Sat.Jul 13, 2024 - Fri.Jul 19, 2024

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Beyond Imitation

O'Reilly on Data

The first AI image generation model I got to play around with was Midjourney v2 in summer 2022. A month earlier, OpenAI had launched DALL-E 2 in beta, and the results looked unbelievably magical. You could generate images in any art style simply by prompting an AI with the name of an artist. I didn’t go to art school, and I didn’t really know that much about art, so one of the first prompts I tried was “Super Mario drinking a glass of beer.

Modeling 260
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GenAI sticker shock sends CIOs in search of solutions

CIO Business Intelligence

The early bills for generative AI experimentation are coming in, and many CIOs are finding them more hefty than they’d like — some with only themselves to blame. “We’re getting back into this frenetic spend mode that we saw in the early days of cloud,” observed James Greenfield, vice president of AWS Commerce Platform, at the FinOps X conference in San Diego in June.

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What is Tensor: Key Concepts, Properties, and Uses in Machine Learning

Analytics Vidhya

Introduction Assume you are engaged in a challenging project, like simulating real-world phenomena or developing an advanced neural network to forecast weather patterns. Tensors are complex mathematical entities that operate behind the scenes and power these sophisticated computations. Tensors efficiently handle multi-dimensional data, making such innovative projects possible.

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Landing a Data Engineer Role: Free Courses and Certifications

KDnuggets

Is it possible to learn data engineering for free? I claim it is and present the evidence for that in the form of 10 free data engineering courses.

IT 152
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State of AI in Sales & Marketing 2025

AI adoption is reshaping sales and marketing. But is it delivering real results? We surveyed 1,000+ GTM professionals to find out. The data is clear: AI users report 47% higher productivity and an average of 12 hours saved per week. But leaders say mainstream AI tools still fall short on accuracy and business impact. Download the full report today to see how AI is being used — and where go-to-market professionals think there are gaps and opportunities.

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Migrate from Apache Solr to OpenSearch

AWS Big Data

OpenSearch is an open source, distributed search engine suitable for a wide array of use-cases such as ecommerce search, enterprise search (content management search, document search, knowledge management search, and so on), site search, application search, and semantic search. It’s also an analytics suite that you can use to perform interactive log analytics, real-time application monitoring, security analytics and more.

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What’s the Value of Mobile Business Intelligence (BI)?

Smarten

Mobile Business Intelligence (BI) IS Important to Your Team and Business Results! Why Mobile Business intelligence? Well, there are a lot of reasons: Expand (or establish) data access to business users Provide tools for use, no matter where the user may be (office, home, airport, client office, supplier location, etc.) Ensure that the business makes fact-based decisions Allow team members to transition to Citizen Data Scientists by providing analytical tools in an intuitive, easy-to-use environm

More Trending

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Unlocking the Power of Data Products with Denodo Platform 9’s Data Preparation Wizard

Data Virtualization

Reading Time: 2 minutes Organizations are always on the lookout for ways to make better use of their data. Enter data products—these curated, reusable data assets are designed to meet specific business needs, and they’ve now become essential tools. With Denodo Platform 9, the. The post Unlocking the Power of Data Products with Denodo Platform 9’s Data Preparation Wizard appeared first on Data Management Blog - Data Integration and Modern Data Management Articles, Analysis and Information.

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Deploying Ontotext GraphDB on Azure

Ontotext

Our blog post GraphDB Cluster Deployment Strategies explained how to deploy a high-availability GraphDB cluster. This can be done both on-premises and in the cloud. Ontotext collaborates with major cloud providers, Azure and AWS, to offer the GraphDB high-availability cluster either as a managed service in Ontotext’s account or in the customer’s account.

Testing 59
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Learn about Dataland to avoid expensive hiring mistakes

Data Science and Beyond

Video and key points from the first part of a webinar on a startup’s first data hire, covering data & AI definitions and high-level recommendations.

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Top 18 Companies Hiring Data Professionals through Hackathons

Analytics Vidhya

Introduction Forget endless resumes and interviews! Hackathons are now the new way for companies to find the best data professionals. These intense coding competitions bring together talented folks to tackle tricky problems. It’s a chance to show off your skills and think outside the box under friendly pressure. But it’s not just about bragging rights. […] The post Top 18 Companies Hiring Data Professionals through Hackathons appeared first on Analytics Vidhya.

Analytics 364
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How to Achieve High-Accuracy Results When Using LLMs

Speaker: Ben Epstein, Stealth Founder & CTO | Tony Karrer, Founder & CTO, Aggregage

When tasked with building a fundamentally new product line with deeper insights than previously achievable for a high-value client, Ben Epstein and his team faced a significant challenge: how to harness LLMs to produce consistent, high-accuracy outputs at scale. In this new session, Ben will share how he and his team engineered a system (based on proven software engineering approaches) that employs reproducible test variations (via temperature 0 and fixed seeds), and enables non-LLM evaluation m

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How ChatGPT is Changing the Face of Programming

KDnuggets

Empowering Developers and Transforming Programming Practices

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CIOs are stretched more than ever before — and that’s a good thing

CIO Business Intelligence

The CIO role is in a constant state of flux. What was a thorough set of roles and responsibilities a few years ago is far from adequate today, so the operationally focused CIO of the last decade isn’t the digital leader of the future, says Omer Grossman, global CIO at technology specialist CyberArk. “Some CIOs just try and keep the lights on,” he says.

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How Volkswagen streamlined access to data across multiple data lakes using Amazon DataZone – Part 1

AWS Big Data

Over the years, organizations have invested in creating purpose-built, cloud-based data lakes that are siloed from one another. A major challenge is enabling cross-organization discovery and access to data across these multiple data lakes, each built on different technology stacks. A data mesh addresses these issues with four principles: domain-oriented decentralized data ownership and architecture, treating data as a product, providing self-serve data infrastructure as a platform, and implement

Data Lake 130
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Implementing the Tree of Thoughts Method in AI

Analytics Vidhya

Introduction Imagine you’re standing at the edge of a dense forest, each path leading in a different direction, and your goal is to find the most promising route to a hidden treasure. This scenario mirrors the fascinating approach of Tree of Thoughts in AI prompt engineering. Just like you’d weigh various trails, the Tree of […] The post Implementing the Tree of Thoughts Method in AI appeared first on Analytics Vidhya.

Analytics 363
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Zero Trust Mandate: The Realities, Requirements and Roadmap

The DHS compliance audit clock is ticking on Zero Trust. Government agencies can no longer ignore or delay their Zero Trust initiatives. During this virtual panel discussion—featuring Kelly Fuller Gordon, Founder and CEO of RisX, Chris Wild, Zero Trust subject matter expert at Zermount, Inc., and Principal of Cybersecurity Practice at Eliassen Group, Trey Gannon—you’ll gain a detailed understanding of the Federal Zero Trust mandate, its requirements, milestones, and deadlines.

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7 Ways to Improve Your Machine Learning Models

KDnuggets

Tips and tricks on improving machine learning model performance on diverse and unseen datasets.

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The CIO role today: Change agents need only apply

CIO Business Intelligence

If you’re not yet an agent of change at your organization, your career as CIO may be at risk of falling behind. That’s because the majority of CIOs now see themselves as innovators and champions of change rather than technologists, according to a recent survey of people holding the job. While the drumbeat for CIOs to be strategic thinkers has been building for some time, the survey , conducted by Deloitte in February and released in June, marks a watershed moment of sorts: About 54% of CIOs now

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How Zurich Insurance Group built a log management solution on AWS

AWS Big Data

This post is written in collaboration with Clarisa Tavolieri, Austin Rappeport and Samantha Gignac from Zurich Insurance Group. The growth in volume and number of logging sources has been increasing exponentially over the last few years, and will continue to increase in the coming years. As a result, customers across all industries are facing multiple challenges such as: Balancing storage costs against meeting long-term log retention requirements Bandwidth issues when moving logs between the clo

Insurance 130
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7 Coding Tasks ChatGPT Can’t Do

Analytics Vidhya

Introduction ChatGPT may be the rising star in the coding world, but even this AI whiz has its limits. While it can churn out impressive code at lightning speed, there are still programming challenges that leave it stumped. Curious about what makes this digital brainiac break a sweat? We’ve compiled a list of 7 coding […] The post 7 Coding Tasks ChatGPT Can’t Do appeared first on Analytics Vidhya.

Analytics 348
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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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The Role of AI in Digital Marketing

KDnuggets

Artificial intelligence (AI) has revolutionized numerous sectors, including digital marketing. This field leverages online platforms to promote products and services.

Marketing 141
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SAP security holes raise questions about the rush to AI

CIO Business Intelligence

Cloud security firm Wiz has probed SAP defenses as part of its tenant isolation research on AI service providers, and on Wednesday published a lengthy list of shortcomings. SAP says that they fixed all of the problems before Wiz published. Most deal with either a lack of meaningful segmentation or network components trusting other components without any authentication — a violation of the basic tenet of Zero Trust.

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Construction Companies Turn to AI for Scalability

Smart Data Collective

More construction companies are using AI technology to improve their business models.

Modeling 118
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Top 10 Data Science Alternative Career Paths

Analytics Vidhya

Introduction Data science’s abilities are so versatile that they open up various job alternatives. Quite independently of whether your focus is on business analysis, product management, or ethical issues, there is always a job that one would be eager to do and can do well. Thus, in the rapidly developing field of data science, such […] The post Top 10 Data Science Alternative Career Paths appeared first on Analytics Vidhya.

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The GTM Intelligence Era: ZoomInfo 2025 Customer Impact Report

ZoomInfo customers aren’t just selling — they’re winning. Revenue teams using our Go-To-Market Intelligence platform grew pipeline by 32%, increased deal sizes by 40%, and booked 55% more meetings. Download this report to see what 11,000+ customers say about our Go-To-Market Intelligence platform and how it impacts their bottom line. The data speaks for itself!

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Machine Learning Made Simple for Data Analysts with BigQuery ML

KDnuggets

Thanks to tools like BigQuery ML, you can harness the power of ML without needing a computer science degree. Let's explore how to get started.

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Microsoft Recall: Everything IT can get wrong about AI in a single feature

CIO Business Intelligence

AI is the new “Digital.” That is, vendors are slapping the AI label on their wares regardless of whether their wares’ capabilities warrant it, aided and abetted by the complete and utter lack of a reliable definition of AI. It’s just as they did with “Digital” a few years back. But sometimes a product deserves the AI label. That makes its description accurate, which is quite a different matter from it being a good idea.

IT 126
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Migrate data from an on-premises Hadoop environment to Amazon S3 using S3DistCp with AWS Direct Connect

AWS Big Data

This post demonstrates how to migrate nearly any amount of data from an on-premises Apache Hadoop environment to Amazon Simple Storage Service (Amazon S3) by using S3DistCp on Amazon EMR with AWS Direct Connect. To transfer resources from a target EMR cluster, the traditional Hadoop DistCp must be run on the source cluster to move data from one cluster to another, which invokes a MapReduce job on the source cluster and can consume a lot of cluster resources (depending on the data volume).

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Optimizing AI Performance: A Guide to Efficient LLM Deployment

Analytics Vidhya

Introduction In an era where artificial intelligence is reshaping industries, controlling the power of Large Language Models (LLMs) has become crucial for innovation and efficiency. Imagine a world where customer service chatbots not only understand but anticipate your needs, or where complex data analysis tools provide insights instantaneously. To unlock such potential, businesses must master […] The post Optimizing AI Performance: A Guide to Efficient LLM Deployment appeared first on Ana

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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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Describing Data: A Statology Primer

KDnuggets

This collection of tutorials on describing data comes from our sister site Statology.

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As mainframe application development grows, so does the security risk

CIO Business Intelligence

Mainframe systems process a vast amount of vital transactions daily—that includes everything from the swipe of a credit card at the grocery store to purchasing an airline ticket online or accessing sensitive healthcare information. A Rocket Software survey found that over half (51%) of IT leaders rely on mainframe systems to handle all, or nearly all, core business applications.

Risk 124
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Building a scalable streaming data platform that enables real-time and batch analytics of electric vehicles on AWS

AWS Big Data

The automobile industry has undergone a remarkable transformation because of the increasing adoption of electric vehicles (EVs). EVs, known for their sustainability and eco-friendliness, are paving the way for a new era in transportation. As environmental concerns and the push for greener technologies have gained momentum, the adoption of EVs has surged, promising to reshape our mobility landscape.

Analytics 115
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Evaluating GPT-4o mini: How OpenAI’s Latest Model Stacks Up?

Analytics Vidhya

Introduction OpenAI launched GPT-4o mini yesterday (18th June 2024), taking the world by storm. There are several reasons for this. OpenAI has traditionally focused on large language models (LLMs), which take a lot of computing power and have significant costs associated with using them. However, with this release, they are officially venturing into small language […] The post Evaluating GPT-4o mini: How OpenAI’s Latest Model Stacks Up?

Modeling 328
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15 Modern Use Cases for Enterprise Business Intelligence

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?