Thu.Nov 02, 2023

article thumbnail

Revolutionizing Biological Molecule Predictions With DeepMindā€™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 306
article thumbnail

Your biggest barriers to digital transformation arenā€™t technicalā€¦theyā€™re cultural

CIO Business Intelligence

As an infrastructure and security practitioner with nearly 30 years of experience, Iā€™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 ā€œplumbingā€ that ensures organizations remain connected through traditional networking and security practices.

Insiders

Sign Up for our Newsletter

This site is protected by reCAPTCHA and the Google Privacy Policy and Terms of Service apply.

Trending Sources

article thumbnail

Implementing Fraud Transaction Detection Using MLOPs

Analytics Vidhya

Introduction In todayā€™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 306
article thumbnail

CIOs sharpen cloud cost strategies ā€” 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
article thumbnail

How To Get Promoted In Product Management

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.

article thumbnail

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 306
article thumbnail

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

CIO Business Intelligence

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

More Trending

article thumbnail

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.

article thumbnail

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

article thumbnail

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 119
article thumbnail

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

article thumbnail

Navigating the Future: Generative AI, Application Analytics, and Data

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?

article thumbnail

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.

article thumbnail

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.

article thumbnail

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 102
article thumbnail

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 ā€œdata-drivenā€ 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
article thumbnail

Get Better Network Graphs & Save Analysts Time

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.

article thumbnail

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.

article thumbnail

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.

article thumbnail

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, letā€™s define our terms.

article thumbnail

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 112
article thumbnail

How Embedded Analytics Gets You to Market Faster with a SAAS Offering

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.

article thumbnail

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