Sat.Jan 18, 2025 - Fri.Jan 24, 2025

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Data Science Salaries & Job Market Analysis: From 2024 to 2025

Flipboard

Data science is still among the best careers to choose from in terms of compensation, with data scientists earning higher than the average salary. Lets see what data professionals stand to earn in 2025.

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When A.I. Passes This Test, Look Out

Flipboard

If youre looking for a new reason to be nervous about artificial intelligence, try this: Some of the smartest humans in the world are struggling to create tests that A.I. systems cant pass. For years, A.I. systems were measured by giving new models a variety of standardized benchmark tests.

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Quantum vs. AI: Which tech stocks are winning the investment race?

Dataconomy

Quantum computing has gained significant attention on Wall Street following Alphabet’s (GOOG 1.62%) (GOOGL 1.60%) announcement of a milestone with its new quantum chip, Willow. Alphabet stated that Willow can exponentially reduce errors as it scales up, completing a standard benchmark computation in five minutesan operation that would take one of the fastest supercomputers today 10 septillion years.

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Stop! Do This Before Applying for Jobs

KDnuggets

Learn these 3 simple (but lengthy) steps that you need to take before applying for jobs.

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What’s New in Apache Airflow® 3.0—And How Will It Reshape Your Data Workflows?

Speaker: Tamara Fingerlin, Developer Advocate

Apache Airflow® 3.0, the most anticipated Airflow release yet, officially launched this April. As the de facto standard for data orchestration, Airflow is trusted by over 77,000 organizations to power everything from advanced analytics to production AI and MLOps. With the 3.0 release, the top-requested features from the community were delivered, including a revamped UI for easier navigation, stronger security, and greater flexibility to run tasks anywhere at any time.

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CEOs Seek to Recalculate AI Journey amid Backlash, Study Finds

insideBIGDATA

Global management consulting partnership Kearney, and Futurum, a research, intelligence and advisory firm, today jointly announced the release of the 2025 CEO AI Management study.The study examined leaderships stance and status of organizational AI adoption, implementation and roadmaps revealing alarming backlash effects that CEOs may already experience.

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YOU SEE AN LLM HERE: Integrating Language Models Into Your Text Adventure Games

Machine Learning Mastery

Introduction Text-based adventure games have a timeless appeal. They allow players to imagine entire worlds, from shadowy dungeons and towering castles to futuristic spacecraft and mystic realms, all through the power of language.

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More Trending

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MasterCard DNS Error Went Unnoticed for Years

Hacker News

The payment card giant MasterCard just fixed a glaring error in its domain name server settings that could have allowed anyone to intercept or divert Internet traffic for the company by registering an unused domain name. The misconfiguration persisted for nearly five years until a security researcher spent $300 to register the domain and prevent it from being grabbed by cybercriminals.

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$200M HPC Data Center for AI in Wisconsin Launched by DPO and Billerud

insideBIGDATA

NEW YORK,Jan. 23, 2025 — Digital Power Optimization, Inc. (“DPO”), a developer and operator of power-dense data centers, today announced it has secured land and a power supply to develop a $200 millionhigh-performance computing facility inWisconsin Rapids, WI. This project will enable up to 20 megawatts of AI computing.

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HPE data breach could be a nightmare for its customers

Dataconomy

The hacker known as IntelBroker has claimed responsibility for breaching Hewlett Packard Enterprise (HPE), exposing sensitive data, including source code, certificates, and personally identifiable information (PII), now available for sale online. This incident was revealed in a conversation with Hackread.com and later announced on Breach Forums, a cybercrime forum the hacker administers.

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Mark Zuckerberg Announces $65 Billion AI Investment for 2025

Analytics Vidhya

Meta Platforms, led by CEO Mark Zuckerberg, is making a bold move to lead in the AI Space. The company plans to invest up to $65 billion in AI infrastructure and development in 2025. This investment will include: Building the Future: A Manhattan-Sized Data Center One of Meta’s most ambitious plans is the construction of […] The post Mark Zuckerberg Announces $65 Billion AI Investment for 2025 appeared first on Analytics Vidhya.

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Agent Tooling: Connecting AI to Your Tools, Systems & Data

Speaker: Alex Salazar, CEO & Co-Founder @ Arcade | Nate Barbettini, Founding Engineer @ Arcade | Tony Karrer, Founder & CTO @ Aggregage

There’s a lot of noise surrounding the ability of AI agents to connect to your tools, systems and data. But building an AI application into a reliable, secure workflow agent isn’t as simple as plugging in an API. As an engineering leader, it can be challenging to make sense of this evolving landscape, but agent tooling provides such high value that it’s critical we figure out how to move forward.

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Master Vector Embeddings with Weaviate – A Comprehensive Series for You!

Data Science Dojo

While today’s world is increasingly driven by artificial intelligence (AI) and large language models (LLMs), understanding the magic behind them is crucial for your success. To get you started, Data Science Dojo and Weaviate have teamed up to bring you an exciting webinar series: Master Vector Embeddings with Weaviate. We have carefully curated the series to empower AI enthusiasts, data scientists, and industry professionals with a deep understanding of vector embeddings.

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Camunda: 82% Fear ‘Automatio Armageddon’

insideBIGDATA

BERLIN/SAN FRANCISCO January 22, 2025 Camunda, the leader in process orchestration and automation, today released its2025 State of Process Orchestration and Automation Report, revealing 82 percent of organizations fear digital chaos due to increasingly complex, interconnected, and automated processes.

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Sam Altman to brief officials on “PhD-level” super AI

Dataconomy

Sam Altman, CEO of OpenAI, is scheduled to meet with U.S. government officials on January 30, 2025, to discuss advancements in artificial intelligence, specifically the unveiling of “PhD-level” super AI agents capable of complex human tasks. Sam Altman to discuss super AI agents with U.S. officials Recent reports from Axios indicate a growing enthusiasm and concern among OpenAI staff regarding breakthroughs in agentic AI, which focuses on specialized, task-specific AI agents.

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Stargate: The $500 Billion AI Megaproject Backed by OpenAI, SoftBank, Nvidia & Oracle

Analytics Vidhya

The announcement ofStargate, a $500 billion AI infrastructure project backed by tech giants like OpenAI, SoftBank, Oracle, and Nvidia, has sent shockwaves through the golbal AI landscape. Spearheaded by a coalition of industry leaders and supported by the U.S. government, Stargate aims to position the United States as the undisputed leader in artificial intelligence.

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How to Modernize Manufacturing Without Losing Control

Speaker: Andrew Skoog, Founder of MachinistX & President of Hexis Representatives

Manufacturing is evolving, and the right technology can empower—not replace—your workforce. Smart automation and AI-driven software are revolutionizing decision-making, optimizing processes, and improving efficiency. But how do you implement these tools with confidence and ensure they complement human expertise rather than override it? Join industry expert Andrew Skoog as he explores how manufacturers can leverage automation to enhance operations, streamline workflows, and make smarter, data-dri

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Secure a generative AI assistant with OWASP Top 10 mitigation

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A common use case with generative AI that we usually see customers evaluate for a production use case is a generative AI-powered assistant. However, before it can be deployed, there is the typical production readiness assessment that includes concerns such as understanding the security posture, monitoring and logging, cost tracking, resilience, and more.

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A Guide to Deploying Machine Learning Models to Production

KDnuggets

Lets learn how to move your model from development into production.

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This Pixel update takes theft protection to the next level

Dataconomy

Google has introduced a new security feature called Identity Check for supported Android devices, designed to lock sensitive settings behind biometric authentication when users are outside of trusted locations. Google introduces identity check to enhance Android security When activated, Identity Check mandates explicit biometric authentication for specific actions when the device is not in an approved area.

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Enhancing Sentiment Analysis with ModernBERT

Analytics Vidhya

Since its introduction in 2018, BERT has transformed Natural Language Processing. It performs well in tasks like sentiment analysis, question answering, and language inference. Using bidirectional training and transformer-based self-attention, BERT introduced a new way to understand relationships between words in text. However, despite its success, BERT has limitations.

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Automation, Evolved: Your New Playbook for Smarter Knowledge Work

Speaker: Frank Taliano

Documents are the backbone of enterprise operations, but they are also a common source of inefficiency. From buried insights to manual handoffs, document-based workflows can quietly stall decision-making and drain resources. For large, complex organizations, legacy systems and siloed processes create friction that AI is uniquely positioned to resolve.

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OpenSearch Vector Engine is now disk-optimized for low cost, accurate vector search

Flipboard

OpenSearch Vector Engine can now run vector search at a third of the cost on OpenSearch 2.17+ domains. You can now configure k-NN (vector) indexes to run on disk mode, optimizing it for memory-constrained environments, and enable low-cost, accurate vector search that responds in low hundreds of milliseconds. Disk mode provides an economical alternative to memory mode when you dont need near single-digit latency.

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Understanding RAG Part IV: RAGAs & Other Evaluation Frameworks

Machine Learning Mastery

Be sure to check out the previous articles in this series: Understanding RAG Part I: Why It’s Needed Understanding RAG Part II: How Classic RAG Works Understanding RAG Part III: Fusion Retrieval and Reranking Retrieval augmented generation (RAG) has played a pivotal role in expanding the limits and overcoming many limitations of standalone large language […]

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Hackers had 7 months to exploit this Windows 11 flaw: Update now

Dataconomy

Microsoft has patched a significant security vulnerability that left Windows 11 vulnerable to malware attacks for over seven months. Users are strongly urged to apply the update immediately to secure their systems. Microsoft patches critical Windows 11 vulnerability after seven months The vulnerability, identified as CVE-2024-7344, allowed malicious actors to install harmful code on devices, bypassing many built-in security protections in Windows 11.

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Jina Embeddings v2: Handling Long Documents Made Easy

Analytics Vidhya

Current text embedding models, like BERT, are limited to processing only 512 tokens at a time, which hinders their effectiveness with long documents. This limitation often results in loss of context and nuanced understanding. However, Jina Embeddings v2 addresses this issue by supporting sequences upto 8192 tokens, allowing for the preservation of context and enhancing […] The post Jina Embeddings v2: Handling Long Documents Made Easy appeared first on Analytics Vidhya.

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The 2nd Generation of Innovation Management: A Survival Guide

Speaker: Chris Townsend, VP of Product Marketing, Wellspring

Over the past decade, companies have embraced innovation with enthusiasm—Chief Innovation Officers have been hired, and in-house incubators, accelerators, and co-creation labs have been launched. CEOs have spoken with passion about “making everyone an innovator” and the need “to disrupt our own business.” But after years of experimentation, senior leaders are asking: Is this still just an experiment, or are we in it for the long haul?

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3 Easy Ways to Fine-Tune Language Models

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Language models have quickly become cornerstones of many business applications in recent years. Their usefulness has been proven by many people who interact with them daily. As language models continue to find their place in people’s lives, the community has made many breakthroughs to improve models’ capabilities, primarily through fine-tuning.

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Future-Proof Your Machine Learning Career in 2025

Machine Learning Mastery

Machine learning continues to provide benefits of all sorts that have become integrated within society, meaning that a career in machine learning will only become more important with time.

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Ransomware attacks: Prevention and recovery

Dataconomy

The number of ransomware attacks on businesses is increasing every year. Companies of all sizes are susceptible to these cyber crimes because they dont take proper protection measures. Once the attack occurs, and the data is exposed, businesses face significant financial and reputational consequences. The main cause of successful ransomware attacks on organizations is existing vulnerabilities.

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ChatGPT Operator & Tasks – Is This the End of Agentic Platforms?

Analytics Vidhya

We now live in a world where we can send emails, set reminders, book flight tickets, and do a lot more through simple text prompts. With AI chatbot genies trained to believe Your prompt is my command, all you have to do is type out your wish. And voila! The agent will get it done […] The post ChatGPT Operator & Tasks – Is This the End of Agentic Platforms?

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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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Mapping Cells Through Time and Space With Moscot

Machine Learning Research at Apple

Single-cell genomics technologies enable multimodal profiling of millions of cells across temporal and spatial dimensions. Experimental limitations prevent the measurement of all-encompassing cellular states in their native temporal dynamics or spatial tissue niche. Optimal transport theory has emerged as a powerful tool to overcome such constraints, enabling the recovery of the original cellular context.

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How to Use groupby for Advanced Data Grouping and Aggregation in Pandas

KDnuggets

Learn how to perform advance grouping and aggregation in Pandas.

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Code review for healthcare applications: Ensuring patient data security and system reliability

Dataconomy

The healthcare industry prioritizes software code quality and security. Code reviews are critical for finding vulnerabilities, enhancing maintainability, and fostering collaboration within development teams. Using healthcare-specific source code review services can assist in dealing with the industry’s unique challenges. These services offer experience in areas such as integrating with electronic health record (EHR) systems, assuring data interoperability, and optimizing system performance

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Unlocking RAG’s Potential with ModernBERT

Analytics Vidhya

ModernBERT is an advanced iteration of the original BERT model, meticulously crafted to elevate performance and efficiency in natural language processing (NLP) tasks. For developers, working in machine learning, this model introduces a host of modern architectural enhancements and innovative training techniques that significantly broaden its applicability.

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Apache Airflow® Best Practices: DAG Writing

Speaker: Tamara Fingerlin, Developer Advocate

In this new webinar, Tamara Fingerlin, Developer Advocate, will walk you through many Airflow best practices and advanced features that can help you make your pipelines more manageable, adaptive, and robust. She'll focus on how to write best-in-class Airflow DAGs using the latest Airflow features like dynamic task mapping and data-driven scheduling!