Analytics Vidhya

FEBRUARY 12, 2025

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.

Modeling 280

Modeling Analytics 280

Smart Data Collective

FEBRUARY 12, 2025

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

Big Data 66

Big Data Data-driven 66

O'Reilly on Data

FEBRUARY 11, 2025

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.

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KDnuggets

FEBRUARY 11, 2025

In this article, I will introduce you to 10 little-known Python libraries every data scientist should know.

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Advertiser: ZoomInfo

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.

Sales

AWS Big Data

FEBRUARY 13, 2025

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

Metrics 66

Metrics Metadata Strategy Management 66

Analytics Vidhya

FEBRUARY 14, 2025

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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Machine Learning Analytics 212

KDnuggets

FEBRUARY 12, 2025

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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Depict Data Studio

FEBRUARY 14, 2025

Behind-the-scenes Excel workarounds to label your x-axis juuust right.

Visualization 52

Visualization 52

Analytics Vidhya

FEBRUARY 8, 2025

The AI race has been dominated by the US and China, with models like OpenAIs o3-mini and DeepSeeks R1 leading in reasoning and multilingual capabilities. Now, India is stepping up with SUTRA-R0, a reasoning model developed by TWO AI. This model is not just making its mark; it is actively challenging global AI powerhouses. SUTRA-R0 […] The post SUTRA-R0: India’s Leap into Advanced AI Reasoning appeared first on Analytics Vidhya.

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Modeling Analytics IT 192

Wayne Yaddow

FEBRUARY 11, 2025

Managing tests of complex data transformations when automated data testing tools lack important features? Photo by Marvin Meyer on Unsplash Introduction Data transformations are at the core of modern business intelligence, blending and converting disparate datasets into coherent, reliable outputs. While many tools exist for basic data validationssuch as null checks, referential integrity, and common schema compliancemany advanced or domain-specific transformation scenarios remain insufficiently

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Testing Data Transformation Data Quality Statistics 52

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

Testing

KDnuggets

FEBRUARY 12, 2025

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

Modeling 127

Modeling 127

Paris Technologies

FEBRUARY 10, 2025

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.

Business Analytics 52

Business Analytics Software Modeling Management 52

Analytics Vidhya

FEBRUARY 14, 2025

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.

Modeling 125

Modeling Analytics IT 125

AWS Big Data

FEBRUARY 13, 2025

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.

Data Analytics 72

Data Analytics Analytics Modeling Management 72

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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.

Strategy

KDnuggets

FEBRUARY 13, 2025

Here's how Dask applies the building blocks of sklearn to bring ML modeling workflows to the next level of scalability via high-performance parallel computing

Modeling 113

Modeling 113

O'Reilly on Data

FEBRUARY 13, 2025

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

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Testing Experimentation Data Processing Interactive 174

Analytics Vidhya

FEBRUARY 9, 2025

Every time I surf the internet, I come across a new mind-blowing advancement in AI. The times were living in feels straight out of a sci-fi movie! So, whats on the table today? Well, in a recent interview, NVIDIA CEO Jensen Huang shared his bold vision for the future of computing, robotics, and AI. His […] The post 8 Future Predictions from Jensen Huang that Sound Like Sci-Fi appeared first on Analytics Vidhya.

Analytics 300

Analytics 300

CIO Business Intelligence

FEBRUARY 10, 2025

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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Testing Interactive IT Modeling 132

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Testing

KDnuggets

FEBRUARY 10, 2025

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

Data Science 105

Data Science 105

AWS Big Data

FEBRUARY 10, 2025

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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Data Warehouse Cost-Benefit Data Lake Optimization 99

Analytics Vidhya

FEBRUARY 13, 2025

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.

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Analytics Machine Learning 248

CIO Business Intelligence

FEBRUARY 14, 2025

When you lead a team, your people will turn to you to make the final call on a huge number of decisions. People admire a leader who is decisive. But decisiveness is challenging to master. You have to live with the decisions you make. And history is rich with tales of hubristic leaders who were willing to make tough decisions boldly ignoring naysayers and ultimately leading their crew into crushing disasters.

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Strategy Measurement IT Consulting 120

Advertiser: ZoomInfo

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!

Reporting

KDnuggets

FEBRUARY 11, 2025

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

IT 105

IT 105

Dataiku

FEBRUARY 14, 2025

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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Data-driven Strategy 75

Analytics Vidhya

FEBRUARY 14, 2025

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.

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Modeling Analytics IT 220

CIO Business Intelligence

FEBRUARY 11, 2025

If youre like most CIOs, youre under pressure to introduce exciting new technological capabilities to the enterprise at large, promoting visions of digital transformation, generative AI, AGI, AI transformation, agentic AI, or some other version of being an FBC CIO thats Fully Buzzword Compliant for those who havent joined the AFC (Acronymic Fan Club).

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IT Digital Transformation Dashboards Metrics 119

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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.

Optimization

KDnuggets

FEBRUARY 10, 2025

Learn the easiest way to use a state-of-the-art Google experimental model locally.

Experimentation 101

Experimentation Modeling 101

Jet Global

FEBRUARY 14, 2025

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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Management Manufacturing Sales Modeling 52

Analytics Vidhya

FEBRUARY 11, 2025

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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Modeling Analytics 215

CIO Business Intelligence

FEBRUARY 10, 2025

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.

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Risk Business Services Risk Management Machine Learning 118

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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