Thu.Nov 02, 2023

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Revolutionizing Biological Molecule Predictions With DeepMind’s AlphaFold

Analytics Vidhya

Let’s Advance Our Understanding of Biological Molecules DeepMind is a pioneering AI research lab. Google DeepMind has unveiled the latest version of its groundbreaking AlphaFold system. This marks a significant leap in our understanding of biological molecules. AlphaFold has made headlines for its ability to predict the structures of proteins accurately.

Analytics 318
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Your biggest barriers to digital transformation aren’t technical…they’re cultural

CIO Business Intelligence

As an infrastructure and security practitioner with nearly 30 years of experience, I’ve witnessed periods of rapid change in the technology landscape. However, I have seen a lot of things stay practically the same. Historically, our jobs as infrastructure and security professionals have involved installing the “plumbing” that ensures organizations remain connected through traditional networking and security practices.

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Implementing Fraud Transaction Detection Using MLOPs

Analytics Vidhya

Introduction In today’s digital world, people are increasingly shifting towards online transactions and digital payment due to convenience rather than cash. With the increase in transition, there is also an increase in fraud. Fraud transaction can be of any type as it involves requesting money using false identity or false information. This poses a significant problem for individuals and […] The post Implementing Fraud Transaction Detection Using MLOPs appeared first on Analytics Vidhya.

Analytics 318
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CIOs sharpen cloud cost strategies — just as gen AI spikes loom

CIO Business Intelligence

Cloud costs remain a key concern for IT leaders, who find themselves nearing a crossroads where expenditures for core workloads will need containment to free up spend for innovation. To be sure, enterprise cloud budgets continue to increase, with IT decision-makers reporting that 31% of their overall technology budget will go toward cloud computing and two-thirds expecting their cloud budget to increase in the next 12 months, according to the Foundry Cloud Computing Study 2023.

Strategy 140
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Activating Intent Data for Sales and Marketing

Sales and marketing leaders have reached a tipping point when it comes to using intent data — and they’re not looking back. More than half of all B2B marketers are already using intent data to increase sales, and Gartner predicts this figure will grow to 70 percent. The reason is clear: intent can provide you with massive amounts of data that reveal sales opportunities earlier than ever before.

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Real-Time Object Detection with SSDs: Single Shot MultiBox Detectors

Analytics Vidhya

Introduction In real-time object detection, the prevailing paradigm has traditionally embraced multi-step methodologies, encompassing the proposal of bounding boxes, pixel or feature resampling, and high-quality classifier applications. While this approach has achieved high accuracy, its computational demands have often hindered its suitability for real-time applications.

Analytics 318
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Is your data strategy ready for gen AI? LOB leaders may disagree

CIO Business Intelligence

Rapid advancements in artificial intelligence (AI), particularly generative AI are putting more pressure on analytics and IT leaders to get their houses in order when it comes to data strategy and data management. Line-of-business leaders are feeling the need to move on generative AI now and are asking their technical counterparts to step on the gas: 77% of business leaders fear they are already missing out on the benefits of gen AI and that percentage climbs to 88% among marketing leaders, acco

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5 Simple Steps Series: Master Python, SQL, Scikit-learn, PyTorch & Google Cloud

KDnuggets

Dive into KDnuggets Back to Basics: Getting Started in 5 Steps series to help you master Python, SQL, Scikit-learn, PyTorch, and Google Cloud Platform.

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Unleashing Generative AI in Data Analytics

Analytics Vidhya

Introduction Generative AI enhances data analytics by creating new data and simplifying tasks like coding and analysis. Large language models (LLMs) such as GPT-3.5 empower this by understanding and generating SQL, Python, text summarization, and visualizations from data. Yet, limitations persist, like handling short contexts and errors. Future improvements target specialized LLMs, multi-modal abilities, and […] The post Unleashing Generative AI in Data Analytics appeared first on Analytic

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SASE success: Avoid confusion and embrace a single-vendor solution

CIO Business Intelligence

In the recent Gartner® Hype Cycle TM for Zero Trust Networking, 2023 report , which evaluates the current status of 19 of “the most relevant and hyped” zero-trust technologies, the cybersecurity industry analysts made a somewhat startling pronouncement about secure access service edge (SASE). They wrote that “SASE is in the Trough of Disillusionment, due to exaggerated marketing by many technology vendors.

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Building Complex Systems Using ChatGPT

Analytics Vidhya

Introduction Artificial intelligence has evolved beyond expectations with LLMs like ChatGPT. GPT-4, an advanced language model, stands as the cornerstone of this technological evolution. In the age of AI-driven decision-making, understanding the contrasting realms of data and decision pipelines is fundamental. This article aims to shed light on the symbiotic relationship between technology, decision-making, and […] The post Building Complex Systems Using ChatGPT appeared first on Analytics

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Revolutionize QA: GAPs AI-Driven Accelerators for Smarter, Faster Testing

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.

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When least privilege is the most important thing

CIO Business Intelligence

In the ever-evolving realm of information security, the principle of Least Privilege stands out as the cornerstone of safeguarding sensitive data. However, this fundamental concept, emphasizing limited access to resources and information, has been progressively overlooked, placing our digital ecosystems at greater risk. First, let’s define our terms.

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SQL for Data Visualization: How to Prepare Data for Charts and Graphs

KDnuggets

Unlock the Power of SQL in Data Visualization: Master the Art of Preparing Data for Impactful Charts and Graphs.

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Rajeev Ronanki on making the leap to CEO

CIO Business Intelligence

CEOs increasingly depend on technology as a central means of staking competitive positions, and that shift has made CIOs increasingly well-suited for the job. To be sure, a small but growing group of CIOs have already made this jump. Consider Tim Buckley, at Vanguard; Tim Spence, at Fifth Third Bank; or Jason Buechel, at WholeFoods. Yet such transitions are still the exception rather than the norm.

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Building Data Pipelines to Create Apps with Large Language Models

KDnuggets

For production grade LLM apps, you need a robust data pipeline. This article talks about the different stages of building a Gen AI data pipeline and what is included in these stages.

Modeling 126
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Predicting the Future of Sales: How AI and Automation Will Revolutionize Strategies

In this exploration, we're diving into predictions about the future of sales. We're talking about a complete shake-up powered by automation and artificial intelligence (AI). These aren't just fancy tools — they're real game-changers. Automation and AI are here to redefine every interaction, making them smarter, faster, and more meaningful. From personalized customer journeys to streamlined sales processes, the goal is to make every moment count, enhancing both efficiency and connection.

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The history of Kubernetes

IBM Big Data Hub

When it comes to modern IT infrastructure, the role of Kubernetes —the open-source container orchestration platform that automates the deployment, management and scaling of containerized software applications (apps) and services—can’t be underestimated. According to a Cloud Native Computing Foundation (CNCF) report (link resides outside ibm.com), Kubernetes is the second largest open-source project in the world after Linux and the primary container orchestration tool for 71% of

Software 100
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An Honest Comparison of Open Source Vector Databases

KDnuggets

We will explore their use cases, key features, performance metrics, supported programming languages, and more to provide a comprehensive and unbiased overview of each database.

Metrics 110
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GoDaddy benchmarking results in up to 24% better price-performance for their Spark workloads with AWS Graviton2 on Amazon EMR Serverless

AWS Big Data

This is a guest post co-written with Mukul Sharma, Software Development Engineer, and Ozcan IIikhan, Director of Engineering from GoDaddy. GoDaddy empowers everyday entrepreneurs by providing all the help and tools to succeed online. With more than 22 million customers worldwide, GoDaddy is the place people come to name their ideas, build a professional website, attract customers, and manage their work.

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How to Take Back 40-60% of Your IT Spend by Fixing Your Data

Ontotext

Organizations that quickly adapt to changing market conditions have a competitive advantage over their peers. Achieving this advantage is dependent on their ability to capture, connect, integrate, and convert data into insight for business decisions and processes. This is the goal of a “data-driven” organization. However, in the race to become data-driven, most efforts have resulted in a tangled web of data integrations and reconciliations across a sea of data silos that add up to between 40% &#

IT 69
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Optimizing The Modern Developer Experience with Coder

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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How Can I Ensure My Citizen Data Scientists Succeed?

Smarten

Three Factors to Ensure Success of a Citizen Data Scientist Initiative! If your organization is starting a Citizen Data Scientist initiative, or if you have already implemented this type of initiative, you are probably wondering how to tell if your business users are successfully transitioning to the Citizen Data Scientist role, and whether there are lingering issues with user adoption of analytical tools and techniques.