Trending Articles

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A Comprehensive Guide to Pre-training LLMs

Analytics Vidhya

We’re already into the second month of 2025, and every passing day brings us closer to Artificial General Intelligence (AGI)AI that can tackle complex problems across multiple sectors at a human level. Take DeepSeek, for instance. Until recently, could you have imagined an organization before 2024 that could build a cutting-edge Generative AI model for […] The post A Comprehensive Guide to Pre-training LLMs appeared first on Analytics Vidhya.

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Parallelize NumPy Array Operations for Increased Speed

KDnuggets

Enhance the array operational process with methods you may not have previously known.

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Migrate from Standard brokers to Express brokers in Amazon MSK using Amazon MSK Replicator

AWS Big Data

Amazon Managed Streaming for Apache Kafka (Amazon MSK) now offers a new broker type called Express brokers. Its designed to deliver up to 3 times more throughput per broker, scale up to 20 times faster, and reduce recovery time by 90% compared to Standard brokers running Apache Kafka. Express brokers come preconfigured with Kafka best practices by default, support Kafka APIs, and provide the same low latency performance that Amazon MSK customers expect, so you can continue using existing client

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How AI Startups Can Invest in Carbon Reduction Strategies

Smart Data Collective

AI startups can become more sustainable by investing in carbon reduction strategies that benefit both business and the planet.

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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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7 Secrets of AI Success: Bridging Human Creativity and Technical Prowess

Dataiku

This article was written by Mark Palmer, host of Executive Programs for Dataiku. Mark is a data and AI industry analyst for Warburg Pincus and a board member for six AI, data management, and data science companies. Time Magazine named him A Tech Pioneer Who Will Change Your Life. Mark is a LinkedIn Top Voice in Data Analytics.

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How to Build an Anime Recommendation System with Hugging Face?

Analytics Vidhya

A few years ago, I fell into the world of anime from which Id never escape. As my watchlist was growing thinner and thinner, finding the next best anime became harder and harder. There are so many hidden gems out there, but how do I discover them? Thats when I thoughtwhy not let Machine Learning […] The post How to Build an Anime Recommendation System with Hugging Face?

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The Secret to Getting Better: Unlock Time, Results, and Balance

Paris Technologies

There is an Excel secret that reduces the chaos of version control, manual data entry, and repetitive tasks. Plus gives time back to focus on bigger goals.

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How Big Data Boosts Recognition of Remote Employees

Smart Data Collective

Big data is helping companies make sure their remote workers feel better recognized.

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Foundational blocks of Amazon SageMaker Unified Studio: An admin’s guide to implement unified access to all your data, analytics, and AI

AWS Big Data

Amazon SageMaker Unified Studio (preview) provides a unified experience for using data, analytics, and AI capabilities. You can use familiar AWS services for model development, generative AI, data processing, and analyticsall within a single, governed environment. Users can now build, deploy, and execute end-to-end workflows from a single interface.

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Enhancing Multimodal RAG with Deepseek Janus Pro

Analytics Vidhya

DeepSeek Janus Pro 1B, launched on January 27, 2025, is an advanced multimodal AI model built to process and generate images from textual prompts. With its ability to comprehend and create images based on text, this 1 billion parameter version (1B) delivers efficient performance for a wide range of applications, including text-to-image generation and image […] The post Enhancing Multimodal RAG with Deepseek Janus Pro appeared first on Analytics Vidhya.

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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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Top 5 Freelancer Websites Better Than Fiverr and Upwork

KDnuggets

Discover freelancing platforms that care about you, not just your money, offering low commission rate, better policies, and higher earning potential.

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Preparing for AI

O'Reilly on Data

Submit a proposal for a talk at our new virtual conference, Coding with AI: The End of Software Development as We Know It.Proposals must be submitted by March 5; the conference will take place April 24, 2025, from 11AM to 3PM EDT. When tools like GitHub Copilot first appeared, it was received wisdom that AI would make programming easier. It would be a boon to new programmers at the start of their careers, just learning a few new programming languages.

Software 218
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The Hidden Risks of Data-Driven Supply Chains

Smart Data Collective

More businesses are turning to big data to manage their supply chains, but this is creating many security risks as well.

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No Python, No SQL Templates, No YAML: Why Your Open Source Data Quality Tool Should Generate 80% Of Your Data Quality Tests Automatically

DataKitchen

No Python, No SQL Templates, No YAML: Why Your Open Source Data Quality Tool Should Generate 80% Of Your Data Quality Tests Automatically As a data engineer, ensuring data quality is both essential and overwhelming. The sheer volume of tables, the complexity of the data usage, and the volume of work make manual test writing an impossible task to get done.

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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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Veo 2 Brings AI-Generated Clips to YouTube Shorts

Analytics Vidhya

Google launched its impressive video generation model in December 2024 for select countries, and it truly made waves. The video quality and user-friendly platform set it apart from RunwayML and OpenAI Sora. Now, Google has taken it a step further by integrating Veo 2 into the Dream Screen feature on YouTube Shorts. This allows creators […] The post Veo 2 Brings AI-Generated Clips to YouTube Shorts appeared first on Analytics Vidhya.

Modeling 220
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5 LLM Prompting Techniques Every Developer Should Know

KDnuggets

Want to make the most out of large language models? Check out these prompting techniques you can start using today.

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Bridging the AI Learning Gap

O'Reilly on Data

When I started working on the new edition of Head First C# back in 2023, AI tools like ChatGPT and Copilot were already changing how developers write and learn code. It was clear that I needed to cover them. But that raised an interesting challenge: How do you teach new and intermediate developers to use AI effectively? Almost all of the material that I found was aimed at senior developerspeople who can recognize patterns in code, spot the subtle errors often found in AI-generated code, and refi

Testing 158
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A 5-point checklist before you select and implement an AI agent platform

CIO Business Intelligence

As a CIO, its likely that this year, your IT team is moving quickly from evaluating and deploying discrete third-party AI software packages, to integrating custom AI agents throughout your client-facing and internal business applications for even further automation and productivity. Theyre likely working with at least one AI agent builder platform and perhaps several others.

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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?

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Amazon Redshift Serverless adds higher base capacity of up to 1024 RPUs

AWS Big Data

In the rapidly evolving world of data and analytics, organizations are constantly seeking new ways to optimize their data infrastructure and unlock valuable insights. Amazon Redshift is changing the game for thousands of businesses every day by making analytics straightforward and more impactful. Fully managed, AI powered, and using parallel processing, Amazon Redshift helps companies uncover insights faster than ever.

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Machine Predictive Maintenance with MLOps – Deployed on AWS

Analytics Vidhya

Machines dont break down out of nowherethere are always signs. The problem? Humans arent always great at noticing them. Thats where Machine Predictive Maintenance comes in! This guide will take you through the exciting world of Machine Predictive Maintenance, using AWS and MLOps to ensure your equipment stays predictably reliable. Learning Objectives This article was […] The post Machine Predictive Maintenance with MLOps – Deployed on AWS appeared first on Analytics Vidhya.

Analytics 219
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Data Science Showdown: Which Tools Will Gain Ground in 2025

KDnuggets

An analysis and discussion of the data science tools expected to gain prominence throughout the present year, and why.

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Teaching Data in the Classroom with Interactive Storytelling

Juice Analytics

My first learning experience took place in a one-room schoolhouse, where my mother was the preschool teacher. The value of education was constantly hammered home at home. My mom went on to earn her Doctorate in Education, reinforcing the idea that learning is a lifelong pursuit. Ive always dreamed of seeing our work in data visualization play a role in reaching kids.

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8 Steps to Transformation at Speed & Scale – Your Guide to Deploying StratOps

📌Is your Data & AI transformation struggling to really impact the business? Discover the game-changing StratOps approach that: Bridges the Gap : Connect your Data & AI strategy to your operating model, to ensure alignment at every level. Prioritizes Outcomes : Focuses on concrete business outcomes from day one, rather than capabilities in isolation.

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How agentic AI can alleviate vulnerability risks for security operation

CIO Business Intelligence

Security and IT operations (SecOps) teams face serious fatigue dealing with rapidly evolving threats. Traditional vulnerability management requires too much manual investigation before finding a fix. SecOps teams can take weeks and even months to review documentation, make recommendations, and coordinate vulnerability patches. Thats a lot of time for an attacker to exploit vulnerabilities and potentially compromise your organizations systems and data.

Risk 118
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Why PIM is Essential for Managing Product Content at Scale

Jet Global

Outdated Systems Are Costing You Sales Managing product content with spreadsheets? Thats costing you sales. Heres how a PIM can change the game. Many manufacturers and distributors struggle with outdated, manual processes to manage product information across e-commerce channels. These inefficiencies lead to errors, slow updates, and lost sales opportunities.

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10 Amazing Video Generation Tools You Need to Check Out Today!

Analytics Vidhya

AI-driven video generation is evolving at an unprecedented pace, with new models pushing the boundaries of creativity and realism. Notably, Chinese AI models are now taking the lead, showcasing remarkable advancements in text-to-video and image-to-video generation. From Kling AIs high-quality, lip-synced videos to Pikadditions and advanced motion control in Pika 2.1, these models are redefining […] The post 10 Amazing Video Generation Tools You Need to Check Out Today!

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Creating a Useful Voice-Activated Fully Local RAG System

KDnuggets

This article will explore initiating the RAG system and making it fully voice-activated.

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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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How AI Thinks AI can Help SAP Customers Get More Value Out of Their Software

Timo Elliott

I asked ChatGPT to help me think through the big new AI opportunities to help SAP customers get more value out of their software, with key ingredients like faster knowledge, faster deployments, community, partner ecosystem, and AI for change management. Here’s the list it generated, and I’ve added my commentary under each — I’d be interested in your thoughts!

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Is VMware really becoming the new mainframe?

CIO Business Intelligence

In the wake of Broadcoms acquisition of VMware, many CIOs have considered whether to drop VMware from their IT portfolios. But because the popular virtualization platform can be too expensive and pervasive to replace even if they may want to, they may find themselves with a mainframe-type of dilemma. The comparison of VMware to mainframes started as a bit of a joke for Gartner vice president analyst Michael Warrilow but the analogy holds up, to a point, he says.

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The 2x CDO: Amplifying Impact Through AI Literacy Leadership

Dataiku

In my conversations with Chief Data Officers (CDOs) across industries, a pattern has emerged: Those who are value driven and systematically elevate organizational AI literacy consistently achieve outsized impact. Here, I refer to these leaders as the 2x CDO. Let's explore how CDOs can double their effectiveness by being value driven and making AI literacy a cornerstone of their strategy.

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6 Insights from OpenAI’s Prompting Guide for Reasoning Models

Analytics Vidhya

OpenAIs o1 and o3-mini are advanced reasoning models that differ from the base GPT-4 (often referred to as GPT-4o) in how they process prompts and produce answers. These models are designed to spend more time thinking through complex problems, mimicking a human’s analytical approach. To leverage these models effectively, it’s crucial to understand how to […] The post 6 Insights from OpenAI’s Prompting Guide for Reasoning Models appeared first on Analytics Vidhya.

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Marketing Operations in 2025: A New Framework for Success

Speaker: Mike Rizzo, Founder & CEO, MarketingOps.com and Darrell Alfonso, Director of Marketing Strategy and Operations, Indeed.com

Though rarely in the spotlight, marketing operations are the backbone of the efficiency, scalability, and alignment that define top-performing marketing teams. In this exclusive webinar led by industry visionaries Mike Rizzo and Darrell Alfonso, we’re giving marketing operations the recognition they deserve! We will dive into the 7 P Model —a powerful framework designed to assess and optimize your marketing operations function.