Tue.Nov 05, 2024

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7 Python Projects to Boost Your Data Science Portfolio

KDnuggets

Enhance your data science portfolio with these seven engaging Python projects that demonstrate essential programming and software engineering skills.

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Riverlane Navigates Upstream On Quantum Error Correction

Adrian Bridgwater for Forbes

The use of quantum error correction techniques is supposed to help us get out of the Noisy Intermediate Scale Quantum (NISQ) era.

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Building a Robust Machine Learning Pipeline: Best Practices and Common Pitfalls

Machine Learning Mastery

In real life, the machine learning model is not a standalone object that only produces a prediction. It is part of an extended system that can only provide values if we manage it together. We need the machine learning (ML) pipeline to operate the model and deliver value.

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Announcing the General Availability of Materialized Views and Streaming Tables for Databricks SQL

databricks

We’re excited to announce that materialized views (MVs) and streaming tables (STs) are now Generally Available in Databricks SQL on AWS and Azure.

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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have migrated their testing and production workloads to the cloud, yet development environments often remain tied to outdated local setups, limiting efficiency and growth.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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What is an LLM Bootcamp? What Does Data Science Dojo Offer for Your Success?

Data Science Dojo

Large language models are expected to grow at a CAGR (Compound Annual Growth Rate) of 33.2% by 2030. It is anticipated that by 2025, 30% of new job postings in technology fields will require proficiency in LLM-related skills. As the influence of LLMs continues to grow, it’s crucial for professionals to upskill and stay ahead in their fields. But how can you quickly gain expertise in LLMs while juggling a full-time job?

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The Rise of AI Lip-sync: From Uncanny Valley to Hyperrealism

Dataconomy

Remember the awkward dubbing in old kung-fu movies? Or the jarring lip-sync in early animated films? Those days are fading fast, and thanks to the rise of AI-powered lip-sync technology, could forever be behind us. Since April 2023, the number of solutions and the volume of “AI lip-sync” keyword searches has grown dramatically, coming from nowhere to becoming one of the critical trends in generative AI.

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Boost Model Evaluation with Custom Metrics in LLaMA-Factory

Analytics Vidhya

In this guide, I’ll walk you through the process of adding a custom evaluation metric to LLaMA-Factory. LLaMA-Factory is a versatile tool that enables users to fine-tune large language models (LLMs) with ease, thanks to its user-friendly WebUI and comprehensive set of scripts for training, deploying, and evaluating models. A key feature of LLaMA-Factory is LLaMA Board, […] The post Boost Model Evaluation with Custom Metrics in LLaMA-Factory appeared first on Analytics Vidhya.

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Learn Python and get Certified as a Data Analyst for Free this Week!

KDnuggets

From the 4th of November to the 10th of November, the entire DataCamp platform is free.

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At 2024 AI Hardware & Edge AI Summit: Gayathri Radhakrishnan, Partner – Investment Team, Hitachi Ventures

insideBIGDATA

At the recent 2024 AI Hardware & Edge AI Summit in San Jose, Calif.

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From Paycheck to Payday: 5 Free AI Budgeting Tools in India

Analytics Vidhya

Do you often find yourself wondering where all of your money has gone, especially towards the end of the month? Does it feel like rent and EMI eats up most of your income? Would you like to get back control of your money and also save some of it? Well, artificial intelligence (AI) is here […] The post From Paycheck to Payday: 5 Free AI Budgeting Tools in India appeared first on Analytics Vidhya.

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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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Boeing Ends Crippling Strike as Workers Accept Latest Offer

Hacker News

Boeing Co. workers voted to accept a new labor contract and end a strike that’s crippled jetliner production for 53 days, clearing a major obstacle for the US planemaker to restore its operations and finances.

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Agentic RAG for Analyzing Customer Issues

Analytics Vidhya

RAG is a sophisticated AI technique that enhances the performance of LLMs by retrieving relevant documents or information from external sources during text generation; unlike traditional LLMs that rely solely on internal training data, RAG leverages real-time information to deliver more accurate and contextually relevant responses. While Naive RAG works very well for simple queries, […] The post Agentic RAG for Analyzing Customer Issues appeared first on Analytics Vidhya.

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Tony Hawk wanted to track down a mysterious skateboarder from 1979. We found her

Hacker News

A photographer snapped a shot of Shaunda Shane skating down her street in Fayetteville when she was 10. How did the world's most famous skateboarder see that picture 45 years later?

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AI Startup Perplexity to Triple Valuation to $9 Billion in New Funding Round

Flipboard

Perplexity is finalizing a new funding round that would value it at $9 billion—triple its valuation from just a few months ago—the latest sign of continued investor excitement for artificial intelligence startups.

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The Cloud Development Environment Adoption Report

Cloud Development Environments (CDEs) are changing how software teams work by moving development to the cloud. Our Cloud Development Environment Adoption Report gathers insights from 223 developers and business leaders, uncovering key trends in CDE adoption. With 66% of large organizations already using CDEs, these platforms are quickly becoming essential to modern development practices.

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Apple to Face First EU Fine Under Bloc's Digital Markets Act

Hacker News

Apple Inc. is set to face the first-ever fine under the European Union’s new digital antitrust rules for Big Tech, representing an escalation of a clash with regulators over the dominance of its hugely profitable App Store.

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AI startups will need ‘quality of revenue’ to raise in 2025, seed VCs warn

Flipboard

Fundraising in 2025 will continue to be a “tale of two cities,” VC Renata Quintini, co-founder of early-stage VC Renegade Partners, said onstage at TechCrunch Disrupt last week.

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Fisker EVs Hired an IT Spy Who Funneled Millions to N. Korea's Missile Program

Hacker News

Fisker Inc, the maker of the Ocean electric vehicle, hired a North Korean spy who funneled millions of dollars to North Korea's ballistic missile program. Here are the chilling details.

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Nvidia passes Apple as world's most valuable company

Flipboard

Nvidia is the dominant supplier of GPUs, which are used to develop and deploy advanced AI software such as OpenAI’s ChatGPT. Nvidia passed Apple in market cap on Tuesday becoming, for a second time, the most valuable publicly traded company in the world.

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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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Full of Themselves: An analysis of title drops in movies

Hacker News

A title drop is when a character in a movie says the title of the movie they're in. Here's a large-scale analysis of 73,921 movies from the last 80 years on how often, when and maybe even why that happens.

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Machine learning algorithm identifies three unique autism subtypes in males

Flipboard

Researchers identified three distinct autism subtypes in males, each with unique brain connectivity patterns and related behavioral traits, suggesting that tailored interventions could better address individual needs within the autism spectrum.

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Rd-TableBench – Accurately evaluating table extraction

Hacker News

Reducto is an API that provides high quality data ingestion for large language models (LLMs). It works with any vector database or embedding system. It can parse PDFs, Excel, PowerPoint, and more.

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How to Leverage AI for Content Creation While Avoiding Potential Risks and Penalties

Flipboard

This article explores the dual promise and risks associated with AI-powered content creation, emphasizing the need for a balanced approach to maintain SEO effectiveness while avoiding potential penalties.

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Introducing CDEs to Your Enterprise

Explore how enterprises can enhance developer productivity and onboarding by adopting self-hosted Cloud Development Environments (CDEs). This whitepaper highlights the simplicity and flexibility of cloud-based development over traditional setups, demonstrating how large teams can leverage economies of scale to boost efficiency and developer satisfaction.

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U.S. Chip Revival Plan Chooses Sites

Hacker News

Last week the organization tasked with running the the biggest chunk of U.S. CHIPS Act’s US $13 billion R&D program made some significant strides: The National Semiconductor Technology Center (NSTC) released a strategic plan and selected the sites of two of three planned facilities and released a new strategic plan. The locations of the two sites—a “design and collaboration” center in Sunnyvale, Calif., and a lab devoted to advancing the leading edge of chipmaking , in Albany, N.Y.

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Why “humanity’s last exam” will ultimately fail humanity

Flipboard

A crowdsourced "final exam" for AI promises to test LLMs like never before. Here's how the idea, and its implementation, dooms us to fail.

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The US Navy Put Cameras on Dolphins and the Results Were Wild

Hacker News

A buzz of clicks and gleeful victory squeals compose the soundtrack in the first footage ever recorded from the perspective of dolphins freely hunting off the coast of North America.

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Microsoft AI CEO says the AI revolution will "deliver the greatest boost to productivity in the history of our species" — but also raise fundamental questions about what it means to be human

Flipboard

Microsoft's AI CEO Mustafa Suleyman recently indicated AI progression could lead to the greatest boost to productivity in history within the next couple of decades.

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

Speaker: Jay Allardyce, Deepak Vittal, and Terrence Sheflin

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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Will Plants Grow on the Moon?

Hacker News

Will Plants Grow on the Moon? Three Earth plants will soon make a new home on the lunar surface. By Tom Metcalfe Sign up for our monthly newsletter! Three humble plants from Earth will soon travel to a new home on the moon. The plants—a mustard cress, a type of brassica, and a duckweed that.

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OpenAI CEO Sam Altman says AGI would have 'whooshed by' in 5 years with "surprisingly little" societal change than speculated

Flipboard

OpenAI CEO Sam Altman recently indicated that the company could hit the AGI benchmark within the next 5 years.

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Why Companies Are Ditching the Cloud: The Rise of Cloud Repatriation

Hacker News

Major organizations like 37signals and GEICO highlight the economic and strategic reasons to reconsider cloud infrastructure.

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OpenAI Reveals How To Use GPT-4o More Effectively

Flipboard

OpenAI has outlined how to make the most of its ChatGPT-4o AI model, explaining how users can harness its diverse capabilities to build powerful …

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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.