AWS Big Data

DECEMBER 13, 2023

Data loses value over time. We hear from our customers that they’d like to analyze the business transactions in real time. Traditionally, customers used batch-based approaches for data movement from operational systems to analytical systems. Batch load can run once or several times a day. A batch-based approach can introduce latency in data movement and reduce the value of data for analytics.

Data Warehouse 105

Data Warehouse Snapshot Data Processing Internet of Things 105

KDnuggets

DECEMBER 12, 2023

This article provides an overview of two new data preparation techniques that enable data democratization while minimizing transformation burdens.

Management 128

Management 128

KDnuggets

DECEMBER 12, 2023

Whether you're a seasoned ML engineer or a new LLM developer, these tools will help you get more productive and accelerate the development and deployment of your AI projects.

Modeling 121

Modeling 121

Smart Data Collective

DECEMBER 10, 2023

We have talked at length about some of the pros and cons of big data. Unfortunately, the evolution of big data really has been a double-edged sword for businesses all over the world.

Big Data 106

Big Data Optimization Marketing Strategy 106

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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

Smart Data Collective

DECEMBER 10, 2023

Big data technology has been extremely valuable for businesses of all sizes and in all industries. However, many companies still are not using big data to its full potential. According to one survey cited by Dataversity, only 53% of companies report having formalized data strategies.

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Big Data Data Strategy Strategy Reporting 116

Analytics Vidhya

DECEMBER 15, 2023

Introduction Since the release of ChatGPT and the GPT models from OpenAI and their partnership with Microsoft, everyone has given up on Google, which brought the Transformer Model to the AI space. More than a year after the GPT models were released, there were no big moves from Google, apart from the PaLM API, which […] The post Building an LLM Model using Google Gemini API appeared first on Analytics Vidhya.

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Modeling Analytics Machine Learning 371

CIO Business Intelligence

DECEMBER 14, 2023

Manufacturing has been a longstanding pillar of progress for humankind. From the Industrial Revolution over 200 years ago to today, manufacturing has had a profound impact on our lives, made possible by its unrelenting innovation. Now, manufacturing is facing one of the most exciting, unmatched, and daunting transformations in its history due to artificial intelligence (AI) and generative AI (GenAI).

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Manufacturing Cost-Benefit Unstructured Data Optimization 143

KDnuggets

DECEMBER 15, 2023

Chain of Code is an approach to interacting with language models, enhancing reasoning abilities through a blend of writing, executing, and simulating code execution, extending the capabilities of language models in logic, arithmetic, and linguistic tasks, especially those requiring a combination of these.

Interactive 122

Interactive Modeling 122

Analytics Vidhya

DECEMBER 11, 2023

OpenAI, the renowned artificial intelligence (AI) company, is making significant strides towards establishing a robust presence in India. According to TechCrunch, Rishi Jaitly who is a former Head of Twitter India, is now a senior advisor to OpenAI, playing a pivotal role in navigating the intricate landscape of Indian policy and regulations. This move is […] The post OpenAI Is Coming to India: Setting Up a Local Team appeared first on Analytics Vidhya.

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Analytics Strategy 326

Laminar Security

DECEMBER 13, 2023

In the ever-evolving digital landscape, the importance of data discovery and classification can’t be overstated. As we generate and interact with unprecedented volumes of data, the task of accurately identifying, categorizing, and utilizing this information becomes increasingly difficult. This challenge is intensified by complex multi-cloud infrastructures and the swift proliferation of data.

Data-driven 119

Data-driven Machine Learning Risk Deep Learning 119

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Data-driven

CIO Business Intelligence

DECEMBER 13, 2023

Thomson Reuters is in the information business, and has been for a long time. Thomson Corporation was founded in 1934 as a newspaper company, and Reuters was founded even earlier, in 1851, to transmit stock prices. The emergence of the Internet could have been a death blow, but the company survived — and thrived. Over the past 15 years, its stock price grew from a low of $20 in 2008 to $170 today as it diversified into new areas of business, research, and workflow products for legal, accounting,

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Enterprise Consulting Risk Marketing 137

Dataiku

DECEMBER 12, 2023

“If you do something once, people will call it an accident. If you do it twice, they call it a coincidence. But do it a third time, and you've just proven a natural law.” These are the wise words of American computer scientist and mathematician Grace Hopper.

IT 116

IT 116

Analytics Vidhya

DECEMBER 14, 2023

Introduction Gradient-weighted Class Activation Mapping is a technique used in deep learning to visualize and understand the decisions made by a CNN. This groundbreaking technique unveils the hidden decisions made by CNNs, transforming them from opaque models into transparent storytellers. Picture this as a magic lens that paints a vivid heatmap, spotlighting the essence of […] The post Visualizing Model Insights: A Guide to Grad-CAM in Deep Learning appeared first on Analytics Vidhya.

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Deep Learning Visualization Modeling Analytics 321

KDnuggets

DECEMBER 15, 2023

You learned how to generate images using the base model, how to upgrade to the Stable Diffusion XL model to improve image quality, and how to use a custom model to generate high quality portraits.

Modeling 123

Modeling 123

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

CIO Business Intelligence

DECEMBER 12, 2023

Oracle on Wednesday said it is opening a second cloud region in Chile as part of ongoing efforts to expand its global cloud footprint to compete with the larger rivals including AWS, Microsoft, and Google. The second region will be based in the Valparaíso Region alongside the existing region in Santiago, the company said, adding that the new region will bolster its efforts to address business continuity while complying with data residency and sovereignty regulations.

IT 137

IT 137

Dataiku

DECEMBER 11, 2023

Here we are on the cusp of 2024. So many exciting product updates have happened at Dataiku this year over the course of six releases. In the first article of this series, we’ll take a look back through the year, but stay tuned for a look ahead to the future in another post, as well as an article on new Generative AI features. As it’s the holiday season, let’s have some fun and review some of the highlights of 2023 as though we’re walking through a winter wonderland!

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Analytics Vidhya

DECEMBER 15, 2023

Unveiling the AI Playlists Feature This fall, eagle-eyed users discovered a new feature on Spotify’s streaming app, allowing the creation of AI-driven playlists through prompts. Although Spotify confirmed the test to TechCrunch, details about the technology and its workings remain undisclosed, leaving users intrigued. The feature was brought to public attention through a TikTok video […] The post Spotify’s Secret Weapon: AI-Generated Playlists appeared first on Analytics Vidhya

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Testing Technology Analytics Experimentation 312

KDnuggets

DECEMBER 13, 2023

This article is about the less common data science skills that can help you get hired. While these skills are not as common as they are for technical jobs, they are certainly worth developing.

Data Science 122

Data Science 122

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.

Business Intelligence

CIO Business Intelligence

DECEMBER 14, 2023

As CIOs seek to achieve economies of scale in the cloud, a risk inherent in many of their strategies is taking on greater importance of late: consolidating on too few if not just a single major cloud vendor. And while vendor lock-in has long been a key issue in the cloud, especially for organizations that have not established a credible threat of defection, the emerging AI tools market — and its accompanying arms race among the major cloud vendors — could leave CIOs at risk of the opportunity co

Risk 131

Risk Cost-Benefit Strategy Risk Management 131

AWS Big Data

DECEMBER 15, 2023

With the exponential growth of data, companies are handling huge volumes and a wide variety of data including personally identifiable information (PII). PII is a legal term pertaining to information that can identify, contact, or locate a single person. Identifying and protecting sensitive data at scale has become increasingly complex, expensive, and time-consuming.

Data Lake 110

Data Lake Data Warehouse Big Data Structured Data 110

Analytics Vidhya

DECEMBER 11, 2023

Introduction Data science is a rapidly growing field that combines programming, statistics, and domain expertise to extract insights and knowledge from data. Many resources are available for learning data science, including online courses, textbooks, and blogs. In this article, we will focus on YouTube channels that offer free data science learning.

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Data Science Statistics Analytics Machine Learning 314

Smart Data Collective

DECEMBER 14, 2023

As we venture further into the 21st century, the landscape of technological innovation is increasingly dominated by Generative AI, a field at the cutting edge of artificial intelligence.

Technology 105

Technology IT Machine Learning 105

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

CIO Business Intelligence

DECEMBER 11, 2023

AI has whet the appetites of organizations across nearly every sector. As AI pilots move toward production, discussions about the need for ethical AI are growing, along with terms like “fairness,” “privacy,” “transparency,” “accountability,” and the big one —”bias.” But ensuring those and other measures are taken into consideration is a weighty task that CIOs will be grappling with as AI becomes integral to how people work and conduct business.

Modeling 131

Modeling Risk Strategy Software 131

IBM Big Data Hub

DECEMBER 11, 2023

With the rapid advancements in cloud computing, data management and artificial intelligence (AI) , hybrid cloud plays an integral role in next-generation IT infrastructure. Enterprise-level businesses rely on hybrid cloud solutions to run critical workloads from anywhere by combining and unifying on-premises, private cloud and public cloud environments.

Cost-Benefit 101

Cost-Benefit Data Processing Strategy Software 101

Analytics Vidhya

DECEMBER 13, 2023

In a recent development, Microsoft Research’s Machine Learning Foundations team has unveiled Phi-2, the latest addition to their suite of small language models (SLMs). Clocking in at 2.7 billion parameters, Phi-2 defies expectations, showcasing unparalleled reasoning and language understanding capabilities within a surprisingly compact framework.

Modeling 309

Modeling Machine Learning Analytics 309

Smart Data Collective

DECEMBER 10, 2023

There have been a lot of discussions about the benefits of using AI in business. However, a surprisingly small number of businesses are actually leveraging it. A report from the Census Bureau found that only 3.8% of businesses are using AI to produce goods and services.

Reporting 104

Reporting IT Business Intelligence 104

Speaker: Christophe Louvion, Chief Product & Technology Officer of NRC Health and Tony Karrer, CTO at Aggregage

Christophe Louvion, Chief Product & Technology Officer of NRC Health, is here to take us through how he guided his company's recent experience of getting from concept to launch and sales of products within 90 days. In this exclusive webinar, Christophe will cover key aspects of his journey, including: LLM Development & Quick Wins 🤖 Understand how LLMs differ from traditional software, identifying opportunities for rapid development and deployment.

Sales

CIO Business Intelligence

DECEMBER 12, 2023

Chief technology officers are key players in the enterprise C-suite, oftentimes working in collaboration with CIOs at the forefront of new and innovative technologies. These executives can help lead their organizations toward increased efficiencies and improved performance through strategic implementation of the right products and services. They are among the most important hires organizations are making today due to the business value that successful technology deployments can bring.

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Technology Risk Strategy Interactive 128

IBM Big Data Hub

DECEMBER 13, 2023

Derived from the Greek words for “hidden writing,” cryptography is the science of obscuring transmitted information so that it may only be read by the intended recipient. The applications of cryptography are endless. From the quotidian end-to-end message authentication on WhatsApp to the practical digital signatures on legal forms or even the CPU-draining ciphers used for mining cryptocurrency , cryptography has become an essential aspect of our digital world and a critical cybersecu

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Consulting Technology Data Integration Risk 99

Analytics Vidhya

DECEMBER 15, 2023

Introduction In the dynamic realm of contemporary applications, real-time databases are pivotal for maintaining smooth data management and immediate updates. Engineered to handle substantial data volumes, these databases offer instantaneous access to information. This article delves into the top 10 real-time databases set to make an impact in 2024. Understanding Real-Time Databases Real-time databases are […] The post Top 10 Real-Time Databases to Use in 2024 appeared first on Analytics Vi

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Management Analytics 308

KDnuggets

DECEMBER 11, 2023

Welcome back to the KDnuggets’ "Back to Basics" series. This is the BONUS week and we will dive into learning about deploying to the cloud.

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Speaker: Jesse Simms, VP at Giant Partners

This new, thought-provoking webinar will explore how even incremental efforts and investments in your data can have a tremendous impact on your direct mail and multi-channel marketing campaign results! Industry expert Jesse Simms, VP at Giant Partners, will share real-life case studies and best practices from client direct mail and digital campaigns where data modeling strategies pinpointed audience members, increasing their propensity to respond – and buy.

Modeling