Wed.Jan 08, 2025

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How to Use dataframe.map() for Element-wise Operations in Pandas

KDnuggets

Element-wise operations are a crucial part of data preprocessing in Pandas. Learn how to perform them with practical examples using the DataFrame.map() function.

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F1 Score: A Key Metric in LLM Evaluation

Data Science Dojo

Evaluating the performance of Large Language Models (LLMs) is an important and necessary step in refining it. LLMs are used in solving many different problems ranging from text classification and information extraction. Choosing the correct metrics to measure the performance of an LLM can greatly increase the effectiveness of the model. In this blog, we will explore one such crucial metric the F1 score.

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5 Common Mistakes to Avoid When Training LLMs

Machine Learning Mastery

Introduction Training large language models (LLMs) is an involved process that requires planning, computational resources, and domain expertise. Data scientists, machine learning practitioners, and AI engineers alike can fall into common training or fine-tuning patterns that could compromise a model’s performance or scalability.

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Elon Musk agrees that we’ve exhausted AI training data

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Elon Musk concurs with other AI experts that theres little real-world data left to train AI models on. Weve now exhausted basically the cumulative sum of human knowledge .

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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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The Comet is a handheld Linux computer that brings extensibility

Hacker News

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Anthropic’s Pending $60 Billion Valuation Will Make All Seven Cofounders Billionaires

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The AI startup behind Claude, the rival product to OpenAIs ChatGPT, is raising $2 billion in fresh funding, sources confirmed to Forbes. As Anthropics valuation soars to $60 billion, the AI startup is set to mint seven new billionaires among its founding team, Forbes has determined.

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More Trending

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What’s next for AI in 2025

Flipboard

You already know that agents and small language models are the next big things. Here are five other hot trends you should watch out for this year.

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Bye-bye Windows gaming? SteamOS officially expands past the Steam Deck

Hacker News

Legion Go S is cheaper without Windows; upcoming OS beta will allow for personal installs.

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CEO Who Bragged About Replacing Workers With AI Now Distressed That AI Will Replace His Job Too

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"To me AI is capable of doing all our jobs, my own included.

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On Priesthoods

Hacker News

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Apache Airflow®: The Ultimate Guide to 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!

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7 Data Science Projects to Land a 6 Figure Job

KDnuggets

In this article, Im going to share data science project ideas that will actually help you stand out. These are creative projects that solve problems with data, and Ive included source code and tutorials to help you replicate them.

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NeuralSVG: An Implicit Representation for Text-to-Vector Generation

Hacker News

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How I program with LLMs

Flipboard

Generative models can be powerfully usefulif you're willing to adapt your approach.

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LA wildfires force thousands to evacuate, NASA JPL closed

Hacker News

Fire crews battle to keep people, homes, science safe

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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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OpenAI's Sam Altman sued by sister, alleging years of sexual abuse

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Sam Altman, along with his parents and brothers, vehemently deny the claims by Ann Altman. OpenAI CEO Sam Altman was served with a lawsuit this week from his sister, Ann Altman, alleging he sexually abused her beginning when she was 3.

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The Erasure of Luigi Mangione

Hacker News

The saga on Stack Overflow and Stack Exchange, and how tech always serves the ruling class.

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OpenAI’s Sam Altman denies sexually assaulting sister after lawsuit

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OpenAIs Sam Altman on Tuesday denied accusations he sexually assaulted his estranged sister, arguing the claims are motivated by money.

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You don't have to pay the Microsoft 365 price increase

Hacker News

Heres how to keep the price of your subscription the same as its always been.

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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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AI is already changing the ways we fight cancer

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It's supercharging how we detect and treat cancer, but human doctors are still critical. An estimated 610,000 people in the US died from cancer last year. Thats almost the same amount of people who perished in the countrys four-year civil war.

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Germans turn to balcony solar panels to save money

Hacker News

As snowflakes gently settled on his balcony solar panels on a cold winter's day, Berliner Jens Sax checked his smartphone to see how much electricity they were generating.

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We’re Reaping Just What We Sowed

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Theoretical Computer Science is a glass slipper that has never quite fit the foot of practical Computer Engineering.

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Steve Langasek, One of Ubuntu Linux's Leading Lights, Has Died

Hacker News

Steve's dedication to open source principles and his ability to bridge commercial and community interests set a standard for future developers.

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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.

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Finding Six-Figure Jobs In AI: Nvidia Offers Free Training Courses

Flipboard

If youre looking for a six-figure salary, learning more about jobs in AI can help you to get there. A number of high-paying AI jobs are available, in and around large language models (LLMs) , product management, machine learning and more.

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Fidget

Hacker News

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Exploring Embedding Models with Vertex AI

Analytics Vidhya

Vectors are the basis for the majority of the most complex artificial intelligence applications, including semantic search or anomaly detection. In this article, we start right at the front with the basics of embeddings, moving on to understand sentence embeddings and vector representations. Well discuss simple practical approaches including mean pooling, cosine similarity and architecture […] The post Exploring Embedding Models with Vertex AI appeared first on Analytics Vidhya.

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White House unveils Cyber Trust Mark program for consumer devices

Hacker News

The label is designed to help consumers make more cybersecure choices when they pick products off the shelf.

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Prepare Now: 2025s Must-Know Trends For Product And Data Leaders

Speaker: Jay Allardyce, Deepak Vittal, Terrence Sheflin, and Mahyar Ghasemali

As we look ahead to 2025, business intelligence and data analytics are set to play pivotal roles in shaping success. Organizations are already starting to face a host of transformative trends as the year comes to a close, including the integration of AI in data analytics, an increased emphasis on real-time data insights, and the growing importance of user experience in BI solutions.

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Jensen Huang claims Nvidia's AI chips are outpacing Moore's Law

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For decades, Moore's Law, coined by Intel co-founder Gordon Moore in 1965, has been the driving force behind computing progress. It predicted that the number of transistors on computer chips would roughly double every year, leading to exponential growth in performance and plummeting costs. However, this law has shown signs.

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Implementing Data Quality Assurance in Data Science Pipelines with Great Expectations

KDnuggets

This article shows how to use Great Expectations to check data quality in data science projects.

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OpenAI Confirms That Man Was Caught Hoooking Up ChatGPT to Robotic Rifle System

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"This is Skynet build version 0.0.420.69.

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IT Departments to Become HR for AI Agents: Jensen Huang

Analytics Vidhya

Lets just say that 2025 is going to be the year of AI Agents! With so much happening in the AI space, the role of AI in our daily life is only going to increase hereon. If you have been following the updates of CES 2025 – you will surely agree with me. In the […] The post IT Departments to Become HR for AI Agents: Jensen Huang appeared first on Analytics Vidhya.

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How to Drive Cost Savings, Efficiency Gains, and Sustainability Wins with MES

Speaker: Nikhil Joshi, Founder & President of Snic Solutions

Is your manufacturing operation reaching its efficiency potential? A Manufacturing Execution System (MES) could be the game-changer, helping you reduce waste, cut costs, and lower your carbon footprint. Join Nikhil Joshi, Founder & President of Snic Solutions, in this value-packed webinar as he breaks down how MES can drive operational excellence and sustainability.