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 94

Data Warehouse Snapshot Data Processing Management 94

KDnuggets

DECEMBER 12, 2023

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

Management 123

Management 123

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 115

Modeling 115

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 99

Big Data Optimization Marketing Strategy 99

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

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.

Big Data 109

Big Data Data Strategy Strategy Reporting 109

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.

Modeling 371

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).

Manufacturing 143

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 125

Interactive Modeling 125

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.

Analytics 323

Analytics Strategy 323

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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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

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

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 116

Modeling 116

Analytics Vidhya

DECEMBER 15, 2023

In a groundbreaking move towards addressing the imminent challenges of superhuman artificial intelligence (AI), OpenAI has unveiled a novel research direction – weak-to-strong generalization. This pioneering approach aims to explore whether smaller AI models can effectively supervise and control larger, more sophisticated models, as outlined in their recent research paper on “Weak-to-Strong Generalization.” The Superalignment […] The post OpenAI’s Mini AI Command fo

Modeling 320

Modeling Analytics Machine Learning 320

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

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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

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

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 116

Data Science 116

Analytics Vidhya

DECEMBER 13, 2023

The artificial intelligence community encountered a brief setback. ChatGPT, a popular OpenAI-developed chatbot, faced a ‘major outage.’ OpenAI, the creator, confirmed the incident through a website notice. Despite limited details about the problem, OpenAI assured users it was resolved. The unexpected disruption happened between 5:32 pm and 6:10 pm PST, leaving users intermittently unable to […] The post Did ChatGPT Just Crash?

Analytics 318

Analytics IT Technology 318

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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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

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.

Technology 128

Technology Risk Strategy Interactive 128

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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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.

Deep Learning 315

Deep Learning Visualization Modeling Analytics 315

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 98

Technology IT Machine Learning 98

Speaker: Scott Sehlhorst

We know we want to create products which our customers find to be valuable. Whether we label it as customer-centric or product-led depends on how long we've been doing product management. There are three challenges we face when doing this. The obvious challenge is figuring out what our users need; the non-obvious challenges are in creating a shared understanding of those needs and in sensing if what we're doing is meeting those needs.

Management

CIO Business Intelligence

DECEMBER 12, 2023

Anthony Battle is leaning heavily on AI and IA — artificial intelligence and intelligent automation — to deliver digital transformation at luxury auto maker Jaguar Land Rover. Battle joined JLR as group chief digital and information officer in February 2022, after a long career managing IT for a succession of oil companies. The auto maker, too, was moving away from oil, having announced plans not long before to make the Jaguar range all-electric by 2025, and to offer electric versions of all its

Digital Transformation 128

Digital Transformation Manufacturing Consulting Software 128

KDnuggets

DECEMBER 14, 2023

This article is a brief overview of the field of Emotion AI, and the potential applications of its technology in intimate roles.

Technology 118

Technology IT 118

Analytics Vidhya

DECEMBER 12, 2023

Introduction The field of data science is evolving rapidly, and staying ahead of the curve requires leveraging the latest and most powerful tools available. In 2024, data scientists have a plethora of options to choose from, catering to various aspects of their work, including programming, big data, AI, visualization, and more. This article explores the […] The post Top 26 Data Science Tools for Data Scientists in 2024 appeared first on Analytics Vidhya.

Data Science 314

Data Science Big Data Visualization Analytics 314

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 97

Reporting IT Business Intelligence 97

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Start-ups & SMBs launching products quickly must bundle dashboards, reports, & self-service analytics into apps. Customers expect rapid value from your product (time-to-value), data security, and access to advanced capabilities. Traditional Business Intelligence (BI) tools can provide valuable data analysis capabilities, but they have a barrier to entry that can stop small and midsize businesses from capitalizing on them.

Analytics

CIO Business Intelligence

DECEMBER 11, 2023

The EU has emerged as the first major power to introduce a comprehensive set of laws to govern the use of AI after it agreed on a landmark deal for the EU AI bill. The bill will turn into an EU law once it is approved by the European Parliament at a vote scheduled for early 2024. The provisional agreement defines the rules for the governance of AI in biometric surveillance and how to regulate general-purpose AI systems (GPAIS), such as ChatGPT.

Risk 127

Risk Testing Insurance Cost-Benefit 127

KDnuggets

DECEMBER 14, 2023

Looking for the best resources to learn Python programming? Check out these free university courses.

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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.

Data Science 315

Data Science Statistics Analytics Machine Learning 315

IBM Big Data Hub

DECEMBER 14, 2023

A cybersecurity strategy is not solely about managing risk across a business’ IT infrastructure. The stakes are especially high for organizations in highly regulated industries because they can be exploited through their digital supply chain, giving hackers access to consumers’ valuable and sensitive data. Consequently, these data breaches can rattle customer trust and the confidence of regulators.  When done correctly, cybersecurity can be a strategic initiative that supports

Risk 95

Risk Enterprise Digital Transformation Risk Management 95

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.

Manufacturing