Vidhya

MAY 23, 2024

News at a Glance Meta is making strides in artificial intelligence (AI) with a new multimodal LLM named Chameleon. This model, based on early-fusion architecture, promises to integrate different types of information better than its predecessors. With this move, Meta is positioning itself as a strong contender in the AI world. Also Read: Ray-Ban Meta […] The post Meta’s Chameleon: A New Player in the Multimodal AI Race appeared first on Analytics Vidhya.

Modeling 266

Modeling Analytics IT 266

CIO Business Intelligence

MAY 22, 2024

Sixteen big users and creators of artificial intelligence (AI) technology — including heavy hitters such as Microsoft, Amazon, Google, Meta, and OpenAI — have signed up to the Frontier AI Safety Commitments, a new set of safety guidelines and development outcomes for the technology. They revealed the commitments on Tuesday, as two days of talks on AI were set to begin at the AI Seoul Summit in Korea.

Risk Management 121

Risk Management Risk Modeling Publishing 121

Speaker: Kevin Kai Wong, President of Emergent Energy Solutions

In today's industrial landscape, the pursuit of sustainable energy optimization and decarbonization has become paramount. ♻️ Manufacturing corporations across the U.S. are facing the urgent need to align with decarbonization goals while enhancing efficiency and productivity. Unfortunately, the lack of comprehensive energy data poses a significant challenge for manufacturing managers striving to meet their targets. 📊 Join us for a practical webinar hosted by Kevin Kai Wong of Emergent Ene

Manufacturing

KDnuggets

MAY 23, 2024

Want to learn data cleaning with pandas? This tutorial will teach you everything you need to know.

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AWS Big Data

MAY 28, 2024

Welcome back to our exciting exploration of architectural patterns for real-time analytics with Amazon Kinesis Data Streams! In this fast-paced world, Kinesis Data Streams stands out as a versatile and robust solution to tackle a wide range of use cases with real-time data, from dashboarding to powering artificial intelligence (AI) applications. In this series, we streamline the process of identifying and applying the most suitable architecture for your business requirements, and help kickstart

IoT 64

IoT Analytics Dashboards Data-driven 64

Dataiku

MAY 22, 2024

Even in 2024, many data teams still spend time on data pipeline tasks that could be automated. In fact, Accenture estimates that 76% of a U.S. worker’s tasks could be reinvented by combining new technologies and new ways of working. From rebuilding datasets from upstream data changes to retraining machine learning (ML) models when drift occurs, repetitive tasks still plague data teams.

Machine Learning 59

Machine Learning Modeling Technology 59

Analytics Vidhya

MAY 28, 2024

Introduction The rapid expansion of the Generative AI model capabilities enables us to develop many businesses around GenAI. Today’s model not only generates text data but also, with the powerful multi-modal model like GPT-4, Gemini can leverage image data to generate information. This capability has huge potential in the business world such as you can […] The post Building a Product Discovery API with Gemini Vision Pro, LlamaIndex & FastAPI appeared first on Analytics Vidhya.

Modeling 210

Modeling Analytics 210

Speaker: John Mansour

If you're looking to advance your career in product management, there are more options than just climbing the management ladder. Join our upcoming webinar to learn about highly rewarding career paths that don't involve management responsibilities. We'll cover both career tracks and provide tips on how to position yourself for success in the one that's right for you.

Management