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 325

Deep Learning Visualization Modeling Analytics 325

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 142

Analytics Vidhya

DECEMBER 14, 2023

Introduction In the era of Artificial Intelligence (AI), Machine Learning (ML), and Deep Learning (DL), the demand for formidable computational resources has reached a fever pitch. This digital revolution has propelled us into uncharted territories, where data-driven insights hold the keys to innovation. But to unlock these frontiers, we require tools that can match our […] The post 10 Best GPUs that you Must Explore in 2024 appeared first on Analytics Vidhya.

Deep Learning 312

Deep Learning Machine Learning Data-driven Analytics 312

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

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Risk Cost-Benefit Strategy Risk Management 129

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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.

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Analytics Vidhya

DECEMBER 14, 2023

Google has introduced a game-changer for developers with the launch of AI Studio, a web-based platform aimed at providing seamless access to its Gemini AI models. This innovation is poised to revolutionize the development and deployment of chatbots, applications, and various software, leveraging the advanced natural language generation capabilities of Gemini Pro.

Modeling 305

Modeling Software Analytics IT 305

CIO Business Intelligence

DECEMBER 14, 2023

Salesforce is updating its Data Cloud with vector database and Einstein Copilot Search capabilities in an effort to help enterprises use unstructured data for analysis. The customer relationship management (CRM) software provider’s Data Cloud, which is a part of the company’s Einstein 1 platform, is targeted at helping enterprises consolidate and align customer data.

Unstructured Data 114

Unstructured Data Structured Data Enterprise Business Intelligence 114

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 103

Technology IT Machine Learning 103

Analytics Vidhya

DECEMBER 14, 2023

In a noteworthy stride towards linguistic innovation, Indian AI startup Sarvam AI has released OpenHathi LLM, marking a significant leap in the realm of Hindi language models. Just a week after securing an impressive $41 million in Series A funding, the company introduced OpenHathi-Hi-v0.1, the inaugural release in the OpenHathi series. Genesis of OpenHathi Sarvam […] The post Indian Startup Releases OpenHathi: First-ever Hindi LLM appeared first on Analytics Vidhya.

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Modeling Analytics 298

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 14, 2023

Introduction In the dynamic landscape of education and machine learning, the integration of Adaptive Learning through Diffusion represents a paradigm shift. This advanced approach harnesses the principles of diffusion to tailor learning experiences, adapting seamlessly to the needs and pace of individual learners. In this article, we will delve into the intricacies of Adaptive Learning […] The post Adaptive Learning through Diffusion: A Cutting-Edge Paradigm appeared first on Analytics Vid

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Machine Learning Analytics Deep Learning Data Science 296

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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

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 130

Technology IT 130

Analytics Vidhya

DECEMBER 14, 2023

Speculations are buzzing in the tech community as a potential leak hints at OpenAI’s latest iteration, GPT-4.5. Shared on various social media platforms, the leak, if accurate, unveils impressive features and pricing structures that could revolutionize the landscape of large language models. GPT-4.5 Overview GPT-4.5, the purported upgrade to OpenAI’s renowned GPT LLM, seems to […] The post GPT-4.5: Fact or Fiction?

Modeling 292

Modeling Analytics 292

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 82

Risk Enterprise Digital Transformation Risk Management 82

Analytics Vidhya

DECEMBER 14, 2023

Introduction The constant quest for precision and dependability in the field of Artificial Intelligence (AI) has brought in game-changing innovations. These strategies are critical in leading generative models to offer relevant answers to a range of questions. One of the biggest barriers to the use of Generative AI in different sophisticated applications is hallucination.

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Strategy Modeling Analytics 291

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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.

Reporting

IBM Big Data Hub

DECEMBER 14, 2023

In today’s digital age, the threat landscape continues to evolve and organizations are increasingly vulnerable to cyberattacks. To combat these ever-growing risks, the concept of cyber resiliency has gained significant importance. Cyber resiliency refers to an organization’s ability to prepare for, respond to, and recover from cyber threats while maintaining the continuity of operations.

Risk 78

Risk Measurement Business Objectives Optimization 78

Analytics Vidhya

DECEMBER 14, 2023

Introduction In the realm of computer vision, Convolutional Neural Networks (CNNs) have redefined the landscape of image analysis and understanding. These powerful networks have enabled breakthroughs in tasks such as image classification, object detection, and semantic segmentation. They have laid the foundation for a wide range of applications in fields like healthcare, autonomous vehicles, and more. […] The post A Comprehensive Guide on Atrous Convolution in CNNs appeared first on Analyt

Analytics 282

Analytics 282

Timo Elliott

DECEMBER 14, 2023

We’ve all heard the expression “garbage in, garbage out” when it comes to data systems. But Generative AI brings a big caveat, and a big new opportunity. Generative AI can help turn data garbage into business gold. Data remains the biggest and most important factor in the usefulness of AI systems. Algorithms are becoming a commodity, so the biggest differentiator is the quantity, quality, and relevance of the underlying data set.

Machine Learning 64

Machine Learning IoT Statistics Modeling 64

IBM Big Data Hub

DECEMBER 14, 2023

There has been a lot of recent discussion around the business value of environmental, social and governance (ESG) reporting, and the degree to which it relates to financial performance and other measures of business value. When it comes to focusing on the “environmental” aspect of ESG—often referred to as “sustainability”—there are many ways this area can open up business opportunities.

Cost-Benefit 66

Cost-Benefit Advertising ROI Business Objectives 66

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Data-driven

CIO Business Intelligence

DECEMBER 14, 2023

Artificial intelligence can become a powerful tool to meet the goal of the Paris Agreement of limiting the increase in global average temperature to less than 2°C above pre-industrial levels, for which it is essential to immediately reduce emissions, fast and deep in all productive sectors. Thanks to the special ability of AI to collect, complete and interpret large and complex data sets on emissions, climate impact, etc., this technology can be used to help all stakeholders adopt a more inform

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Data-driven Big Data Risk Optimization 59

IBM Big Data Hub

DECEMBER 14, 2023

As it has become tradition , the team creating the looks back and shares the personal highlights of the year 2023. Another year has passed—it felt like the whole world was talking about and trying out tools powered by generative AI and Large Language Models (LLMs). Kids completing homework with ChatGPT, the rest of us generating images, PowerPoint slides, poems, code skeletons and security hacks.

Experimentation 65

Experimentation Testing Software Management 65

Paul Blogs on BI

DECEMBER 14, 2023

I always dread replacing my computer and try to put it off until I have absolutely no choice. It’s not that I don’t want all the great new features especially size, speed and battery life since I travel so much, it’s just that I have to go through this ever-increasingly long and painful process of setting everything up exactly the way I had it before.

Software 52

Software Recreation/Entertainment Testing Measurement 52

CIO Business Intelligence

DECEMBER 14, 2023

The harsh, remote landscape of Alaska’s North Slope does not evoke thoughts of digital transformation. At yet when it is home to many of your company’s assets, as is the case for ConocoPhillips, sometimes the best IT strategy is to bring technologies closer to the edge. “Aside from being extremely cold, working on the Slope presents major supply chain challenges,” says Pragati Mathur, chief digital and information officer for the energy exploration and production stalwart.

Manufacturing 87

Manufacturing Digital Transformation Experimentation Cost-Benefit 87

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Explore how enterprises can enhance developer productivity and onboarding by adopting self-hosted Cloud Development Environments (CDEs). This whitepaper highlights the simplicity and flexibility of cloud-based development over traditional setups, demonstrating how large teams can leverage economies of scale to boost efficiency and developer satisfaction.

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